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The 2026 schedule is still incomplete
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Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SARL: Structure-Aligned Reinforcement Learning for Bridging the Perception-Action Gap in Airspace
In Poster Session 6
Binhao Gu ⋅ jinjun cai ⋅ Weihuang Zheng ⋅ Jiaxing Li ⋅ Hui Ding ⋅ Youyong Kong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Physics-informed Neural Operator Learning for Nonlinear Grad-Shafranov Equation
In Poster Session 6
Siqi Ding ⋅ Zitong Zhang ⋅ LiXingYu ⋅ Shi Guoyang ⋅ Xiang Gu ⋅ Y.N.Xu ⋅ Huasheng Xie ⋅ Hanyue Zhao ⋅ YUEJIANG SHI ⋅ tianyuan liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
B-Spar: Bayesian Sparse-Reward Modeling for RL-based Image Editing
In Poster Session 6
shusong xu ⋅ Peiye Liu ⋅ Yongbin Liu ⋅ Bangjie Yin ⋅ Zhaomang Sun ⋅ Zhenyu Chen ⋅ Tianyi Zheng ⋅ Peng-Tao Jiang ⋅ Jian Zhang ⋅ Yuzhao Wang ⋅ Jinwei Chen ⋅ Zhen Gu ⋅ Bo Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GenUnfold: Rapidly Predict Protein Mechanical Unfolding Trajectory via a Physics-Guided Diffusion Model
In Poster Session 6
Zhang Yiyuan ⋅ Cailong Hua ⋅ Vinitendra Singh ⋅ Joseph Muretta ⋅ James Ervasti ⋅ Murti Salapaka
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Toward Ultra-Long-Horizon Agentic Science: Cognitive Accumulation for Autonomous Machine Learning Engineering
In Poster Session 6
Xinyu Zhu ⋅ Yuzhu Cai ⋅ Zexi Liu ⋅ Bingyang Zheng ⋅ Cheng Wang ⋅ Rui Ye ⋅ Jiaao Chen ⋅ Hanrui Wang ⋅ Wei-Chen Wang ⋅ Yuzhi Zhang ⋅ Linfeng Zhang ⋅ Weinan E ⋅ Di Jin ⋅ Siheng Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ProRL: Effective Reinforcement Learning for Proactive Recommendation via Rectified Policy Gradient Estimation
In Poster Session 6
Hongru Hou ⋅ Tiehua Mei ⋅ Denghui Geng ⋅ Jinhui Huang ⋅ Ao Xu ⋅ Hengrui Chen ⋅ Jiaqing Liang ⋅ Deqing Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Implicit Action Chunking for Smooth Continuous Control
In Poster Session 6
Bosun Liang ⋅ Shuo Pei ⋅ Zirui Chen ⋅ Chuanzhi Fan ⋅ Chen Sun ⋅ Yuankai Wu ⋅ Huachun Tan ⋅ Yong Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Sustainable Open-Source AI Requires Tracking the Cumulative Footprint of Derivatives
In Poster Session 6
shaina raza ⋅ Iuliia Eyriay ⋅ Ahmed Radwan ⋅ Nathaniel Lesperance ⋅ Deval Pandya ⋅ Sedef Akinli Kocak ⋅ Graham Taylor
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ScenePilot: Controllable Boundary-Driven Critical Scenario Generation for Autonomous Driving
In Poster Session 6
Qiyu Ruan ⋅ YUXUAN WANG ⋅ He Li ⋅ Zhenning Li ⋅ Cheng-Zhong Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ML-Agent: Reinforcing LLM Agents for Autonomous Machine Learning Engineering
In Poster Session 6
Zexi Liu ⋅ Jingyi Chai ⋅ Xinyu Zhu ⋅ shuo tang ⋅ Rui Ye ⋅ Weiyu Ma ⋅ Bo Zhang ⋅ LEI BAI ⋅ Siheng Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions
In Poster Session 6
Esteban Real ⋅ Mirko Rossini ⋅ Connal de Souza ⋅ Manav Garg ⋅ Moritz Firsching ⋅ Quoc Le ⋅ Yao Chen ⋅ Akhil Verghese ⋅ Ekin Dogus Cubuk ⋅ David Park
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Blending Neural Control Density Functions for Stabilization and Safety
In Poster Session 6
Sahil Chaudhary ⋅ Chaitanya Murti ⋅ Chiranjib Bhattacharyya
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AutoVSR: Automatic Visual-to-Symbolic Reasoning for Symbolic Expression Generation from Circuit Schematic
In Poster Session 6
Zhe Xiao ⋅ Longfei Li ⋅ Xu He ⋅ Haoying Wu ⋅ Zixing Zhang ⋅ Mingyu Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SWE-MiniSandbox: Container-Free Reinforcement Learning for Building Software Engineering Agents
In Poster Session 6
Danlong Yuan ⋅ Wei Wu ⋅ Huishuai Zhang ⋅ Zhengren Wang ⋅ Xueliang Zhao ⋅ Dongyan Zhao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Fast Inverse Lithography via GRPO Reinforced Flow Matching
In Poster Session 6
Yao Lai ⋅ Xuyuan Xiong ⋅ Zeyue Xue ⋅ Guojin Chen ⋅ Jing Wang ⋅ Xihui Liu ⋅ Rui Zhang ⋅ Robert Mullins ⋅ Bei Yu ⋅ Ping Luo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LithoDreamer: A Physics-Informed World Model for Multi-Stage Computational Lithography
In Poster Session 6
Yuqi Jiang ⋅ Yumeng Liu ⋅ Zimu Li ⋅ Jinyuan Deng ⋅ Qian Jin ⋅ Yucheng Cui ⋅ YU LI ⋅ Xunzhao Yin ⋅ Qi Sun ⋅ Cheng Zhuo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Large-Scale Notification Dispatch with Bundle Treatments and Multi-Outcome Uplift Optimization
In Poster Session 6
Jiajing Xu ⋅ Yanyun Li ⋅ Songyongbao ⋅ Minqin Zhu ⋅ Huxiao Ji ⋅ Linchuan Li ⋅ Cunyi Zhang ⋅ lixuanping ⋅ Kaiqiao Zhan ⋅ Yanan Niu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GIFT: Bootstrapping Image-to-CAD Program Synthesis via Geometric Feedback
In Poster Session 6
Giorgio Giannone ⋅ Anna Doris ⋅ Amin Nobari ⋅ Kai Xu ⋅ Akash Srivastava ⋅ Faez Ahmed
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RAST-MoE-RL: A Regime-Aware Spatio-Temporal MoE Framework for Deep Reinforcement Learning in Ride-Hailing
In Poster Session 6
Yuhan Tang ⋅ Kangxin Cui ⋅ Jung Ho Park ⋅ Yibo Zhao ⋅ Xuan Jiang ⋅ Haoze He ⋅ Jiangbo Yu ⋅ Haris Koutsopoulos ⋅ Jinhua Zhao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Nested birth-death processes are competitive with parameter-heavy neural networks as time-dependent models of protein evolution
In Poster Session 6
Annabel Large ⋅ Ian Holmes
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FIRE: Learning to Navigate and Act on Real-World Files via Stateful Reinforcement Learning
In Poster Session 6
Jingyuan Ma ⋅ Zheng Li ⋅ Rui Li ⋅ Siyao Song ⋅ Ying Zeng ⋅ Minghao Li ⋅ Zhifang Sui
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment
In Poster Session 6
Jared Fernandez ⋅ Clara Na ⋅ Yonatan Bisk ⋅ Constantine Samaras ⋅ Emma Strubell
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Make Planning Research Rigorous Again!
In Poster Session 6
Michael Katz ⋅ Harsha Kokel ⋅ Christian Muise ⋅ Shirin Sohrabi ⋅ Sarath Sreedharan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RulePlanner: All-in-One Reinforcement Learner for Unifying Design Rules in 3D Floorplanning
In Poster Session 6
Ruizhe Zhong ⋅ Xingbo Du ⋅ Junchi Yan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PerceptOS: Semantic-Aware Kernel Optimization for OS-Intensive Workloads via Hardware-Software Alignment
In Poster Session 6
Huilai Chen ⋅ Yuanbo Wen ⋅ Liangfeng Li ⋅ Shaohui Peng ⋅ Jingzhe Zhu ⋅ Xuzhi Zhang ⋅ Jun Bi ⋅ Qi Guo ⋅ Ling Li ⋅ Yunji Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Bridging Your Imagination with Audio-Video Generation via a Unified Director
In Poster Session 6
Jiaxu Zhang ⋅ Tianshu Hu ⋅ Yuan Zhang ⋅ Zenan Li ⋅ Linjie Luo ⋅ Mingyuan Gao ⋅ Guosheng Lin ⋅ Xin Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Crowd4D: Scene-Aware Monocular 4D Crowd Reconstruction
In Poster Session 6
Hongbo Kang ⋅ Tianyi Zhou ⋅ Qingyang Yang ⋅ Hongwei wen ⋅ Jing Huang ⋅ Yu-Kun Lai ⋅ Kun Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AVGen-Bench: A Task-Driven Benchmark for Multi-Granular Evaluation of Text-to-Audio-Video Generation
In Poster Session 6
Ziwei Zhou ⋅ Zeyuan Lai ⋅ Rui Wang ⋅ Yifan Yang ⋅ Yuqing Yang ⋅ Qi Dai ⋅ Lili Qiu ⋅ Chong Luo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AVTrack: Audio-Visual Speaker Tracking in Complex Scenes
In Poster Session 6
Yaoting Wang ⋅ Yun Zhou ⋅ Zipei Zhang ⋅ Henghui Ding
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ImmersePro: End-to-End Stereo Video Synthesis Via Implicit Disparity Learning
In Poster Session 6
Jian Shi ⋅ Zhenyu Li ⋅ Peter Wonka
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
In Poster Session 6
ZEYI SUN ⋅ Ziyu Liu ⋅ Yuhang Zang ⋅ Yuhang Cao ⋅ Xiaoyi Dong ⋅ Tong Wu ⋅ Dahua Lin ⋅ Jiaqi Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CSOR: Coreset Selection for Object Re-identification via Class Pruning
In Poster Session 6
Minyoung Oh ⋅ Jae-Young Sim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mitigating Error Accumulation in Continuous Navigation via Memory-Augmented Kalman Filtering
In Poster Session 6
Yin Tang ⋅ Jiawei Ma ⋅ Jinrui Zhang ⋅ Alex Jinpeng Wang ⋅ Deyu Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FS-I2P: A Hierarchical Focus–Sweep Registration Network with Dynamically Allocated Depth
In Poster Session 6
Zhixin Cheng ⋅ Yujia Chen ⋅ Xujing Tao ⋅ Bohao Liao ⋅ Xiaotian Yin ⋅ Baoqun Yin ⋅ Tianzhu Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometric Reciprocity: Unlocking Self-Supervision for Stereoscopic Video Generation
In Poster Session 6
Jingyi Lu ⋅ Kai Han
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Adaptive Visual Autoregressive Acceleration via Dual-Linkage Entropy Analysis
In Poster Session 6
Yu Zhang ⋅ Jingyi Liu ⋅ Feng Liu ⋅ Duoqian Miao ⋅ Qi Zhang ⋅ Kexue Fu ⋅ Changwei Wang ⋅ Longbing Cao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Both Semantics and Reconstruction Matter: Making Representation Encoders Ready for Text-to-Image Generation and Editing
In Poster Session 6
Shilong Zhang ⋅ He Zhang ⋅ Zhifei Zhang ⋅ Chongjian GE ⋅ Shuchen Xue ⋅ Shaoteng Liu ⋅ Mengwei Ren ⋅ Soo Ye Kim ⋅ Yuqian Zhou ⋅ Qing Liu ⋅ Daniil Pakhomov ⋅ Kai Zhang ⋅ Zhe Lin ⋅ Ping Luo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
VideoBrain: Learning Adaptive Frame Sampling for Long Video Understanding
In Poster Session 6
Junbo Zou ⋅ Ziheng Huang ⋅ Shengjie Zhang ⋅ Liwen Zhang ⋅ Weining Shen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
WildActor: Unconstrained Identity-Preserving Video Generation
In Poster Session 6
Qin Guo ⋅ Tianyu Yang ⋅ Xuanhua He ⋅ Fei Shen ⋅ Yong Zhang ⋅ Zhuoliang Kang ⋅ Xiaoming Wei ⋅ Dan Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Condition Number Based Low-Bit Quantization for Image Super-Resolution
In Poster Session 6
Kai Liu ⋅ Dehui Wang ⋅ Zhiteng Li ⋅ Zheng Chen ⋅ Yong Guo ⋅ Linghe Kong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Frequency-Aware Perceptual Optimization for Low-Complexity Implicit Image Compression
In Poster Session 6
Haotian Wu ⋅ Gen Li ⋅ Di You ⋅ Pier Luigi Dragotti ⋅ Deniz Gunduz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LIVE: Long-horizon Interactive Video World Modeling
In Poster Session 6
Junchao Huang ⋅ Ziyang Ye ⋅ Xinting Hu ⋅ Tianyu He ⋅ Guiyu Zhang ⋅ Shaoshuai Shi ⋅ Jiang Bian ⋅ Li Jiang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PerceptionRubrics: Calibrating Multimodal Evaluation to Human Perception
In Poster Session 6
Yana Wei ⋅ Hongbo Peng ⋅ Yanlin Lai ⋅ Liang Zhao ⋅ Kangheng Lin ⋅ En Yu ⋅ Keyu Lv ⋅ Han Zhou ⋅ Yin Tang ⋅ Haodong Li ⋅ Mitt Huang ⋅ Hangyu Guo ⋅ Jianjian Sun ⋅ Zheng Ge ⋅ Xiangyu Zhang ⋅ Daxin Jiang ⋅ Vishal Patel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation
In Poster Session 6
Zijie Lou ⋅ Xiangwei Feng ⋅ Jiaxin Wang ⋅ Jiangtao Yao ⋅ Fei Che ⋅ Tianbao Liu ⋅ WU CHENGJING ⋅ Xiaochao Qu ⋅ Luoqi Liu ⋅ Ting Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards Trustworthy Video Anomaly Understanding: A Class-Guided Chain-of-Evaluation Metric and An Anomaly-focused Meta-Benchmark
In Poster Session 6
Jiaxu Leng ⋅ Zhoujie Huang ⋅ Mingpi Tan ⋅ Zhanjie Wu ⋅ Xinbo Gao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Phy-CoSF: Physics-Guided Continuous Spectral Fields Reconstruction and Spectral Super-Resolution for Snapshot Compressive Imaging
In Poster Session 6
Wudi Chen ⋅ Zhiyuan Zha ⋅ Xin Yuan ⋅ Shigang Wang ⋅ Bihan Wen ⋅ Jiantao Zhou ⋅ Gang Yan ⋅ zipei fan ⋅ Ce Zhu
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PRISM: Training-Free Video Anomaly Detection via Intrinsic Statistical Modeling
In Poster Session 6
YUANTONG CHEN ⋅ Zhengyan Ding ⋅ YanFeng Shang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Situated Awareness in the Real World
In Poster Session 6
Chuhan Li ⋅ Rilyn Han ⋅ Joy Hsu ⋅ Yongyuan Liang ⋅ Rajiv Dhawan ⋅ Jiajun Wu ⋅ Ming-Hsuan Yang ⋅ Xin Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception
In Poster Session 6
Lai Wei ⋅ Liangbo He ⋅ jun lan ⋅ Lingzhong Dong ⋅ Yutong Cai ⋅ Siyuan Li ⋅ Huijia Zhu ⋅ Weiqiang Wang ⋅ Linghe Kong ⋅ Yue Wang ⋅ Zhuosheng Zhang ⋅ Weiran Huang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
STARCaster: Spatio-Temporal AutoRegressive Video Diffusion for Identity- and View-Aware Talking Portraits
In Poster Session 6
Foivos Paraperas Papantoniou ⋅ Stathis Galanakis ⋅ Rolandos Alexandros Potamias ⋅ Bernhard Kainz ⋅ Stefanos Zafeiriou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Think in Cloud, Look at Edges: Semantic-Driven Query Decomposition for Efficient Video Reasoning
In Poster Session 6
Wenhao Zou ⋅ Zhijie Cai ⋅ Minchen Yu ⋅ Zongshuai Zhang ⋅ Guangxu Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LoCoT2V-Bench: Benchmarking Long-Form and Complex Text-to-Video Generation
In Poster Session 6
Xiangqing Zheng ⋅ CHENGYUE WU ⋅ Kehai Chen ⋅ Min zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DRFusion: Drift-Resilient Temporally Consistent Infrared–Visible Video Fusion
In Poster Session 6
Xingyuan Li ⋅ HaoYuan Xu ⋅ Shulin Li ⋅ Xiang Chen ⋅ Zhiying Jiang ⋅ Jinyuan Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Glimpse: Geometry Learning of Multi-scale Structural Priors for 3D Pose Estimation
In Poster Session 6
Zhenhua TANG ⋅ Jihua Peng ⋅ Yanbin Hao ⋅ Qiguang Miao ⋅ Chi-Man Pun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PromptPilot: Game-Theoretic Multi-Agent Prompt Optimization for Segment Anything
In Poster Session 6
Guangze Shi ⋅ Yingjie Mi ⋅ Jia Shen ⋅ Feixue Shao ⋅ Jiarui Cao ⋅ Yexin Lai ⋅ Xueyu Liu ⋅ Rui Wang ⋅ Yongfei Wu ⋅ Mingqiang Wei
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
What Makes Synthetic Data Effective in Image Segmentation
In Poster Session 6
Jinjin Zhang ⋅ Xiefan Guo ⋅ Yizhou jin ⋅ Nan Zhou ⋅ Di Huang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OcclusionFormer: Arranging Z-Order for Layout-Grounded Image Generation
In Poster Session 6
Ziye Li ⋅ Henghui Ding
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Trust3R: Unifying Feed-Forward Pointmap Prediction and Evidential Learning for Trust-Aware 3D Reconstruction
In Poster Session 6
Zihao Zhu ⋅ Wenyuan Zhao ⋅ Nuo Chen ⋅ Chao Tian ⋅ Zhiwen Fan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SceneDirector: Bridging Explicit Geometry and Generative Priors for Unified Driving Scene Editing
In Poster Session 6
Yiyuan Liang ⋅ Zhiying Yan ⋅ Tao Zhang ⋅ Shangke Liu ⋅ Kai Lin ⋅ Xu Zou ⋅ Nong Sang ⋅ Changxin Gao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TIMI: Training-Free Image-to-3D Multi-Instance Generation with Spatial Fidelity
In Poster Session 6
Xiao Cai ⋅ Lianli Gao ⋅ Pengpeng Zeng ⋅ Ji Zhang ⋅ Heng Tao Shen ⋅ Jingkuan Song
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: We need to re-think the concept of “real” images.
In Poster Session 6
Janis Keuper ⋅ Margret Keuper
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Utonia: Toward One Encoder for All Point Clouds
In Poster Session 6
Yujia Zhang ⋅ Xiaoyang Wu ⋅ Yunhan Yang ⋅ Xianzhe Fan ⋅ Han Li ⋅ Yuechen Zhang ⋅ Zehao Huang ⋅ Naiyan Wang ⋅ Hengshuang Zhao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RADIO1D: Elastic Representations for Condensed Vision Modeling
In Poster Session 6
Greg Heinrich ⋅ Mike Ranzinger ⋅ Collin McCarthy ⋅ Natan Bagrov ⋅ Eugene Khvedchenya ⋅ Bryan Catanzaro ⋅ Jan Kautz ⋅ Andrew Tao ⋅ Pavlo Molchanov
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
When Preference Labels Fall Short: Aligning Diffusion Models from Real Data
In Poster Session 6
Weiyan Chen ⋅ Weijian Deng ⋅ Yao Xiao ⋅ Weijie Tu ⋅ ZiYi Dong ⋅ Ibrahim Radwan ⋅ Liang Lin ⋅ Pengxu Wei
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GHOST: Geometry-Guided Hallucination of Opaque Surface Textures
In Poster Session 6
Langxu Zhao ⋅ Zuan Gu ⋅ Tianhan Gao
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MotionGRPO: Overcoming Low Intra-Group Diversity in GRPO-Based Egocentric Motion Recovery
In Poster Session 6
Nanjie Yao ⋅ Junlong Ren ⋅ Wenhao Shen ⋅ Hao Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation
In Poster Session 6
Runsong Zhu ⋅ Jiaxin GUO ⋅ Xiaoyang Guo ⋅ Zhengzhe Liu ⋅ Ka-Hei Hui ⋅ Wei Yin ⋅ Kai Chen ⋅ Wei Chen ⋅ Weiqiang Ren ⋅ Yunhui Liu ⋅ Pheng Ann Heng ⋅ Chi Wing Fu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Text-Driven Fusion for Infrared and Visible Images: Achieving Image Scene Adaptation on Hyperbolic Space
In Poster Session 6
Huan Kang ⋅ Hui Li ⋅ Tianyang Xu ⋅ Tao Zhou ⋅ Xiaojun Wu ⋅ Josef Kittler
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LATO: 3D Mesh Flow Matching with Structured TOpology Preserving LAtents
In Poster Session 6
Tianhao Zhao ⋅ Youjia Zhang ⋅ Hang Long ⋅ Jinshen Zhang ⋅ Wenbing Li ⋅ Yang Yang ⋅ Gongbo Zhang ⋅ Jozef Hladký ⋅ Matthias Nießner ⋅ Wei Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CADFit: Precise Mesh-to-CAD Program Generation with Hybrid Optimization
In Poster Session 6
Ghadi Nehme ⋅ Eamon Whalen ⋅ Faez Ahmed
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
NoiseSDF2NoiseSDF: Learning Clean Neural Fields from Noisy Supervision
In Poster Session 6
Tengkai Wang ⋅ Weihao Li ⋅ Ruikai Cui ⋅ Shi Qiu ⋅ Nick Barnes
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SAMT: Generating Structured Avatar Meshes and Textures from a Single Image
In Poster Session 6
Muyu Wang ⋅ Xingping Dong ⋅ Jianzhe Gao ⋅ Wenguan Wang ⋅ Yujia Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Native Spatio-Temporal 4D Variational Autoencoder
In Poster Session 6
Lihe Ding ⋅ Weicai Ye ⋅ Shaocong Dong ⋅ Xintao Wang ⋅ Pengfei Wan ⋅ Kun Gai ⋅ Tianfan Xue
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DisPOSE: Projected Polystochastic Diffusion for Self-Supervised Multi-View 3D Human Pose Estimation
In Poster Session 6
Tony Danjun Wang ⋅ Tolga Birdal ⋅ Nassir Navab ⋅ Lennart Bastian
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Expo-GS: Exposure-Aware Signed Distance Function in Gaussian Splatting for High Dynamic Range
In Poster Session 6
Chaoda Song ⋅ Yiren Lu ⋅ Xinpeng Li ⋅ Yunlai Zhou ⋅ Yanyan Zhang ⋅ Yu Yin ⋅ Vipin Chaudhary
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PanoWorld-X: Generating Explorable Panoramic Worlds via Sphere-Aware Video Diffusion
In Poster Session 6
Yuyang Yin ⋅ Hao-Xiang Guo ⋅ Fangfu Liu ⋅ Mengyu Wang ⋅ Hanwen Liang ⋅ Eric Li ⋅ Yikai Wang ⋅ Xiaojie Jin ⋅ Yao Zhao ⋅ Yunchao Wei
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LAMP: Data-Efficient Linear Affine Weight-Space Models for Parameter-Controlled 3D Shape Generation and Extrapolation
In Poster Session 6
Ghadi Nehme ⋅ Yanxia Zhang ⋅ Dule Shu ⋅ Matthew Klenk ⋅ Faez Ahmed
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
XYZFlow: Scaling Multidimensional Shortcut Flows for Efficient Generative Modeling
In Poster Session 6
Jinxiu Liu ⋅ Xuanming Liu ⋅ Kangfu Mei ⋅ Yandong Wen ⋅ Weiyang Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SCalDA: Semantics-Calibrated and Diffusion-Enhanced Data Augmentation
In Poster Session 6
Shibo Lv ⋅ Jianmin Jiang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation
In Poster Session 6
Haofei Xu ⋅ Rundi Wu ⋅ Philipp Henzler ⋅ Nikolai Kalischek ⋅ Michael Oechsle ⋅ Fabian Manhardt ⋅ Marc Pollefeys ⋅ Andreas Geiger ⋅ Federico Tombari ⋅ Michael Niemeyer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Kinematics-Driven Gaussian Shape Deformation for Blurry Monocular Dynamic Scenes
In Poster Session 6
Yeon-Ji Song ⋅ Kiyoung Kwon ⋅ Junoh Lee ⋅ Jin-Hwa Kim ⋅ Byoung-Tak Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
scDEBART: Predicting in silico Single-Cell Perturbation Responses via Large-Scale Differential Expression Learning
In Poster Session 6
Jieun Sung ⋅ Wankyu Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
How Should Transformers Represent Numeric Values in Electronic Health Records?
In Poster Session 6
Maria Elkjær Montgomery ⋅ Christian Igel ⋅ Mikkel Odgaard ⋅ Martin Sillesen ⋅ Mads Nielsen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction
In Poster Session 6
Yinhua Piao ⋅ Hyomin Kim ⋅ SEONGHWAN KIM ⋅ Yunhak Oh ⋅ Junhyeok Jeon ⋅ Sang-Yeon Hwang ⋅ Jaechang Lim ⋅ Woo Youn Kim ⋅ Chanyoung Park ⋅ Sungsoo Ahn
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RNA-FM: Flow-Matching Generative Model for Genome-wide RNA-Seq Prediction
In Poster Session 6
Yaxuan Song ⋅ Jianan Fan ⋅ Tianyi Wang ⋅ Qiuyue Hu ⋅ Hang Chang ⋅ Heng Huang ⋅ Weidong Cai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Stop Chasing the C-index when Evaluating Survival Analysis Models
In Poster Session 6
Christian Marius Lillelund ⋅ Shi-ang Qi ⋅ Russell Greiner ⋅ Christian Fischer Pedersen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: AI for Science Should Treat Measurement-to-Dataset Pipelines as Inference Components
In Poster Session 6
Ling Zhan ⋅ Xiaoyao Yu ⋅ Tao Jia
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OSF: On Pre-training and Scaling of Sleep Foundation Models
In Poster Session 6
Zitao Shuai ⋅ Zongzhe Xu ⋅ David Yang ⋅ Wei Wang ⋅ Yuzhe Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SurvDiff: A Diffusion Model for Generating Synthetic Data in Survival Analysis
In Poster Session 6
Marie Brockschmidt ⋅ Maresa Schröder ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stabilizing In-Context Multi-Source Domain Adaptation for Biomedical Images Through Controls
In Poster Session 6
Ana Sanchez Fernandez ⋅ Thomas Pinetz ⋅ Werner Zellinger ⋅ Günter Klambauer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
STT-LLM: Structural-Temporal Tokenization for Adapting LLMs to Longitudinal Clinical Profiles
In Poster Session 6
Maxx Richard Rahman ⋅ Mostafa Hammouda ⋅ Wolfgang Maass
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Plug-and-Play Diffusion Meets ADMM: Dual-Variable Coupling for Robust Medical Image Reconstruction
In Poster Session 6
Chenhe Du ⋅ Xuanyu Tian ⋅ Qing Wu ⋅ Muyu Liu ⋅ Jingyi Yu ⋅ Hongjiang Wei ⋅ Yuyao Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
What Makes a Good Representation for Single-Cell Perturbation Prediction?
In Poster Session 6
Wenkang Jiang ⋅ Yuhang Liu ⋅ Yichao Cai ⋅ Erdun Gao ⋅ Jiayi Dong ⋅ Ehsan Abbasnejad ⋅ Lina Yao ⋅ Javen Qinfeng Shi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Flow-Based Density Ratio Estimation for Intractable Distributions with Applications in Genomics
In Poster Session 6
Egor Antipov ⋅ Alessandro Palma ⋅ Lorenzo Consoli ⋅ Stephan Günnemann ⋅ Andrea Dittadi ⋅ Fabian Theis
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Bimodal masked language modeling for bulk RNA-seq and DNA methylation representation learning
In Poster Session 6
Maxence Gélard ⋅ Hakim Benkirane ⋅ Thomas Pierrot ⋅ Guillaume Richard ⋅ Paul-Henry Cournède
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HiST: A Hierarchical Sparse Transformer for Cross-Modal Spatial Transcriptomics Modeling
In Poster Session 6
Weiyi Wu ⋅ Xinwen Xu ⋅ Xingjian Diao ⋅ Siting Li ⋅ Zhi Wei ⋅ Alma Andersson ⋅ Jiang Gui
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HEXST: Hexagonal Shifted-Window Transformer for Spatial Transcriptomics Gene Expression Prediction
In Poster Session 6
Keunho Byeon ⋅ Jin Tae Kwak
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
On Revisiting Entropy for Identifying Mislabeled Medical Images
In Poster Session 6
Chunlei Li ⋅ Zixuan Zheng ⋅ Yilei Shi ⋅ Guanglu Dong ⋅ Pengfei Li ⋅ Jingliang Hu ⋅ Xiao Zhu ⋅ Lichao Mou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SIGMA-PPG: Statistical-prior Informed Generative Masking Architecture for PPG Foundation Model
In Poster Session 6
ZONGHENG GUO ⋅ Tao Chen ⋅ Yang Jiao ⋅ Yi Pan ⋅ Xiao Hu ⋅ Manuela Ferrario
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PerturbDiff: Functional Diffusion for Single-Cell Perturbation Modeling
In Poster Session 6
Xinyu Yuan ⋅ Xixian Liu ⋅ Ya Shi Zhang ⋅ Zuobai Zhang ⋅ Hongyu Guo ⋅ Jian Tang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Listening Through the Noise: Cauchy-Driven Diffusion Bridges for Robust Gastrointestinal Auscultation and Clinical Benchmarking
In Poster Session 6
Dian Ding ⋅ Liren Dong ⋅ Yu Lu ⋅ Juntao Zhou ⋅ Ran Wang ⋅ Peng Li ⋅ Zhenyi Jia ⋅ Guangtao Xue
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MoRGEN: Mixture-of-Resolutions Generative Forecasting for Irregularly Sampled Medical Time-Series Data
In Poster Session 6
Nassim Oufattole ⋅ Matthew McDermott ⋅ Collin Stultz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Marrying Generative Model of Healthcare Events with Digital Twin of Human-Environment Interaction for Disease Reasoning
In Poster Session 6
Ziquan Wei ⋅ Tingting Dan ⋅ Guorong Wu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Modeling temporal scRNA-seq data with latent Gaussian process and optimal transport
In Poster Session 6
Mehmet Yigit Balik ⋅ Harri Lähdesmäki
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SPATIA: Multimodal Generation and Prediction of Spatial Cell Phenotypes
In Poster Session 6
Zhenglun Kong ⋅ Mufan Qiu ⋅ John Boesen ⋅ xiang lin ⋅ Sukwon Yun ⋅ Tianlong Chen ⋅ Manolis Kellis ⋅ Marinka Zitnik
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Time-Conditioned Foreseeing: An EHR-Specific Foundation Model for Irregular Dynamics and Calendrical Time
In Poster Session 6
Bong Gyun Kang ⋅ JUNYONG AHN ⋅ Hyeongrok Han ⋅ Sungroh Yoon
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Quantifying the Generalization Gap in Seizure Detection: A Large-Scale Empirical Benchmark via the SzCORE Challenge
In Poster Session 6
Jonathan Dan ⋅ Amirhossein Shahbazinia ⋅ Christodoulos Kechris ⋅ David Atienza
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Disease-Centric Vision-Language Pretraining with Hybrid Visual Encoding for 3D Computed Tomography
In Poster Session 6
Bowen Shi ⋅ Weiwei Cao ⋅ Ruifeng Yuan ⋅ Wanxing Chang ⋅ Wenrui Dai ⋅ Hongkai Xiong ⋅ Ling Zhang ⋅ Jianpeng Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Seizure-Semiology-Suite($S^3$): A Clinically Multimodal Dataset, Benchmark, and Models for Seizure Semiology Understanding
In Poster Session 6
Lina Zhang ⋅ Jiarui Cui ⋅ Tonmoy Monsoor ⋅ Peizheng Li ⋅ Xinyi Peng ⋅ Chong Han ⋅ Prateik Sinha ⋅ Siyuan Dai ⋅ Jessica Pasqua ⋅ Colin McCrimmon ⋅ Weiting Liu ⋅ Hailey Miranda ⋅ Bing Hu ⋅ Xiangting Wu ⋅ Tengyou Xu ⋅ Chunhan Li ⋅ Jiaye Tian ⋅ Jiarui Tang ⋅ Detao Ma ⋅ Lingye Kong ⋅ Junnan Lyu ⋅ Jungang Li ⋅ Yan Zan ⋅ Junhua Huang ⋅ Rajarshi Mazumder ⋅ Vwani Roychowdhury
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FunCQNet: A Functional Censored Quantile Neural Network for Predicting Long-Term Post-Transplant Kidney Survival
In Poster Session 6
Jiaqi Men ⋅ Hua Liu ⋅ Yiming Tang ⋅ Jinhong You ⋅ Jianghu Dong ⋅ Jiguo Cao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SpaEF: Spatially Resolved Transcriptomics Data Element-Wise Denoising Framework Powered by Large Models
In Poster Session 6
Zekuan Shang ⋅ Xiaosong Han ⋅ Liupu Wang ⋅ Wei Du ⋅ Peng Zhao ⋅ Yuanshu Li ⋅ Yubin Xiao ⋅ Xuan Wu ⋅ You Zhou
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DPsurv: Dual-Prototype Evidential Fusion for Uncertainty-Aware and Interpretable Whole Slide Image Survival Prediction
In Poster Session 6
Yucheng Xing ⋅ ling huang ⋅ Jingying Ma ⋅ Ruping Hong ⋅ Jiangdong Qiu ⋅ Pei Liu ⋅ Kai He ⋅ Huazhu Fu ⋅ Mengling Feng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Modeling Attributional Style at Scale: A Dataset and Analysis for Psychological Attribution Assessment and Reframing
In Poster Session 6
Qiang Zhou ⋅ Hanzhen Zhu ⋅ Pan Wang ⋅ Rui Tu ⋅ Huaizhi Qu ⋅ Zhuoran Wang ⋅ Xin Hu ⋅ Lei Li ⋅ Tianlong Chen ⋅ Jingtong Hu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction
In Poster Session 6
Mingcheng Zhu ⋅ Zhiyao Luo ⋅ Yu Liu ⋅ Tingting Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting
In Poster Session 6
Yiqi Su ⋅ Ray Lee ⋅ Jiaming Cui ⋅ Naren Ramakrishnan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MEDA: Medical-Oriented Activation Editing for Hallucination Mitigation in Medical Large Vision-Language Model
In Poster Session 6
Tianbo Wang ⋅ Yuqing Ma ⋅ Lingyan Meng ⋅ Zhange Zhang ⋅ Kewei Liao ⋅ Jian Yang ⋅ Simin Li ⋅ Jinyang Guo ⋅ Xianglong Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
No Data? No Problem: Robust Vision-Tabular Learning with Missing Values
In Poster Session 6
Marta Hasny ⋅ Laura Daza ⋅ Keno Bressem ⋅ Maxime Di Folco ⋅ Julia Schnabel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Cardio-mmFlow: A Gaussian-Prior-Free Physics-Informed Flow Matching Framework for Electrocardiogram to mmWave Radar Synthesis.
In Poster Session 6
Ziyang LIU ⋅ Ruiqiang Xiao ⋅ CHANG Huang ⋅ KIEREN YU ⋅ Siyuan HE ⋅ Kaishun WU
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Backjump-on-Graph: Empowering LLMs with Reinforced Retrospective Exploration for Agentic KG Reasoning
In Poster Session 6
Yunqi Zhang ⋅ Shiqi Yan ⋅ Zhenzhao Yuan ⋅ Wenrui Liang ⋅ Yangming Liu ⋅ Zhixiao Qi ⋅ Tianyi Zhang ⋅ Shijie Zhang ⋅ Wei-Qiang Zhang ⋅ Yongfeng Huang ⋅ Haixin Duan ⋅ Shuai Chen ⋅ Yubo Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Silent Thought: Modeling Internal Cognition in Full-Duplex Spoken Dialogue Models via Latent Reasoning
In Poster Session 6
Donghang Wu ⋅ Tianyu Zhang ⋅ Yuxin Li ⋅ Hexin Liu ⋅ Chen Chen ⋅ EngSiong Chng ⋅ Yoshua Bengio
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Improving Neural Topic Modeling with Semantically-Grounded Soft Label Distributions
In Poster Session 6
Raymond Li ⋅ Amirhossein Abaskohi ⋅ Chuyuan Li ⋅ Gabriel Murray ⋅ Giuseppe Carenini
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Query-Based Asymmetric Modeling with Decoupled Input–Output Rates for Speech Restoration
In Poster Session 6
Ui-Hyeop Shin ⋅ Jaehyun Ko ⋅ Woocheol Jeong ⋅ Hyung-Min Park
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Semantically Consistent Dataset for Data-Efficient Query-Based Universal Sound Separation
In Poster Session 6
Kai Li ⋅ Jintao Cheng ⋅ Chang Zeng ⋅ Zijun Yan ⋅ Helin Wang ⋅ Zixiong Su ⋅ Bo Zheng ⋅ Xiaolin Hu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SLAP: The Semantic Least Action Principle for Variational Video-Language Modeling
In Poster Session 6
Xiang Fang ⋅ Wanlong Fang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
In Poster Session 6
Mufan Xu ⋅ Kehai Chen ⋅ Jiahao Hu ⋅ Xinchao Xu ⋅ Muyun Yang ⋅ Tiejun Zhao ⋅ Min zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations
In Poster Session 6
Xiaoyu Yang ⋅ Yifan Yang ⋅ Zengrui Jin ⋅ Ziyun Cui ⋅ Wen Wu ⋅ Baoxiangli ⋅ Chao Zhang ⋅ Phil Woodland
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Breaking the Reference Bottleneck via Learning to Rewrite Conversational Queries without Gold Reference Passages
In Poster Session 6
Doyoung Kim ⋅ Youngjun Lee ⋅ Joeun Kim ⋅ Jihwan Bang ⋅ Hwanjun Song ⋅ Susik Yoon ⋅ Jae-Gil Lee
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching
In Poster Session 6
Pengfei Zhang ⋅ Tianxin Xie ⋅ Yang Minghao ⋅ Li Liu
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ML-Embed: Inclusive and Efficient Embeddings for a Multilingual World
In Poster Session 6
Ziyin Zhang ⋅ Zihan Liao ⋅ Hang Yu ⋅ Peng Di ⋅ Rui Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stream RAG: Instant and Accurate Spoken Dialogue Systems with Streaming Tool Usage
In Poster Session 6
Siddhant Arora ⋅ Haidar Khan ⋅ Kai Sun ⋅ Xin Dong ⋅ Sajal Choudhary ⋅ Seungwhan Moon ⋅ Xinyuan Zhang ⋅ Adithya Sagar ⋅ Surya Appini ⋅ Kaushik Patnaik ⋅ Sanat Sharma ⋅ Shinji Watanabe ⋅ Anuj Kumar ⋅ Ahmed A Aly ⋅ Yue Liu ⋅ Florian Metze ⋅ Zhaojiang Lin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MoshiRAG: Asynchronous Knowledge Retrieval for Full-Duplex Speech Language Models
In Poster Session 6
Chung-Ming Chien ⋅ Manu Orsini ⋅ Eugene Kharitonov ⋅ Neil Zeghidour ⋅ Karen Livescu ⋅ Alexandre Défossez
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SONAR: Spectral‑Contrastive Audio Residuals for Generalizable Deepfake Detection
In Poster Session 6
Ido Nitzan Hidekel ⋅ Gal Lifshitz ⋅ Khen Cohen ⋅ Dan Raviv
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
VimRAG: Navigating Massive Visual Context in Retrieval-Augmented Generation via Multimodal Memory Graph
In Poster Session 6
Qiuchen Wang ⋅ Shihang Wang ⋅ Yu Zeng ⋅ Qiang Zhang ⋅ Fanrui Zhang ⋅ Zhuoning Guo ⋅ Bosi Zhang ⋅ Wenxuan Huang ⋅ Lin Chen ⋅ Zehui Chen ⋅ Pengjun Xie ⋅ Ruixue Ding
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CoCoReviewBench: A Completeness- and Correctness-Oriented Benchmark for AI Reviewers
In Poster Session 6
Hexuan Deng ⋅ Xiaopeng Ke ⋅ Yichen Li ⋅ Ruina Hu ⋅ Dehao Huang ⋅ Derek F. Wong ⋅ Yue Wang ⋅ Xuebo Liu ⋅ Min zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AudioChat: Unified Audio Storytelling, Editing, and Understanding with Transfusion Forcing
In Poster Session 6
William Chen ⋅ Prem Seetharaman ⋅ Rithesh Kumar ⋅ Oriol Nieto ⋅ Shinji Watanabe ⋅ Justin Salamon ⋅ Zeyu Jin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem
In Poster Session 6
Shuofei Qiao ⋅ Yunxiang Wei ⋅ Xuehai Wang ⋅ Bin Wu ⋅ Boyang XUE ⋅ Ningyu Zhang ⋅ Hossein A. Rahmani ⋅ Wang Yanshan ⋅ Qiang Zhang ⋅ Keyan Ding ⋅ Jeff Pan ⋅ Huajun Chen ⋅ Emine Yilmaz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Panini: Continual Learning in Token Space via Structured Memory
In Poster Session 6
Shreyas Rajesh ⋅ Pavan Holur ⋅ Mehmet Turali ⋅ Chenda Duan ⋅ Vwani Roychowdhury
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Plan Then Action: High-Level Planning Guidance Reinforcement Learning for LLM Reasoning
In Poster Session 6
Zhihao Dou ⋅ Qinjian Zhao ⋅ Zhongwei Wan ⋅ Zhang Dinggen ⋅ Weida Wang ⋅ Benteng Chen ⋅ Towsif Raiyan ⋅ Qingtao Pan ⋅ Yang Ouyang ⋅ Chaoda Song ⋅ Zhiqiang Gao ⋅ shufei zhang ⋅ Sumon Biswas
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning
In Poster Session 6
Jike Zhong ⋅ Yuxiang Lai ⋅ Ming Li ⋅ Yuheng Li ⋅ Wuao Liu ⋅ Behzad Dariush ⋅ Konstantinos Psounis ⋅ Shao-Yuan Lo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Very Efficient Listwise Multimodal Reranking for Long Documents
In Poster Session 6
Yiqun Sun ⋅ Pengfei Wei ⋅ Lawrence Hsieh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains
In Poster Session 6
Yash Saxena ⋅ Ankur Padia ⋅ Mandar Chaudhary ⋅ Kalpa Gunaratna ⋅ Srinivasan Parthasarathy ⋅ Manas Gaur
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Useful Supervision for Reinforcement Learning in Reasoning Models
In Poster Session 6
Liang CHEN ⋅ Xueting Han ⋅ Li Shen ⋅ Jing Bai ⋅ Kam-Fai Wong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust Retrieval-Augmented Generation
In Poster Session 6
Jiashuo Sun ⋅ Pengcheng Jiang ⋅ Saizhuo Wang ⋅ Jiajun Fan ⋅ Heng Wang ⋅ Siru Ouyang ⋅ Ming Zhong ⋅ Yizhu Jiao ⋅ Chengsong Huang ⋅ Xueqiang Xu ⋅ Pengrui Han ⋅ Peiran Li ⋅ Jiaxin Huang ⋅ Ge Liu ⋅ Heng Ji ⋅ Jiawei Han
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning
In Poster Session 6
Siqian Tong ⋅ Xuan Li ⋅ Yiwei Wang ⋅ Baolong Bi ⋅ Yujun Cai ⋅ Shenghua Liu ⋅ Yuchen He ⋅ HAO Chengpeng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EEG-Based Multimodal Learning via Hyperbolic Mixture-of-Curvature Experts
In Poster Session 6
Runhe Zhou ⋅ Shanglin Li ⋅ Guanxiang Huang ⋅ Xinliang Zhou ⋅ Qibin Zhao ⋅ Motoaki Kawanabe ⋅ Yi Ding ⋅ Cuntai Guan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Temporal Context Reinstatement Drives Episodic-Like Order Memory in Long-Context Language Models
In Poster Session 6
Mathis Pink ⋅ Vy Vo ⋅ Qinyuan Wu ⋅ Jianing Mu ⋅ Javier Turek ⋅ Uri Hasson ⋅ Kenneth Norman ⋅ Sebastian Michelmann ⋅ Alexander Huth ⋅ Mariya Toneva
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Let EEG Models Learn EEG
In Poster Session 6
Yifan Wang ⋅ Yijia Ma ⋅ Wen Li ⋅ Chenyu You
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Error Amplification Limits ANN-to-SNN Conversion in Continuous Control
In Poster Session 6
Zijie Xu ⋅ Zihan Huang ⋅ Yiting Dong ⋅ Kang Chen ⋅ Wenxuan Liu ⋅ Zhaofei Yu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stabilized Supralinear Networks Learn to Switch Coding Strategies Balancing Cost and Performance
In Poster Session 6
Haoyu Wang ⋅ Wei Dai ⋅ Jialun Ma ⋅ Jiawei Zhang ⋅ Jinqi Liu ⋅ Mingchen Jiang ⋅ Mingqing Xiao ⋅ Yansen Wang ⋅ Dongqi Han ⋅ Dongsheng Li ⋅ Yuguo Yu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PATCHCODE: Discrete Latent Predictive Learning for EEG Foundation Model
In Poster Session 6
KIEREN YU ⋅ Ziyang LIU ⋅ CHANG Huang ⋅ Kaishun WU
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Harnessing Spectrum Video for Subject-Level Few-Shot and Cross-Montage EEG Generalization
In Poster Session 6
Wei Wang ⋅ Fang He ⋅ Yifan Li ⋅ Wanying Qu ⋅ Yawei Li ⋅ Quanying Liu ⋅ Yanwei Fu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards Generalizable EEG-to-fMRI Synthesis via a Unified, Context-Aware Prompting Framework
In Poster Session 6
Yamin Li ⋅ Shiyu Wang ⋅ Chang Li ⋅ Ange Lou ⋅ Haatef Pourmotabbed ⋅ Sarah Goodale ⋅ Dario Englot ⋅ Daniel Moyer ⋅ Roza G Bayrak ⋅ Catie Chang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards the Training of Deeper Predictive Coding Neural Networks
In Poster Session 6
Chang Qi ⋅ Matteo Forasassi ⋅ Thomas Lukasiewicz ⋅ Tommaso Salvatori
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Representation to Action: A Unified Laplacian Framework for Spatial Representation and Path Planning
In Poster Session 6
Junfeng Zuo ⋅ Yuhang He ⋅ Wenhao Zhang ⋅ Fang Fang ⋅ Si Wu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MindZero: Learning Online Mental Reasoning With Zero Annotations
In Poster Session 6
Shunchi Zhang ⋅ Jin Lu ⋅ Chuanyang Jin ⋅ Yichao Zhou ⋅ Zhining Zhang ⋅ Tianmin Shu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation and Diagnostic Analyses of EEG Foundation Models
In Poster Session 6
Wei Xiong ⋅ Jiangtong Li ⋅ Jie Li ⋅ Kun Zhu ⋅ Changjun Jiang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EmBrace: A Collective Knowledge Fusion Framework Toward Unified EEG Foundation Models
In Poster Session 6
Ziyu Jia ⋅ Junyi Lin ⋅ Pu Wan ⋅ Jinxin Pi ⋅ Jingying Ma ⋅ Xinliang Zhou ⋅ Peiliang Gong ⋅ Yi Ding ⋅ Chenyu Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Torus Graphs for Large Scale Neural Phase Analysis
In Poster Session 6
Jack Goffinet ⋅ Casey Hanks ⋅ David Carlson
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FOVI: A biologically-inspired foveated interface for deep vision models
In Poster Session 6
Nicholas Blauch ⋅ George Alvarez ⋅ Talia Konkle
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Cross-Subject Modeling for Widefield Calcium Imaging via Atlas-Aligned Spatiotemporal Tokenization
In Poster Session 6
Mohammad Hosseini ⋅ Eray Erturk ⋅ Saba Hashemi ⋅ Maryam Shanechi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
BrainJanus: A Foundation Model for Unified Understanding and Generation across Brain, Vision, and Language
In Poster Session 6
Haitao Wu ⋅ Qirui Zhang ⋅ Zhouheng Yao ⋅ Shangquan Sun ⋅ Qihao Zheng ⋅ Mianxin Liu ⋅ Chi Zhang ⋅ Wanli Ouyang ⋅ Chunfeng Song ⋅ Changqing Zhang ⋅ Jiamin Wu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RECTOR: Masked Region-Channel-Temporal Modeling for Affective and Cognitive Representation Learning
In Poster Session 6
Jinhan Liu ⋅ Mahsa Shoaran
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Hitchhiker's Guide to Poisson Gradient Estimation
In Poster Session 6
Michael Ibrahim ⋅ Hanqi Zhao ⋅ Eli Sennesh ⋅ Zhi Li ⋅ Anqi Wu ⋅ Jacob Yates ⋅ Chengrui Li ⋅ Hadi Vafaii
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
See the Emotion: A Facial Emoji Proxy Modeling for EEG Emotion Recognition
In Poster Session 6
Jingjing Hu ⋅ Dan Guo ⋅ Haofan Cheng ⋅ Zeng ying ⋅ Zhan Si ⋅ Jinxing Zhou ⋅ Meng Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Dynamic TMoE: A Drift-Aware Dynamic Mixture of Experts Framework for Non-Stationary Time Series Forecasting
In Poster Session 6
Jiawen Zhu ⋅ Shuhan Liu ⋅ Di Weng ⋅ Yingcai Wu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Crisp: A Spectral-Based Interaction Strategy for Multivariate Time Series Forecasting
In Poster Session 6
Binwu Wang ⋅ Gaoyun Lin ⋅ Jiaming Ma ⋅ Qihe Huang ⋅ Zhengyang Zhou ⋅ Xu Wang ⋅ Pengkun Wang ⋅ Yang Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering
In Poster Session 6
Junkai Lu ⋅ Peng Chen ⋅ Xingjian Wu ⋅ Yang Shu ⋅ Chenjuan Guo ⋅ Christian S Jensen ⋅ Bin Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Shapley Regularized Neural Granger Causality
In Poster Session 6
Maolin Yang ⋅ Zhoufan Zhu ⋅ Yuanhe Tian ⋅ Kun Gao ⋅ MUYI LI
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ADHD Disease Detection Based on Short- and Long-Term Brain Function Encoding and Memory Graph Network
In Poster Session 6
Dongxun Jiang ⋅ Borui Jia ⋅ Yuxuan Wang ⋅ Dongdong Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Model Ranking: Predictability-Aligned Evaluation for Time Series Forecasting
In Poster Session 6
Wanjin Feng ⋅ Yuan Yuan ⋅ Jingtao Ding ⋅ Yong Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Forward-Chaining Temporal Point Process
In Poster Session 6
Chao Yang ⋅ Wendi Ren ⋅ Shuang Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Not All Frequencies Are Equal: Energy-Adaptive Diffusion for Time Series Forecasting
In Poster Session 6
Zining Qin ⋅ Huiling qin ⋅ Chenhao Wang ⋅ Jianxiong Guo ⋅ Tian Wang ⋅ Weijia Jia
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Evolving Quantitative Reasoning through Self-Play in Digital Twin Markets
In Poster Session 6
Tianmi Ma ⋅ Wenxin Huang ⋅ Jiawei Du ⋅ Lin Li ⋅ Xian Zhong ⋅ Joey Tianyi Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TimeAutoDiff: A Unified Framework for Generation, Imputation, Forecasting, and Time-Varying Metadata Conditioning of Heterogeneous Time Series Tabular Data
In Poster Session 6
Namjoon Suh ⋅ Yuning Yang ⋅ Din-Yin Hsieh ⋅ Qitong Luan ⋅ Shirong Xu ⋅ Shixiang Zhu ⋅ Guang Cheng
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Why a Dynamical Systems Perspective is Needed to Advance Time Series Modeling
In Poster Session 6
Daniel Durstewitz ⋅ Christoph Jürgen Hemmer ⋅ Florian Hess ⋅ Charlotte Ricarda Doll ⋅ Lukas Eisenmann
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Interpretability in Deep Time Series Models Demands Semantic Alignment
In Poster Session 6
Giovanni De Felice ⋅ Riccardo D`Elia ⋅ Alberto Termine ⋅ Pietro Barbiero ⋅ Giuseppe Marra ⋅ Silvia Santini
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Time-Series Foundation Models Require Explicit Domain-Level Benchmarks
In Poster Session 6
Md Asif Bin Syed ⋅ Md Younus Ahamed ⋅ Azmine Toushik Wasi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
It's TIME: Towards the Next Generation of Time Series Forecasting Benchmarks
In Poster Session 6
Zhongzheng Qiao ⋅ SHENG PAN ⋅ Anni Wang ⋅ Viktoriya Zhukova ⋅ Yong Liu ⋅ Xudong Jiang ⋅ Qingsong Wen ⋅ Mingsheng Long ⋅ Ming Jin ⋅ Chenghao Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards a Unified Generative Model for Scarce Time Series with Domain Experts
In Poster Session 6
Zihao Yao ⋅ Qi Zheng ⋅ Jiankai Zuo ⋅ YAYING ZHANG
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards Foundation Models for Zero-Shot Time Series Anomaly Detection: Leveraging Synthetic Data and Relative Context Discrepancy
In Poster Session 6
Tian Lan ⋅ Hao Le ⋅ Jinbo Li ⋅ Wenjun He ⋅ Meng Wang ⋅ Chenghao Liu ⋅ Chen Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ConTSG-Bench: A Unified Benchmark for Conditional Time Series Generation
In Poster Session 6
Shaocheng Lan ⋅ Shuqi Gu ⋅ Zhangzhi Xiong ⋅ Kan Ren
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Baguan-TS: dual in-context learning model for time series forecasting with covariates
In Poster Session 6
Linxiao Yang ⋅ Xue Jiang ⋅ Gezheng Xu ⋅ Tian Zhou ⋅ Min Yang ⋅ Zhaoyang Zhu ⋅ Linyuan Geng ⋅ Zhipeng Zeng ⋅ Qiming Chen ⋅ Xinyue Gu ⋅ Rong Jin ⋅ Liang Sun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Nested Spatio-Temporal Time Series Forecasting
In Poster Session 6
YingHao Ai ⋅ Yukai Zhou ⋅ Ruoxi Jiang ⋅ Junyi An ⋅ Chao Qu ⋅ Zhijian Zhou ⋅ Shiyu Wang ⋅ Fenglei Cao ⋅ Zenglin Xu ⋅ Furao Shen ⋅ Yuan Qi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Fingerprints for Medical Time Series with Redundancy-Constrained Information Maximization
In Poster Session 6
Huayu Li ⋅ ZhengXiao He ⋅ Xiwen Chen ⋅ Jingjing Wang ⋅ Siyuan Tian ⋅ Jinghao Wen ⋅ Ao Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases
In Poster Session 6
Zhao Tan ⋅ Yiji Zhao ⋅ Shiyu Wang ⋅ Chang Xu ⋅ Yuxuan Liang ⋅ Xiping Liu ⋅ Shirui Pan ⋅ Ming Jin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TSRBench: A Comprehensive Multi-task Multi-modal Time Series Reasoning Benchmark for Generalist Models
In Poster Session 6
Fangxu Yu ⋅ Xingang Guo ⋅ Lingzhi Yuan ⋅ Haoqiang Kang ⋅ Hongyu Zhao ⋅ Lianhui Qin ⋅ Furong Huang ⋅ Bin Hu ⋅ Tianyi Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Revealing Scaling Behavior in Large-scale Time Series Models: Implications for More Efficient and Accurate Forecasting
In Poster Session 6
Xin Qiu ⋅ Junlong Tong ⋅ Yirong Sun ⋅ Yunpu Ma ⋅ Xiaoyu Shen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Time-PEFT: Temporal and Multichannel Complexity-Based Fine-Tuning for Time-Series Foundation Models
In Poster Session 6
Jihye Na ⋅ Patara Trirat ⋅ Chanyoung Park ⋅ Jae-Gil Lee
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TelecomTS: A Multi-Modal Observability Dataset for Time Series and Language Analysis
In Poster Session 6
Austin Feng ⋅ Andreas Varvarigos ⋅ Ioannis Panitsas ⋅ Daniela Fernandez ⋅ Yuwei Guo ⋅ Jinbiao Wei ⋅ Chen ⋅ Ali Maatouk ⋅ Leandros Tassiulas ⋅ ZHITAO YING
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Optimizing Network Simulation: Enhancing Performance Prediction Accuracy via Neural Architecture Search
In Poster Session 6
ShaoChen He ⋅ Zirui Zhuang ⋅ Haifeng Sun ⋅ Xiaoyuan Fu ⋅ Qi Qi ⋅ Lei Zhang ⋅ Jianxin Liao ⋅ Jingyu Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Time-Series Decomposition as a standalone Task: A Mechanism-Driven Diagnostic Benchmark
In Poster Session 6
Zipeng Wu ⋅ Jiani Wei ⋅ Shiqiao Zhou ⋅ Jiajun Chen ⋅ Fabian Spill ⋅ J. Andrews
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Ellipsoidal Time Series Forecasting
In Poster Session 6
Qilin Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Decoupling Universal Laws and Environmental Heterogeneity: A Physics-Inspired Framework for Robust Spatio-Temporal Forecasting
In Poster Session 6
Aoyu Liu ⋅ Liming Wei ⋅ YAYING ZHANG
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts
In Poster Session 6
Jiafeng Lin ⋅ Yuxuan Wang ⋅ HUAKUN LUO ⋅ Jianmin Wang ⋅ Zhongyi Pei
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Current Benchmarking Hinders Real Progress in Deep Learning for Time Series Forecasting
In Poster Session 6
Valentina Moretti ⋅ Andrea Cini ⋅ Ivan Marisca ⋅ Cesare Alippi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
L-Drive: Beyond a Single Mapping—Latent Context Drives Time Series Forecasting
In Poster Session 6
Fan Zhang ⋅ Shijun Chen ⋅ Hua Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FlowState: Sampling-Rate‑Equivariant Time‑Series Forecasting
In Poster Session 6
Lars Graf ⋅ Thomas Ortner ⋅ Stanisław Woźniak ⋅ Angeliki Pantazi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Dissecting Multimodal In-Context Learning: Modality Asymmetries and Circuit Dynamics in modern Transformers
In Poster Session 6
Yiran Huang ⋅ Karsten Roth ⋅ Quentin Bouniot ⋅ Wenjia Xu ⋅ Zeynep Akata
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Entropy-Aware Dynamic KV Cache Sparsification for Autoregressive Image Generation and Editing
In Poster Session 6
Tong Tong ⋅ LING XING ⋅ Linjie Li ⋅ Rui Yan ⋅ Zhengyuan Yang ⋅ Lijuan Wang ⋅ Alex Jinpeng Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Quaternion Self-Attention with Shared Scores
In Poster Session 6
Shogo Yamauchi ⋅ Tohru Nitta ⋅ Hideaki Tamori
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Robust Filter Attention: Self-Attention as a Parallel State Estimator
In Poster Session 6
Peter Racioppo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Training-Free Hashing-Based Attention via Binary Principal Components
In Poster Session 6
Daohai Yu ⋅ Zhanpeng Zeng ⋅ Keyu Chen ⋅ Wenhao Li ⋅ Zhifeng Shen ⋅ Luxi Lin ⋅ Ruizhi Qiao ⋅ Xing Sun ⋅ Rongrong Ji
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Multipole Semantic Attention: A Fast Approximation of Softmax Attention for Pretraining
In Poster Session 6
Rupert Mitchell ⋅ Kristian Kersting
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Attention Sink Forges Native MoE in Attention Layers: Sink-Aware Training to Address Head Collapse
In Poster Session 6
Zizhuo Fu ⋅ Wenxuan Zeng ⋅ Runsheng Wang ⋅ Meng Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AdaSplash-2: Faster Differentiable Sparse Attention
In Poster Session 6
Nuno M. T. Gonçalves ⋅ Hugo Pitorro ⋅ Vlad Niculae ⋅ Edoardo Ponti ⋅ Lei Li ⋅ Andre Martins ⋅ Marcos V. Treviso
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Linearizing Vision Transformer with Test-Time Training
In Poster Session 6
Yining Li ⋅ Dongchen Han ⋅ Zeyu Liu ⋅ Hanyi Wang ⋅ Yulin Wang ⋅ Gao Huang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Modelling Attention with Aitchison Geometry: Token Distinguishability and Temperature Scaling
In Poster Session 6
Sam Hilton-Jones ⋅ Timothy Norman ⋅ Zhanxing Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression
In Poster Session 6
Yuxuan Yang ⋅ Feiyang Ren ⋅ Bowen Zeng ⋅ Dalin Zhang ⋅ Jinpeng Chen ⋅ Gang Chen ⋅ Huan Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Anatomy of Massive Activations and Attention Sinks
In Poster Session 6
Shangwen Sun ⋅ Alfredo Canziani ⋅ Yann LeCun ⋅ Jiachen Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Statistically Optimal Scaling for Token Merging in Transformers
In Poster Session 6
Qing Zhou ⋅ Hongyuan Zhang ⋅ Tao Yang ⋅ Junyu Gao ⋅ Qi Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Efficient Transformer Attention for SNNs via Hadamard Simplification
In Poster Session 6
Tingting Jiang ⋅ Jiangrong Shen ⋅ Long Chen ⋅ Yaxin Li ⋅ Qi Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PLASH: Provably Linear-Time Attention with Selective Higher-Order Feature Sketching
In Poster Session 6
Yuwen Huang ⋅ Xiang Pan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation
In Poster Session 6
Jie Hu ⋅ Zixiang Gao ⋅ Yutong He ⋅ Kun Yuan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective
In Poster Session 6
Hyunmin Cho ⋅ Woo Kyoung Han ⋅ Kyong Hwan Jin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Universal Approximation with Softmax Attention
In Poster Session 6
Jerry Yao-Chieh Hu ⋅ Hude Liu ⋅ Hong-Yu Chen ⋅ Weimin Wu ⋅ Han Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
You Need Better Attention Priors
In Poster Session 6
Elon Litman ⋅ Gabe Guo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Incremental Learning of Sparse Attention Patterns in Transformers
In Poster Session 6
Oğuz Yüksel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Left–Right Symmetry Breaking in CLIP-style Vision-Language Models Trained on Synthetic Spatial-Relation Data
In Poster Session 6
Takaki Yamamoto ⋅ Chihiro Noguchi ⋅ Toshihiro Tanizawa
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Compass-RoPE: Isotropic Rotary Position Embeddings for Vision Transformers
In Poster Session 6
Chengxi Min ⋅ Wei Wang ⋅ Yao Zhao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Segmentation From Attention: Training-Free Layer Selection and One-Shot Tuning for Segmentation in VLMs
In Poster Session 6
Mir Rayat Imtiaz Hossain ⋅ Mennatullah Siam ⋅ Leonid Sigal ⋅ James Little
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LUCID: Attention with Preconditioned Representations
In Poster Session 6
Sai Surya Duvvuri ⋅ Nirmal Patel ⋅ Nilesh Gupta ⋅ Inderjit Dhillon
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space
In Poster Session 6
Zhenyi Shen ⋅ Junru Lu ⋅ Lin Gui ⋅ Jiazheng Li ⋅ Yulan He ⋅ di yin ⋅ Xing Sun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DEGAP: Dynamic Entropy-Guided Attention Perturbation for Contrastive Decoding in Large Vision-Language Models
In Poster Session 6
Mingyu Kang ⋅ Yuna Jeong ⋅ Junhyeong Park ⋅ Hyein Seo ⋅ Yong Suk Choi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Test-Time Training Is Secretly Linear Attention
In Poster Session 6
Junchen Liu ⋅ Sven Elflein ⋅ Or Litany ⋅ Zan Gojcic ⋅ Ruilong Li
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Krause Synchronization Transformers
In Poster Session 6
Jingkun Liu ⋅ Yisong Yue ⋅ Max Welling ⋅ Yue Song
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PACEAttention: Principled and Adaptive Feature Compression-Expansion Grounded in the Geometry of $\text{MCR}^2$
In Poster Session 6
Xiaojie Yu ⋅ Haibo Zhang ⋅ Jeremiah D. Deng ⋅ Lizhi Peng
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Contribution Weights: A Geometrical Analysis of Self-Attention Transformers
In Poster Session 6
Jake Cunningham ⋅ Nicola Muca Cirone
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Tucker Attention: A generalization of approximate attention mechanisms
In Poster Session 6
Timon Klein ⋅ Jonas Kusch ⋅ Sebastian Sager ⋅ Stefan Schnake ⋅ Steffen Schotthöfer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention
In Poster Session 6
Weikang Meng ⋅ Yadan Luo ⋅ Liangyu Huo ⋅ Yingjian Li ⋅ Yaowei Wang ⋅ Xin Li ⋅ Zheng Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ChaosNexus: A Foundation Model for ODE-based Chaotic System Forecasting with Hierarchical Multi-scale Awareness
In Poster Session 6
Chang Liu ⋅ Bohao Zhao ⋅ Jingtao Ding ⋅ Yong Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MODUS: Decoder-only Any-to-Any Modeling of Diverse Modalities
In Poster Session 6
Mingqiao Ye ⋅ Zhaochong An ⋅ Zhitong Gao ⋅ Xian Liu ⋅ Oğuzhan Fatih Kar ⋅ Jesse Allardice ⋅ Roman Bachmann ⋅ David Mizrahi ⋅ François Fleuret ⋅ Chuan Li ⋅ Amir Zadeh ⋅ Serge Belongie ⋅ Afshin Dehghan ⋅ Amir Zamir
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CoLA: Cross-Modal Low-rank Adaptation for Multimodal Downstream Tasks
In Poster Session 6
Wish Suharitdamrong ⋅ Tony Alex ⋅ Muhammad Awais ⋅ Sara Atito
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mitigating Label Shift in Tabular In-Context Learning via Test-Time Posterior Adjustment
In Poster Session 6
Seunghan Lee
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Making Foundation Models Probabilistic via Singular Value Ensembles
In Poster Session 6
Mehmet Ozgur Turkoglu ⋅ Dominik J. Mühlematter ⋅ Alexander Becker ⋅ Konrad Schindler ⋅ Helge Aasen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Similarity Is Not Logic: Factored Inference for Dual-Encoder Vision-Language Models
In Poster Session 6
Sultan Alshehri ⋅ Zhantao Yang ⋅ Han Zhang ⋅ Marios Savvides
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning
In Poster Session 6
Heming Zou ⋅ Yixiu Mao ⋅ Yun Qu ⋅ Cheems Wang ⋅ Xiangyang Ji
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SleepMaMi: A Universal Sleep Foundation Model for Integrating Macro- and Micro-structures
In Poster Session 6
Keondo Park ⋅ Younghoon Na ⋅ Yourim Choi ⋅ Hyunwoo Ryu ⋅ Hyun-Woo Shin ⋅ Hyung-Sin Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Illusion of Generalization: Instruction-Following, Task Bias and Contamination in Tabular Language Model Evaluation
In Poster Session 6
Aditya Gorla ⋅ Ratish Surendran Puduppully
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MORE: A Multilingual Document Parsing Benchmark and Evaluation
In Poster Session 6
Long Xu ⋅ Binghong Wu ⋅ TingHao YU ⋅ Hao Feng ⋅ zhenyuhuang ⋅ Haoqing Jiang ⋅ Yunhao Wang ⋅ Shuo Huang ⋅ feng zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Ramba: Selective State-Space Models for Relational Deep Learning
In Poster Session 6
Yiming Liu ⋅ Chunyu Wei ⋅ haozhe lin ⋅ Fengjun Xiao ⋅ Junqi Zhang ⋅ Yunhai Wang ⋅ Yueguo Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models
In Poster Session 6
Sujung Hong ⋅ Chanyong Yoon ⋅ Seong Jae Hwang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Deterministic Horizon: When Extended Reasoning Fails and Tool Delegation Becomes Necessary
In Poster Session 6
Dongxin Guo ⋅ Jikun Wu ⋅ Siu Ming Yiu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ACO-MoE-LoRA: Evolving-while-Training for Adapting Segment Anything Model 2 to Specialized Domains
In Poster Session 6
Kaiyi Luo ⋅ Bangjun Wang ⋅ Li Zhang ⋅ Fanzhang Li ⋅ Fei Zhu ⋅ Jiaqing Fan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Log Likelihood: Probability-Based Objectives for Supervised Fine-Tuning across the Model Capability Continuum
In Poster Session 6
Gaotang Li ⋅ Ruizhong Qiu ⋅ Xiusi Chen ⋅ Heng Ji ⋅ Hanghang Tong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Scaling Laws and Architectural Frontiers in Metagenomic Foundation Models
In Poster Session 6
Geraldene Munsamy ⋅ Gavin Ayres ⋅ Jérémie DONA ⋅ Carla Greco ⋅ Daniel P Anderson ⋅ Srijani Sridhar ⋅ William Chow ⋅ Aaron Kollasch ⋅ Robert Pecoraro ⋅ Tanggis Bohnuud ⋅ Keith Kam ⋅ Gus Minto-Cowcher ⋅ Marcus Leung ⋅ Hassan Sirelkhatim ⋅ John St. John ⋅ Ali Taghibakhshi ⋅ Tyler Shimko ⋅ Jared Wilber ⋅ Timur Rvachov ⋅ Saee Paliwal ⋅ Eddie Calleja ⋅ Noelia Ferruz ⋅ Kevin Yang ⋅ Francesco Farina ⋅ Philipp Lorenz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Zero-Shot Rankability: Revealing Latent Ordinal Structure in Multimodal Large Language Models via Language
In Poster Session 6
Nam Hyeon-Woo ⋅ Yebin Moon ⋅ Sohwi Lim ⋅ Kwon Byung-Ki ⋅ Tae-Hyun Oh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Foundation-style Model for Zero-Shot Statistical Dependency Measurement
In Poster Session 6
Zhengyang Hu ⋅ Yanzhi Chen ⋅ Hanxiang Ren ⋅ Qunsong Zeng ⋅ Youyi Zheng ⋅ Adrian Weller ⋅ Kaibin Huang ⋅ Yanchao Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Diversity Matters: Revisiting Test-Time Compute in Vision-Language Models
In Poster Session 6
Yijie Tong ⋅ Yifan Hou ⋅ Shaobo Cui ⋅ Antoine Bosselut ⋅ Mrinmaya Sachan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning
In Poster Session 6
Marc Marone ⋅ Orion Weller ⋅ William Fleshman ⋅ Eugene Yang ⋅ Dawn Lawrie ⋅ Benjamin Van Durme
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Attn-QAT: 4-Bit Attention With Quantization-Aware Training
In Poster Session 6
Peiyuan Zhang ⋅ Matthew Noto ⋅ Wenxuan Tan ⋅ Chengquan Jiang ⋅ Will Lin ⋅ Wei Zhou ⋅ Hao Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling
In Poster Session 6
Tengyao Tu ⋅ Yulin Li ⋅ Huiling Zhen ⋅ Libo Qin ⋅ Zhoujun Wei ⋅ Jinghua Piao ⋅ Zhuotao Tian ⋅ Yong Li ⋅ Min zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Head-in-Head in Linear Attention
In Poster Session 6
Shijie Mei ⋅ Man Yao ⋅ Jiabo Tong ⋅ Bo XU ⋅ Guoqi Li
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Alethia: a Foundational Encoder for Voice Deepfakes
In Poster Session 6
Yi Zhu ⋅ Brahmi Dwivedi ⋅ Jayaram Raghuram ⋅ Surya Koppisetti
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MODEL SOUPS NEED ONLY ONE INGREDIENT
In Poster Session 6
Alireza Abdollahpourrostam ⋅ Nikolaos Dimitriadis ⋅ Adam Hazimeh ⋅ Pascal Frossard
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Toward Identifiable Sparse Autoencoders
In Poster Session 6
Walter Nelson ⋅ Theofanis Karaletsos ⋅ Francesco Locatello
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GEM: Geometric Erasure by Contrastive Velocity Matching in Rectified Flows
In Poster Session 6
Jonas Henry Grebe ⋅ Tobias Braun ⋅ Anna Rohrbach ⋅ Marcus Rohrbach
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Quant VideoGen: Auto-Regressive Long Video Generation via 2-Bit KV-Cache Quantization
In Poster Session 6
Haocheng Xi ⋅ Shuo Yang ⋅ Yilong Zhao ⋅ Muyang Li ⋅ Han Cai ⋅ Xingyang Li ⋅ Yujun Lin ⋅ Zhuoyang Zhang ⋅ Jintao Zhang ⋅ Xiuyu Li ⋅ Zhiying Xu ⋅ Jun Wu ⋅ Chenfeng Xu ⋅ Ion Stoica ⋅ Song Han ⋅ Kurt Keutzer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Normalizing Flows with Iterative Denoising
In Poster Session 6
Tianrong Chen ⋅ Jiatao Gu ⋅ David Berthelot ⋅ Joshua M Susskind ⋅ Shuangfei Zhai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Scalable GANs with Transformers
In Poster Session 6
Sangeek Hyun ⋅ MinKyu Lee ⋅ Jae-Pil Heo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometric Decoupling: Diagnosing the Structural Instability of Latent
In Poster Session 6
Yuanbang Liang ⋅ Zhengwen Chen ⋅ Yu-Kun Lai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Twins: Learn to Predict Unified Representations with Focal Loss
In Poster Session 6
Kaixiong Gong ⋅ Xin Cai ⋅ Bin Lin ⋅ Hao Wang ⋅ Yunlong Lin ⋅ Mingzhe Zheng ⋅ Bohao Li ⋅ Jian-Wei Zhang ⋅ Miles Yang ⋅ Zhao Zhong ⋅ Liefeng Bo ⋅ Xiangyu Yue
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
KFStego: Key-Free Secure Image Distribution via Bipartite Structural Invariants
In Poster Session 6
Ren Lijing ⋅ denghui zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SemanticNVS: Improving Semantic Scene Understanding in Generative Novel View Synthesis
In Poster Session 6
Xinya Chen ⋅ Christopher Wewer ⋅ Jiahao Xie ⋅ Xinting Hu ⋅ Jan Eric Lenssen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometry-Aware Tabular Diffusion
In Poster Session 6
David Zagardo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Efficient Reasoning with Hidden Thinking
In Poster Session 6
Xuan Shen ⋅ Yizhou Wang ⋅ Yufa Zhou ⋅ Xiangxi Shi ⋅ Pu Zhao ⋅ Yanzhi Wang ⋅ Jiuxiang Gu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CryoACE: An Atom-centric Framework for Accurate and Automated Model Building in Cryo-EM
In Poster Session 6
Minzhang Li ⋅ Mingrui Li ⋅ Weichen Qin ⋅ Qihe Chen ⋅ Sixian Shen ⋅ Yuan Pei ⋅ Jiakai Zhang ⋅ Jingyi Yu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Rethinking 3D Shape Generation: Diffusion over Superquadrics
In Poster Session 6
Zhiyang Liu ⋅ Wanze Li ⋅ Yuwei Wu ⋅ Chengran Yuan ⋅ JIAWEI SUN ⋅ Rui Zheng ⋅ Marcelo Ang Jr
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Trajectory-Aware Spiking DiTs Conversion via Membrane Potential Error-Feedback
In Poster Session 6
Haoran Fang ⋅ Jinjie Fang ⋅ Tianxing Man ⋅ Wanli Shi ⋅ Xingchen Li ⋅ Bin Gu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RePack then Refine: Efficient Diffusion Transformers with Vision Foundation Models
In Poster Session 6
Guanfang Dong ⋅ Luke Schultz ⋅ Negar Hassanpour ⋅ Chao Gao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TAG: Tangential Amplifying Guidance for Hallucination-Resistant Sampling
In Poster Session 6
Hyunmin Cho ⋅ Donghoon Ahn ⋅ Susung Hong ⋅ Jee Eun Kim ⋅ Seungryong Kim ⋅ Kyong Hwan Jin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Revisiting Spectral Representations in Generative Diffusion Models
In Poster Session 6
Yuehao Wang ⋅ Peihao Wang ⋅ Hanwen Jiang ⋅ Ziyi Yang ⋅ Qixing Huang ⋅ Zhangyang “Atlas” Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RobuQ: Pushing DiTs to W1.58A2 via Robust Activation Quantization
In Poster Session 6
Kaicheng Yang ⋅ Xun Zhang ⋅ Haotong Qin ⋅ Yucheng Lin ⋅ Kaisen Yang ⋅ Xianglong Yan ⋅ Yulun Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SGMD: Score Gradient Matching Distillation for Few-Step Video Diffusion Distillation
In Poster Session 6
Zhuguanyu Wu ⋅ Ruihao Gong ⋅ Yang Yong ⋅ Yushi Huang ⋅ Xiangyu Fan ⋅ Lei Yang ⋅ Dahua Lin ⋅ Xianglong Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GuidedBridge: Training-freely Improving Bridge Models with Prior Guidance
In Poster Session 6
Zehua Chen ⋅ Yucheng Yang ⋅ Binjie Yuan ⋅ Kaiwen Zheng ⋅ Jun Liu ⋅ Jun Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation
In Poster Session 6
Zekai Li ⋅ Ji Liu ⋅ Yiqing Huang ⋅ Ziqiong Liu ⋅ Dong Li ⋅ Emad Barsoum
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ReGen: Hierarchical Multi-Prompt Representation Generation for Efficient Waveform Diffusion Models
In Poster Session 6
Sang-Hoon Lee ⋅ Ha-Yeong Choi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Set Diffusion: Interpolating Token Orderings between Autoregression and Diffusion for Fast and Flexible Decoding
In Poster Session 6
Marianne Arriola ⋅ Volodymyr Kuleshov
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FourTune: Towards Fully 4-Bit Efficient Post-Training for Diffusion Models
In Poster Session 6
Bowen Xue ⋅ Zihan Min ⋅ Xingyang Li ⋅ Muyang Li ⋅ Yujun Lin ⋅ Zhekai Zhang ⋅ Haocheng Xi ⋅ Lvmin Zhang ⋅ Maneesh Agrawala ⋅ Jun-Yan Zhu ⋅ Song Han
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization
In Poster Session 6
Mikhail Persiianov ⋅ Arip Asadulaev ⋅ Nikita Andreev ⋅ Nikita Starodubcev ⋅ Dmitry Baranchuk ⋅ Anastasis Kratsios ⋅ Evgeny Burnaev ⋅ Aleksandr Korotin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Lookahead Sample Reward Guidance for Test-Time Scaling of Diffusion Models
In Poster Session 6
Yeongmin Kim ⋅ Donghyeok Shin ⋅ Byeonghu Na ⋅ Minsang Park ⋅ Richard Lee Kim ⋅ IL CHUL MOON
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Two Calm Ends and the Wild Middle: A Geometric Picture of Memorization in Diffusion Models
In Poster Session 6
Nick Dodson ⋅ Xinyu Gao ⋅ Qingsong Wang ⋅ Yusu Wang ⋅ Zhengchao Wan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geodesic Flow Matching for Denoising High-Dimensional Structured Representations
In Poster Session 6
Karim Habashy ⋅ Chris Eliasmith
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Triadic Dynamics Aware Diffusion Posterior Sampling for Inverse Problems: Optimizing Guidance and Stochasticity Schedules
In Poster Session 6
Junseo Bang ⋅ Dong Ju Mun ⋅ Hoigi Seo ⋅ Seongmin Hong ⋅ Se Young Chun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Flow Sampling : Learning to Sample from Unnormalized Densities via Denoising Conditional Processes
In Poster Session 6
Aaron Havens ⋅ Brian Karrer ⋅ Neta Shaul
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Watch Your Step: Information Injection in Diffusion Models via Shadow Timestep Embedding
In Poster Session 6
AN HUANG ⋅ Junggab Son ⋅ Zuobin Xiong
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stein Diffusion Guidance: Training-Free Posterior Correction for Sampling Beyond High-Density Regions
In Poster Session 6
Van Khoa NGUYEN ⋅ Lionel Blondé ⋅ Alexandros Kalousis
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Biased Generalization in Diffusion Models
In Poster Session 6
Luca Saglietti ⋅ Luca Biggio ⋅ Jerome Garnier-Brun ⋅ Davide Beltrame ⋅ Marc Mezard
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Riemannian Neural Optimal Transport
In Poster Session 6
Alessandro Micheli ⋅ Yueqi Cao ⋅ Anthea Monod ⋅ Samir Bhatt
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Neural Dispersion on Graphs
In Poster Session 6
Ryien Hosseini ⋅ Pouya Gholami ⋅ Filippo Simini ⋅ Venkatram Vishwanath ⋅ Rebecca Willett ⋅ Henry (Hank) Hoffmann
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Meta-iLaD: Identifiable Latent Dynamics via Meta-Learning of Dynamics Environments
In Poster Session 6
Yubo Ye ⋅ Sweekar Piya ⋅ Xiajun Jiang ⋅ Linwei Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometry-Correct Diffusion Posterior Sampling with Denoiser-Pullback Curvature Guidance and Manifold-Aligned Damping
In Poster Session 6
Seunghyeok Shin ⋅ Minwoo Kim ⋅ Dabin Kim ⋅ Hongki Lim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Breaking the Simplification Bottleneck in Amortized Neural Symbolic Regression
In Poster Session 6
Paul Saegert ⋅ Ullrich Koethe
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Tail Annealing for Heavy-Tailed Flow Matching
In Poster Session 6
Jean Pachebat
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning
In Poster Session 6
Bo Yin ⋅ Xiaobin Hu ⋅ Xingyu Zhou ⋅ Yu HE ⋅ Peng-Tao Jiang ⋅ Yue Liao ⋅ Junwei Zhu ⋅ Weijian Cao ⋅ Ying Tai ⋅ Shuicheng YAN
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
L2G-NET: Local to Global Spectral Graph Neural Networks via Cauchy Factorizations
In Poster Session 6
Samuel Fernandez ⋅ Eduardo Pavez ⋅ Antonio Ortega
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SFCLTA: Spectral Fusion Contrastive Learning with Topology-Adaptive Graph Augmentation
In Poster Session 6
Zhuo Xu ⋅ Lu Bai ⋅ Jincheng Li ⋅ Lixin Cui ⋅ Ming Li ⋅ Hangyuan Du ⋅ Yue Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SuperHype: Hypergraph Generation via Graph-Superposition Decomposition
In Poster Session 6
Lucas Gantes ⋅ Abele Mălan ⋅ Roberto Gheda ⋅ Robert Birke ⋅ Lydia Y. Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Anchor-guided Hypergraph Condensation with Dual-level Discrimination
In Poster Session 6
Fan Li ⋅ Xiaoyang Wang ⋅ Chen Chen ⋅ Wenjie Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Feedback Control for Multi-Objective Graph Self-Supervision
In Poster Session 6
Karish Grover ⋅ Theodore Vasiloudis ⋅ Han Xie ⋅ Sixing Lu ⋅ Xiang song ⋅ Christos Faloutsos
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Boundary Embedding Shaping with Adaptive Contrastive Learning for Graph Structural Disentanglement
In Poster Session 6
Jiaqing Chen ⋅ Zidu Yin ⋅ Yichao Cai ⋅ Yuhang Liu ⋅ Zhen Zhang ⋅ Dong Gong ⋅ Javen Qinfeng Shi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Understanding Truncated Positional Encodings for Graph Neural Networks
In Poster Session 6
James Flora ⋅ Mitchell Black ⋅ Weng-Keen Wong ⋅ Amir Nayyeri
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Graph Neural Dynamics via Learned Energy and Tangential Flows
In Poster Session 6
Moshe Eliasof ⋅ Eldad Haber ⋅ Carola-Bibiane Schönlieb
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learnable Kernel Density Estimation for Graphs and Its Application to Graph-Level Anomaly Detection
In Poster Session 6
Xudong Wang ⋅ Ziheng Sun ⋅ Chris Ding ⋅ Jicong Fan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning to Execute Graph Algorithms Exactly with Graph Neural Networks
In Poster Session 6
Muhammad Fetrat Qharabagh ⋅ Artur Back de Luca ⋅ George Giapitzakis ⋅ Kimon Fountoulakis
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Entangled No More: Multi-Domain Decoupling for Robust Dynamic Graph Neural Networks
In Poster Session 6
Youda Mo ⋅ Chaobo He ⋅ Junwei Cheng ⋅ Peng Mei ⋅ Quanlong Guan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EquiCAD: A Geometric Equivariant Neural Network for 3D Shape Classification
In Poster Session 6
Yonghao Su ⋅ Yantao Gan ⋅ Junfeng Long ⋅ Caiyang Yu ⋅ Wenhao Zheng ⋅ Xianggen Liu ⋅ Jiancheng Lv
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
End-to-end Graph-structured Brain Representation Learning
In Poster Session 6
Liang Yang ⋅ Shuai Zhai ⋅ Ziyi Ma ⋅ Jiaming Zhuo ⋅ Di Jin ⋅ Chuan Wang ⋅ Zhen Wang ⋅ Xiaochun Cao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Unitary Convolutions for Message-passing and Positional Encodings on Directed Graphs
In Poster Session 6
Lukas Fesser ⋅ Bobak Kiani ⋅ Melanie Weber
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
What Information Matters? Graph Out-of-Distribution Detection via Tri-Component Information Decomposition
In Poster Session 6
Danny Wang ⋅ Ruihong Qiu ⋅ Zi Huang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Uncertainty-Constrained Trustworthiness for Graph Learning
In Poster Session 6
Chunhui Zhang ⋅ Pengqi Li ⋅ Lizhong Ding ⋅ Peng Yang ⋅ Changsheng Li ⋅ Ye Yuan ⋅ Guoren Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Adversarial Attacks and Robust Training for Hypergraph Neural Networks
In Poster Session 6
Naheed Anjum Arafat ⋅ Debabrota Basu ⋅ Yulia Gel ⋅ Danda Rawat
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Sheaf Neural Networks on SPD Manifolds: Second-Order Geometric Representation Learning
In Poster Session 6
Yuhan Peng ⋅ Junwen Dong ⋅ Yuzhi Zeng ⋅ Hao Li ⋅ Ce Ju ⋅ Huitao Feng ⋅ Diaaeldin Taha ⋅ Anna Wienhard ⋅ Kelin Xia
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Fast Mixture of Curvature-Aware Experts for Diverse and Dynamic Graph Topologies
In Poster Session 6
Jiayi Yang ⋅ Xing Wei ⋅ Chunchun Chen ⋅ Yi Feng ⋅ Wengang Guo ⋅ Rui Fan ⋅ Xiaofeng Cao ⋅ Xin Sun ⋅ Wei Ye
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Pure Hierarchical Spectral Parcellation Network for Brain Network Analysis
In Poster Session 6
Jiaming Zhuo ⋅ Shuai Zhai ⋅ Ziyi Ma ⋅ Kun Fu ⋅ Chuan Wang ⋅ Di Jin ⋅ Zhen Wang ⋅ Xiaochun Cao ⋅ Huazhu Fu ⋅ Liang Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GraphP-FL: Personalized Federated Graph Learning via Dynamic Structure Awareness and Fisher Information Elastic Alignment
In Poster Session 6
Haoyu Chen ⋅ Jinsong Wang ⋅ Zening Zhao ⋅ Kai Shi ⋅ Zongpu Wei ⋅ Jianhao Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
VDW-GNNs: Vector diffusion wavelets for geometric graph neural networks
In Poster Session 6
David R Johnson ⋅ Alexander Sietsema ⋅ Rishabh Anand ⋅ Deanna Needell ⋅ Smita Krishnaswamy ⋅ Michael Perlmutter
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HSMAD: Heterophily-Driven Spectral and Manifold Learning for Graph Anomaly Detection
In Poster Session 6
Chen Zhu ⋅ YAYING ZHANG
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond ReLU: Bifurcation, Oversmoothing, and Topological Priors
In Poster Session 6
Erkan Turan ⋅ Gaspard Abel ⋅ Maysam Behmanesh ⋅ Emery Pierson ⋅ Maks Ovsjanikov
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
IRPM: Intergroup Relative Preference Modeling for Pointwise Generative Reward Models
In Poster Session 6
Haonan Song ⋅ Qingchen Xie ⋅ Huan Zhu ⋅ Feng Xiao ⋅ Luxi Xing ⋅ Liu Kang ⋅ Fuzhen Li ⋅ Zhiyong Zheng ⋅ Feng Jiang ⋅ Ziheng Li ⋅ Kun Yan ⋅ Qingyi Si ⋅ Yanghua Xiao ⋅ Hongcheng Guo ⋅ Fan Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TarGATE: Target-Aware Data Selection via Token-Attenuation Gates
In Poster Session 6
Xiandi Luo ⋅ Shiwei Li ⋅ Haozhao Wang ⋅ Yihao Ouyang ⋅ Zhuoqi Hu ⋅ Yichen Li ⋅ Xiao Yang ⋅ Huning Liu ⋅ Ruixuan Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SAGE: Shaping Anchors for Guided Exploration in RLVR of LLMs
In Poster Session 6
Chanuk Lee ⋅ Minki Kang ⋅ Sung Ju Hwang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Good SFT Optimizes for SFT, Better SFT Prepares for Reinforcement Learning
In Poster Session 6
Dylan Zhang ⋅ Yufeng Xu ⋅ Haojin Wang ⋅ Qingzhi Chen ⋅ Hao Peng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
$V_0$: A Generalist Value Model for Any Policy at State Zero
In Poster Session 6
Yi-Kai Zhang ⋅ Zhiyuan Yao ⋅ Hongyan Hao ⋅ Yueqing Sun ⋅ Qi GU ⋅ Hui Su ⋅ Xunliang Cai ⋅ De-Chuan Zhan ⋅ Han-Jia Ye
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ECO: Quantized Training without Full-Precision Master Weights
In Poster Session 6
Mahdi Nikdan ⋅ Amir Zandieh ⋅ Dan Alistarh ⋅ Vahab Mirrokni
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning
In Poster Session 6
Yuan Li ⋅ Bo Wang ⋅ Yufei Gao ⋅ Yuqian Yao ⋅ Xinyuan Wang ⋅ Zhangyue Yin ⋅ Xipeng Qiu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning
In Poster Session 6
Wenzhe Niu ⋅ Wei He ⋅ Zongxia Xie ⋅ Jinpeng Ou ⋅ Huichuan Fan ⋅ Yuchen Ge ⋅ Yanru Sun ⋅ Ziyin Wang ⋅ Yizhao Sun ⋅ Chengshun Shi ⋅ Jiuchong Gao ⋅ Jinghua Hao ⋅ Renqing He
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Positive–Unlabeled Reinforcement Learning Distillation for On-Premise Small Models
In Poster Session 6
Zhiqiang Kou ⋅ Junyang Chen ⋅ Xin-Qiang Cai ⋅ Xiaobo Xia ⋅ Ming-Kun Xie ⋅ Dong-Dong Wu ⋅ Biao Liu ⋅ Yuheng Jia ⋅ Xin Geng ⋅ Masashi Sugiyama ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stabilizing MoE Reinforcement Learning by Aligning Training and Inference Routers
In Poster Session 6
Wenhan Ma ⋅ Hailin Zhang ⋅ Liang Zhao ⋅ Yifan Song ⋅ Yudong Wang ⋅ Fuli Luo ⋅ Zhifang Sui
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Just-In-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates
In Poster Session 6
yibo li ⋅ Zijie Lin ⋅ Ailin Deng ⋅ Xuan (Billy) Zhang ⋅ Yufei He ⋅ Shuo Ji ⋅ Tri Cao ⋅ Bryan Hooi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Spurious Rewards: Rethinking Training Signals in RLVR
In Poster Session 6
Rulin Shao ⋅ Stella Li ⋅ Rui Xin ⋅ Scott Geng ⋅ Yiping Wang ⋅ Sewoong Oh ⋅ Simon Du ⋅ Nathan Lambert ⋅ Sewon Min ⋅ Ranjay Krishna ⋅ Yulia Tsvetkov ⋅ Hannaneh Hajishirzi ⋅ Pang Wei Koh ⋅ Luke Zettlemoyer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Alternating Reinforcement Learning for Rubric-Based Reward Modeling in Non-Verifiable LLM Post-Training
In Poster Session 6
Ran Xu ⋅ Tianci Liu ⋅ Zihan Dong ⋅ Tony Yu ⋅ Ilgee Hong ⋅ Carl Yang ⋅ Linjun Zhang ⋅ Tuo Zhao ⋅ Haoyu Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mem-T: Densifying Rewards for Long-Horizon Memory Agents
In Poster Session 6
Yanwei Yue ⋅ Guibin Zhang ⋅ Boci Peng ⋅ Xuanbo Fan ⋅ Jiaxin Guo ⋅ Qiankun Li ⋅ Yan Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
REAR: Test-time Preference Realignment through Reward Decomposition
In Poster Session 6
Fuxiang Zhang ⋅ Pengcheng Wang ⋅ Chenran Li ⋅ Yi-Chen Li ⋅ Yuxin Chen ⋅ Lang Feng ⋅ Chenfeng Xu ⋅ Masayoshi Tomizuka ⋅ Bo An
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
When RL Meets Adaptive Speculative Training: A Unified Training-Serving System
In Poster Session 6
Fengxiang Bie ⋅ Junxiong Wang ⋅ Jisen Li ⋅ Zhongzhu Zhou ⋅ Chenfeng Xu ⋅ Zelei Shao ⋅ Yubo Wang ⋅ Yinghui Liu ⋅ Qingyang Wu ⋅ Avner May ⋅ Ben Athiwaratkun ⋅ Yineng Zhang ⋅ Shuaiwen Song ⋅ Xiaoxia (Shirley) Wu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Curating the Future: A Scalable Recipe for Training Open-Ended Forecasters
In Poster Session 6
Nikhil Chandak ⋅ Shashwat Goel ⋅ Ameya Pandurang Prabhu ⋅ Moritz Hardt ⋅ Jonas Geiping
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CLIMB: Taming the LoRA Residency Cliff in Multi-LoRA Serving
In Poster Session 6
Haoran Zhang ⋅ Zhiyu Liang ⋅ ZUO Decheng ⋅ Hongzhi Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Long Live The Balance: Information Bottleneck Driven Tree-based Policy Optimization
In Poster Session 6
Hao Jiang ⋅ Shurui Li ⋅ Tianpeng Bu ⋅ Bowen Xu ⋅ Xin Liu ⋅ Qihua Chen ⋅ hongtao duan ⋅ lulu hu ⋅ Bin Yang ⋅ Minying Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Predicting the Emergence of Induction Heads in Language Model Pretraining
In Poster Session 6
Tatsuya Aoyama ⋅ Ethan Wilcox ⋅ Nathan Schneider
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Trust Region Masking for Long-Horizon LLM Reinforcement Learning
In Poster Session 6
Yingru Li ⋅ Jiacai Liu ⋅ Jiawei Xu ⋅ Yuxuan Tong ⋅ Ziniu Li ⋅ Baoxiang Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Rethinking the Trust Region in LLM Reinforcement Learning
In Poster Session 6
Penghui Qi ⋅ Xiangxin Zhou ⋅ Zichen Liu ⋅ Tianyu Pang ⋅ Chao Du ⋅ Min Lin ⋅ Wee Sun Lee
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Train for Truth, Keep the Skills: Binary Retrieval-Augmented Reward Mitigates Hallucinations
In Poster Session 6
Tong Chen ⋅ Akari Asai ⋅ Luke Zettlemoyer ⋅ Hannaneh Hajishirzi ⋅ Faeze Brahman
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Experience is the Best Teacher: Motivating Effective Exploration in Reinforcement Learning for LLMs
In Poster Session 6
Wenjian Zhang ⋅ Kongcheng Zhang ⋅ Jiaxin Qi ⋅ Baisheng Lai ⋅ Jianqiang Huang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ActiveUltraFeedback: Efficient Preference Data Generation using Active Learning
In Poster Session 6
Davit Melikidze ⋅ Marian Schneider ⋅ Jessica Lam ⋅ Martin Wertich ⋅ Ido Hakimi ⋅ Barna Pasztor ⋅ Andreas Krause
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
T$^2$PO: Uncertainty-Guided Exploration Control for Stable Multi-Turn Agentic Reinforcement Learning
In Poster Session 6
Haixin Wang ⋅ Hejie Cui ⋅ Chenwei Zhang ⋅ Xin Liu ⋅ Shuowei Jin ⋅ Shijie Geng ⋅ Xinyang Zhang ⋅ Nasser Zalmout ⋅ Zhenyu Shi ⋅ Yizhou Sun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Efficient RL Training for LLMs with Experience Replay
In Poster Session 6
Charles Arnal ⋅ Vivien Cabannnes ⋅ Taco Cohen ⋅ Julia Kempe ⋅ REMI MUNOS
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ECHO: Entropy-Confidence Hybrid Optimization for Test-Time Reinforcement Learning
In Poster Session 6
Chu Zhao ⋅ Enneng Yang ⋅ Yuting Liu ⋅ Jianzhe Zhao ⋅ Guibing Guo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
In Poster Session 6
Shih-Yang Liu ⋅ Xin Dong ⋅ Ximing Lu ⋅ Shizhe Diao ⋅ Peter Belcak ⋅ Mingjie Liu ⋅ Min-Hung Chen ⋅ Hongxu Yin ⋅ Yu-Chiang Wang ⋅ Kwang-Ting Cheng ⋅ Yejin Choi ⋅ Jan Kautz ⋅ Pavlo Molchanov
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Probing RLVR Training Instability through the Lens of Objective-Level Hacking
In Poster Session 6
Yiming Dong ⋅ Kun Fu ⋅ Haoyu Li ⋅ Xinyuan Zhu ⋅ Yurou Liu ⋅ Lijing Shao ⋅ Jieping Ye ⋅ Zheng Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
BroRL: Scaling Reinforcement Learning via Broadened Exploration
In Poster Session 6
Jian Hu ⋅ Mingjie Liu ⋅ Ximing Lu ⋅ Fang Wu ⋅ Zaid Harchaoui ⋅ Shizhe Diao ⋅ Yejin Choi ⋅ Pavlo Molchanov ⋅ Jun Yang ⋅ Jan Kautz ⋅ Yi Dong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OnePO: Direct One-stage Policy Optimization for SFT-free Domain Adaptation
In Poster Session 6
Junying Chen ⋅ Xinyuan Xie ⋅ Ziniu Li ⋅ Benyou Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
When Distance Distracts: Representation Distance Bias in BT-Loss for Reward Models
In Poster Session 6
Tong Xie ⋅ Ching-Yuan Bai ⋅ Yuanhao Ban ⋅ Yunqi Hong ⋅ Haoyu Li ⋅ Cho-Jui Hsieh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Test-Time Training: Learning to Reason via Hardware-Efficient Optimal Control
In Poster Session 6
Peihao Wang ⋅ Shan Yang ⋅ Xijun Wang ⋅ Tesi Xiao ⋅ Xin Liu ⋅ Changlong Yu ⋅ Yu Lou ⋅ Pan Li ⋅ Zhangyang “Atlas” Wang ⋅ Ming Lin ⋅ Rene Vidal
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Maximizing the Spectral Energy Gain in Sub-1-Bit LLMs via Latent Geometry Alignment
In Poster Session 6
Banseok Lee ⋅ Youngmin Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Understanding the Ability of LLMs to Handle Character-Level Perturbation
In Poster Session 6
Anyuan Zhuo ⋅ Xuefei Ning ⋅ Ningyuan Li ⋅ Jingyi Zhu ⋅ Yu Wang ⋅ Pinyan Lu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
What Does Vision Tool-Use Reinforcement Learning Really Learn? Disentangling Tool-Induced and Intrinsic Effects for Crop-and-Zoom
In Poster Session 6
MA YAN ⋅ Weiyu Zhang ⋅ Tianle Li ⋅ Du Linge ⋅ Xuyang Shen ⋅ Pengfei Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Certain Head, Uncertain Tail: Expert-Sample for Test-Time Scaling in Fine-Grained MoE
In Poster Session 6
Yuanteng Chen ⋅ Peisong Wang ⋅ Nanxin Zeng ⋅ Yuantian Shao ⋅ Shuang Qiu ⋅ Gang Li ⋅ Jing Liu ⋅ Jian Cheng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GSRQ: Gain-Shape Residual Quantization for Sub-1-bit KV Cache
In Poster Session 6
Soosung Kim ⋅ Minjae Park ⋅ Eui-Young Chung ⋅ Jaeyong Chung
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Representation Drift Compensation: A Zero-Cost Enhancement for LLM Decomposition
In Poster Session 6
Xinhao Huang ⋅ You-Liang Huang ⋅ Zeyi Wen
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Preserve-Then-Quantize: Balancing Rank Budgets for Quantization Error Reconstruction in LLMs
In Poster Session 6
Yoonjun Cho ⋅ Dongjae Jeon ⋅ Soeun Kim ⋅ Moongyu Jeon ⋅ Albert No
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Devil is in the Spectrum: Mitigating Representation Collapse in LLMs via Topologically Regularized Side-Path
In Poster Session 6
Yiheng Tao ⋅ Kaiwen Cheng ⋅ Yao Lu ⋅ Chang Liu ⋅ Jie Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MixQuant: Pushing the Limits of Block Rotations in Post-Training Quantization
In Poster Session 6
Sai Sanjeet ⋅ Ian Colbert ⋅ Pablo Monteagudo-Lago ⋅ Giuseppe Franco ⋅ Yaman Umuroglu ⋅ Nicholas Fraser
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Float8@2bits: Entropy Coding Enables Data-Free Model Compression
In Poster Session 6
Patrick Putzky ⋅ Martin Genzel ⋅ Mattes Mollenhauer ⋅ Sebastian Schulze ⋅ Thomas Wollmann ⋅ Stefan Dietzel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ExpertWeaver: Unlocking the Inherent MoE in Dense LLMs with GLU Activation Patterns
In Poster Session 6
Ziyu Zhao ⋅ Tong Zhu ⋅ Xin Yu ⋅ Zhi Zhang ⋅ Tiantian Fan ⋅ Jinluan Yang ⋅ Kun Kuang ⋅ Zhongyu Wei ⋅ Fei Wu ⋅ Yu Cheng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TokenDrop: Token-Level Importance-Aware Backward Propagation Skipping for Efficient LLM Fine-Tuning
In Poster Session 6
Beomseok Kim ⋅ Sol Namkung ⋅ Dongsuk Jeon
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Overthinking: Amplifying Reasoning Weights to Extract Learned Secrets
In Poster Session 6
Jack Hopkins ⋅ Dipika Khullar ⋅ Fabien Roger
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Fast Byte Latent Transformer
In Poster Session 6
Julie Kallini ⋅ Artidoro Pagnoni ⋅ Tomasz Limisiewicz ⋅ Gargi Ghosh ⋅ Luke Zettlemoyer ⋅ Christopher Potts ⋅ Xiaochuang Han ⋅ Srinivasan Iyer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs
In Poster Session 6
Niccolò Avogaro ⋅ Nayanika Debnath ⋅ Li Mi ⋅ Thomas Frick ⋅ Junling Wang ⋅ Zexue He ⋅ Hang Hua ⋅ Konrad Schindler ⋅ Mattia Rigotti
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Spectra: Rethinking Optimizers for LLMs Under Spectral Anisotropy
In Poster Session 6
Zhendong Huang ⋅ Hengjie Cao ⋅ Fang DONG(董方) ⋅ Ruijun Huang ⋅ Mengyi Chen ⋅ Yifeng Yang ⋅ Xin Zhang ⋅ Anrui Chen ⋅ Mingzhi Dong ⋅ Yujiang Wang ⋅ Jinlong Hou ⋅ Qin Lv ⋅ Robert Dick ⋅ Yuan Cheng ⋅ Tun Lu ⋅ Fan Yang ⋅ Li Shang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Compute When Worth It: Risk Control for Reasoning on a Compute Budget
In Poster Session 6
Xi Wang ⋅ Anushri Suresh ⋅ Alvin Zhang ⋅ Rishi More ⋅ William Jurayj ⋅ Mehrdad Farajtabar ⋅ Daniel Khashabi ⋅ Eric Nalisnick
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FPTQuant: Function-Preserving Transforms for LLM Quantization
In Poster Session 6
Boris van Breugel ⋅ Yelysei Bondarenko ⋅ Paul Whatmough ⋅ Markus Nagel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Plug-and-Play Spiking Operators: Breaking the Nonlinearity Bottleneck in Spiking Transformers
In Poster Session 6
Xinzhe Yuan ⋅ Xiang Peng ⋅ Bin Gu ⋅ Huan Xiong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SubspacePath Pruner: Inference-time Pruning via Probe-based Representation–Parameter Coupling
In Poster Session 6
Zhiren Gong ⋅ Yikun Hou ⋅ Fan Wu ⋅ CHE WANG ⋅ Fuyao Zhang ⋅ Tiantong Wu ⋅ Yurong Hao ⋅ Jiaming Zhang ⋅ Yiyang Duan ⋅ Tiantong Wang ⋅ Fei Huang ⋅ Chau Yuen ⋅ Wei Lim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ReSpinQuant: Efficient Layer-Wise LLM Quantization via Subspace Residual Rotation Approximation
In Poster Session 6
Suyoung Kim ⋅ Sunghyun Wee ⋅ Hyeonjin Kim ⋅ Kyomin Hwang ⋅ Hyunho Lee ⋅ NOJUN KWAK
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Schur-A*: Layer-wise Optimal Expert Pruning for Sparse MoEs via Schur-Complement Guided A* Search
In Poster Session 6
Zheng Chen ⋅ Weifeng Yang ⋅ Jianxiao Tang ⋅ Buhui Yao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
S-Quant: Rethinking Weight Quantization with Seed-Based Generation
In Poster Session 6
Mingzi Wang ⋅ Lancheng Zou ⋅ Shuo Yin ⋅ Zhuolun He ⋅ Bei Yu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Zero-source LLM Hallucination Detection with Human-like Criteria Probing
In Poster Session 6
Jiahao Yang ⋅ Shuhai Zhang ⋅ Hailong Kang ⋅ Feng Liu ⋅ Qi Chen ⋅ Mingkui Tan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SimpleGPT: Improving GPT via A Simple Normalization Strategy
In Poster Session 6
Marco Chen ⋅ Xianbiao Qi ⋅ Yelin He ⋅ Jiaquan Ye ⋅ Rong Xiao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RaBitQCache: Rotated Binary Quantization for KVCache in Long Context LLM Inference
In Poster Session 6
Wenhao Li ⋅ Jinhao Dong ⋅ Hailin Zhang ⋅ Wenhang Shi ⋅ WEI LU ⋅ Xiaoyong Du
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PatternKV: Flattening KV Representation Expands Quantization Headroom
In Poster Session 6
Ji Zhang ⋅ Yiwei Li ⋅ Shaoxiong Feng ⋅ Peiwen Yuan ⋅ Xinglin Wang ⋅ Yueqi Zhang ⋅ Jiayi Shi ⋅ Chuyi Tan ⋅ Boyuan Pan ⋅ Yao Hu ⋅ Kan Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DiffuMamba: High-Throughput Diffusion LMs with Mamba Backbone
In Poster Session 6
Vaibhav Singh ⋅ Oleksiy Ostapenko ⋅ Pierre-André Noël ⋅ Eugene Belilovsky ⋅ Torsten Scholak
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Flat Facts to Sharp Hallucinations: Detecting Stubborn Errors via Gradient Sensitivity
In Poster Session 6
Liew Yee Zhing ⋅ Andrew Tan ⋅ Anwar Majeed
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark
In Poster Session 6
Michael Shalyt ⋅ Rotem Elimelech ⋅ Ido Kaminer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GLARE: Scalable Neuro-Symbolic Reward Shaping for LLM Agents via Group-Level Automata
In Poster Session 6
Jingyuan Yan ⋅ Qingchen Liu ⋅ Qichao Ma ⋅ Jiahu Qin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Understanding Data Temporality Impact on Large Language Models Pre-training
In Poster Session 6
Hippolyte Pilchen ⋅ Romain Fabre ⋅ Franck SIGNE TALLA ⋅ Patrick Perez ⋅ Edouard Grave
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Tale of Two Graphs: Separating Knowledge Exploration from Outline Structure for Open-Ended Deep Research
In Poster Session 6
Zhuofan Shi ⋅ Ming Ma ⋅ ZekunYao ⋅ Fangkai Yang ⋅ Jue Zhang ⋅ Dongge Han ⋅ Victor Ruehle ⋅ Qingwei Lin ⋅ Saravan Rajmohan ⋅ Dongmei Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents
In Poster Session 6
Shuo Ji ⋅ yibo li ⋅ Bryan Hooi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GRASP: Graph Reasoning via Agentic Solving and Probing of LLMs
In Poster Session 6
Xiaojun Guo ⋅ Mingxue Tian ⋅ Chenheng Zhang ⋅ Xiaohan Wang ⋅ Jiajun Chai ⋅ Guojun Yin ⋅ Wei Lin ⋅ Yifei Wang ⋅ Yisen Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
No Global Plan in Sight: Uncover the Myopic Planning Horizon of LLMs
In Poster Session 6
Liyan Xu ⋅ Mo Yu ⋅ Fandong Meng ⋅ Jie Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Latent Collaboration in Multi-Agent Systems
In Poster Session 6
Jiaru Zou ⋅ Xiyuan Yang ⋅ Ruizhong Qiu ⋅ Gaotang Li ⋅ Katherine Tieu ⋅ Pan Lu ⋅ Ke Shen ⋅ Hanghang Tong ⋅ Yejin Choi ⋅ Jingrui He ⋅ James Zou ⋅ Mengdi Wang ⋅ Ling Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EpiCache: Episodic KV Cache Management for Long-Term Conversation on Resource-Constrained Environments
In Poster Session 6
Minsoo Kim ⋅ Arnav Kundu ⋅ Han-Byul Kim ⋅ Richa Dixit ⋅ Minsik Cho
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GraphFlow: A Graph-Based Workflow Management for Efficient LLM-Agent Serving
In Poster Session 6
Ao Li ⋅ Shangpeng Yang ⋅ Fahao Chen ⋅ Tianheng Xu ⋅ Peng Li ⋅ su zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PlotCraft: Pushing the Limits of LLMs for Complex and Interactive Data Visualization
In Poster Session 6
Jiajun Zhang ⋅ Jianke Zhang ⋅ Zeyu Cui ⋅ Jiaxi Yang ⋅ Lei Zhang ⋅ Zilei Wang ⋅ Qiang Liu ⋅ Liang Wang ⋅ Binyuan Hui ⋅ Junyang Lin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ExpWeaver: LLM Agents Learn from Experience via Latent RAG
In Poster Session 6
Tao Feng ⋅ Tianyang Luo ⋅ Jingjun Xu ⋅ Zhigang Hua ⋅ Yan Xie ⋅ Shuang Yang ⋅ Ge Liu ⋅ Jiaxuan You
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind
In Poster Session 6
Peixuan Han ⋅ Zijia Liu ⋅ Jiaxuan You
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Are Tools Always Beneficial? Learning to Invoke Tools Adaptively for Dual-Mode Multimodal LLM Reasoning
In Poster Session 6
Qinghe Ma ⋅ Zhen Zhao ⋅ Yiming Wu ⋅ Jian Zhang ⋅ LEI BAI ⋅ Yinghuan Shi
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models
In Poster Session 6
Wenxuan Huang ⋅ Yu Zeng ⋅ Qiuchen Wang ⋅ Zhen Fang ⋅ Shaosheng Cao ⋅ Zheng Chu ⋅ Qingyu Yin ⋅ Shuang Chen ⋅ Zhenfei Yin ⋅ Lin Chen ⋅ Zehui Chen ⋅ Yao Hu ⋅ Phil Torr ⋅ Feng Zhao ⋅ Wanli Ouyang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Can LLM Agents Stick to the Script? Modeling Commitment in Interactive Narratives
In Poster Session 6
Yingpeng Ma ⋅ Jianhao Yan ⋅ Bei Shi ⋅ Ka Hou Kam ⋅ Runnan Wang ⋅ Xuebo Liu ⋅ Yulong Chen ⋅ Yue Zhang ⋅ Derek F. Wong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
E-mem: Multi-Agent Based Episodic Context Reconstruction for LLM Agent Memory
In Poster Session 6
Kaixiang Wang ⋅ Yidan Lin ⋅ Jiong Lou ⋅ Zihan Wang ⋅ Bunyod Suvonov ⋅ Zhaojiacheng Zhou ⋅ Yuxiang Zheng ⋅ Jiaxi Cao ⋅ Zhiheng Dong ⋅ Chentao Wu ⋅ Jie Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Pushing Forward Pareto Frontiers of Proactive Agents with Behavioral Agentic Optimization
In Poster Session 6
Yihang Yao ⋅ Zhepeng Cen ⋅ Haohong Lin ⋅ Shiqi Liu ⋅ Zuxin Liu ⋅ Jiacheng Zhu ⋅ Zhang-Wei Hong ⋅ Laixi Shi ⋅ Ding Zhao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ExSkill: Continual Learning from Experience and Skills in Multimodal Agents
In Poster Session 6
Guanyu Jiang ⋅ Zhaochen Su ⋅ Xiaoye Qu ⋅ Yi Fung
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training
In Poster Session 6
Song Lai ⋅ Haohan Zhao ⋅ Rong Feng ⋅ Changyi Ma ⋅ Wenzhuo Liu ⋅ Hongbo Zhao ⋅ Xi Lin ⋅ Dong Yi ⋅ Qingfu Zhang ⋅ Hongbin Liu ⋅ Gaofeng Meng ⋅ Fei Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
How Few-Shot Examples Add Up: A Causal Decomposition of Function Vectors in In-Context Learning
In Poster Session 6
Entang Wang ⋅ Yiwei Wang ⋅ Aleksandra Bakalova ⋅ Michael Hahn
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
InteractComp: Evaluating Search Agents With Ambiguous Queries
In Poster Session 6
Mingyi Deng ⋅ Lijun Huang ⋅ Yani Fan ⋅ Fanqi Kong ⋅ Jiayi Zhang ⋅ Fashen Ren ⋅ Jinyi Bai ⋅ Fuzhen Yang ⋅ Dayi Miao ⋅ Zhaoyang Yu ⋅ Yifan WU ⋅ Yanfei Zhang ⋅ Fengwei Teng ⋅ Yingjia Wan ⋅ Song Hu ⋅ Yude Li ⋅ Xin Jin ⋅ Conghao Hu ⋅ Haoyu Li ⋅ Qirui Fu ⋅ Tai Zhong ⋅ Xinyu Wang ⋅ Robert Tang ⋅ Nan Tang ⋅ Wu ⋅ Yuyu Luo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretraining
In Poster Session 6
Weimin Xiong ⋅ Hao Tian ⋅ Shuhao Gu ⋅ Bowen Ye ⋅ Zihao Yue ⋅ Lei Li ⋅ Feifan Song ⋅ Sujian Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PostTrainBench: Can LLM Agents Automate LLM Post-Training?
In Poster Session 6
Ben Rank ⋅ Hardik Bhatnagar ⋅ Ameya Pandurang Prabhu ⋅ Shira Eisenberg ⋅ Karina Nguyen ⋅ Matthias Bethge ⋅ Maksym Andriushchenko
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Experience-Evolving Multi-Turn Tool-Use Agent with Hybrid Episodic–Procedural Memory
In Poster Session 6
Sijia Li ⋅ Yuchen Huang ⋅ Zifan LIU ⋅ Zijian LI ⋅ Jingjing Fu ⋅ Lei Song ⋅ Jiang Bian ⋅ Jun Zhang ⋅ Rui Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OpenTSLM: Time-Series Language Models for Reasoning over Multivariate Medical Text- and Time-Series Data
In Poster Session 6
Patrick Langer ⋅ Thomas Kaar ⋅ Max Rosenblattl ⋅ Maxwell Xu ⋅ Winnie Chow ⋅ Martin Maritsch ⋅ Robert Jakob ⋅ Ning Wang ⋅ Juncheng Liu ⋅ Aradhana Verma ⋅ Brian Han ⋅ Daniel Kim ⋅ Henry Chubb ⋅ Scott Ceresnak ⋅ Aydin Zahedivash ⋅ Alexander Sandhu ⋅ Fatima Rodriguez ⋅ Daniel McDuff ⋅ Elgar Fleisch ⋅ Oliver Aalami ⋅ Filipe Barata ⋅ Paul Schmiedmayer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RubricRobustness: A Simple Framework for Evaluating the Robustness of Rubrics-Based Benchmarks
In Poster Session 6
Manasi Sharma
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory
In Poster Session 6
Haozhen Zhang ⋅ Haodong Yue ⋅ Tao Feng ⋅ Quanyu Long ⋅ Jianzhu Bao ⋅ Bowen Jin ⋅ Weizhi Zhang ⋅ Xiao Li ⋅ Jiaxuan You ⋅ Chengwei Qin ⋅ Wenya Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark?
In Poster Session 6
Fangchen Yu ⋅ Haiyuan Wan ⋅ Qianjia Cheng ⋅ Yuchen Zhang ⋅ Jiacheng Chen ⋅ Fujun Han ⋅ Yulun Wu ⋅ Junchi Yao ⋅ Ruilizhen Hu ⋅ Ning Ding ⋅ Yu Cheng ⋅ Tao Chen ⋅ LEI BAI ⋅ Dongzhan Zhou ⋅ Yun Luo ⋅ Ganqu Cui ⋅ Peng Ye
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents
In Poster Session 6
Ruihan Yang ⋅ Fanghua Ye ⋅ Xiang Wei ⋅ Ruoqing Zhao ⋅ Kang Luo ⋅ Xinbo Xu ⋅ Bo Zhao ⋅ Ruotian Ma ⋅ Shanyi Wang ⋅ Zhaopeng Tu ⋅ Xiaolong Li ⋅ Deqing Yang ⋅ Liefeng Bo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards Cold-Start Drafting and Continual Refining: A Value-Driven Memory Approach with Application to NPU Kernel Synthesis
In Poster Session 6
Yujie Zheng ⋅ Zhuo Li ⋅ Shengtao Zhang ⋅ Jiaqian Wang ⋅ Junjie Sheng ⋅ Junchi Yan ⋅ Weinan Zhang ⋅ Ying Wen ⋅ Bo Tang ⋅ Muning Wen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Principled Synthetic Data Enables the First Scaling Laws for LLMs in Recommendation
In Poster Session 6
Benyu Zhang ⋅ Qiang Zhang ⋅ Jianpeng Cheng ⋅ Hong-You Chen ⋅ Qifei wang ⋅ Wei Sun ⋅ Shen Li ⋅ Jia Li ⋅ Jiahao Wu ⋅ Xiangjun Fan ⋅ Hong Yan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
VideoTemp-o3: Harmonizing Temporal Grounding and Video Understanding in Agentic Thinking-with-Videos
In Poster Session 6
Wenqi Liu ⋅ Yunxiao Wang ⋅ Shijie Ma ⋅ Meng Liu ⋅ Qile Su ⋅ Tianke Zhang ⋅ Haonan fan ⋅ Changyi Liu ⋅ Kaiyu Jiang ⋅ Jiankang Chen ⋅ Kaiyu Tang ⋅ Bin Wen ⋅ Fan Yang ⋅ Tingting Gao ⋅ Han Li ⋅ Yinwei Wei ⋅ Xuemeng Song
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
BizFinBench.v2: Towards Reliable LLMs in Finance via Real-User Data and Offline/Online Bilingual Evaluation
In Poster Session 6
Xin Guo ⋅ Rongjunchen Zhang ⋅ Guilong Lu ⋅ Xuntao Guo ⋅ Jia Shuai ⋅ Zhi Yang ⋅ Liwen Zhang
[ Slides]  [ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Reward-free Alignment for Conflicting Objectives
In Poster Session 6
Peter Chen ⋅ Xiaopeng Li ⋅ Xi Chen ⋅ Tianyi Lin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Intrinsic Task Symmetry Drives Generalization in Algorithmic Tasks
In Poster Session 6
Hyeonbin Hwang ⋅ Yeachan Park
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Seeing the Unseen: Physics-as-Representation for Generalizable Gaze Perception
In Poster Session 6
Yunfeng Xiao ⋅ Xiaowei Bai ⋅ Hao Su ⋅ Hao He ⋅ Liang Xie ⋅ Erwei Yin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Activation with Intrinsic-Extrinsic Consensus
In Poster Session 6
Tian Qiu ⋅ Zunlei Feng ⋅ Yang Gao ⋅ Bingde Hu ⋅ Yi Gao ⋅ Mingli Song
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HypRAG: Hyperbolic Dense Retrieval for Retrieval Augmented Generation
In Poster Session 6
Hiren Madhu ⋅ Ngoc Bui ⋅ Ali Maatouk ⋅ Leandros Tassiulas ⋅ Smita Krishnaswamy ⋅ Menglin Yang ⋅ Sukanta Ganguly ⋅ Kiran Srinivasan ⋅ ZHITAO YING
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
VBA: Vector Bundle Attention for Intrinsically Geometric Representation Learning
In Poster Session 6
Shenglei Fang ⋅ Xianfang Sun ⋅ You Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Factor-Wise Homogeneity of Slot-Attention for Continual Object-Centric Learning
In Poster Session 6
Ilmin Kang ⋅ Hoyong Kim ⋅ Seungju Bang ⋅ Minwoo Kang ⋅ Kangil Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Equivariant Neural Networks for General Linear Symmetries on Lie Algebras
In Poster Session 6
Chankyo Kim ⋅ Sicheng Zhao ⋅ Minghan Zhu ⋅ Tzu-Yuan Lin ⋅ Maani Ghaffari
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PRISM: Synergizing Vision Foundation Models via Self-organized Expert Specialization
In Poster Session 6
Ying Tang ⋅ Dong Li ⋅ Youjia Zhang ⋅ Zikai Song ⋅ Junqing Yu ⋅ Wei Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Hyperbolic Associative Memory Networks
In Poster Session 6
Boliang Hao ⋅ Bailing Zhang ⋅ Fangyu Wu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GeoDM: Geometry-aware Distribution Matching for Dataset Distillation
In Poster Session 6
Xuhui Li ⋅ Zhengquan Luo ⋅ Zihui Cui ⋅ Kai Zhao ⋅ Zhiqiang Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DDSVM: A Differentiable Framework for Deep Support Vector Machines with Iterative Geometry-Aware Optimization
In Poster Session 6
Yirun Ding ⋅ Zhihui Lai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SLAE: Strictly Local All-atom Environment for Protein Representation
In Poster Session 6
Yilin Chen ⋅ Tianyu Lu ⋅ Cizhang Zhao ⋅ Hannah Wayment-Steele ⋅ Po-Ssu Huang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Multimodal Function Vectors for Spatial Relations
In Poster Session 6
Shuhao Fu ⋅ Esther Goldberg ⋅ Ying Nian Wu ⋅ Hongjing Lu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Localized, High-resolution Geographic Representations with Slepian Functions
In Poster Session 6
Arjun Rao ⋅ Ruth Crasto ⋅ Tessa Ooms ⋅ David Rolnick ⋅ Konstantin Klemmer ⋅ Marc Rußwurm
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
UniRTL: Unifying Code and Graph for Robust RTL Representation Learning
In Poster Session 6
Yi Liu ⋅ Hongji Zhang ⋅ Lei Chen ⋅ Mingxuan Yuan ⋅ Qiang Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Names Don’t Matter: Symbol-Invariant Transformer for Open-Vocabulary Learning
In Poster Session 6
İlker Işık ⋅ Wenchao Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Multiplicity is an Inevitable and Inherent Challenge in Multimodal Learning
In Poster Session 6
Sanghyuk Chun ⋅ Olga Russakovsky
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Controlled Dynamics Attractor Transformer
In Poster Session 6
Cheng Zhang ⋅ Minnan Luo ⋅ Zesheng Yang ⋅ Ming Li ⋅ Yong-Jin Liu ⋅ Qinghua Zheng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Bridging Functional and Representational Similarity via Usable Information
In Poster Session 6
Antonio Almudévar ⋅ Alfonso Ortega
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Truth Lies Somewhere in the Middle (of the Generated Tokens)
In Poster Session 6
Sophie Wang ⋅ Phillip Isola ⋅ Brian Cheung
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Symbol-Equivariant Recurrent Reasoning Models
In Poster Session 6
Richard Freinschlag ⋅ Timo Bertram ⋅ Erich Kobler ⋅ Andreas Mayr ⋅ Günter Klambauer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Convergent Representation of Vision-Language Contrastive Learning: Geometry, Modality Gap and Shared Space Alignment
In Poster Session 6
Lingjie Yi ⋅ Raphael Douady ⋅ Chao Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Understanding Multimodal Learning: A Loss Landscape Smoothness Perspective
In Poster Session 6
Jae-Jun Lee ⋅ Sung Whan Yoon
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Flow Equivariant World Models: Structured Memory for Dynamic Environments
In Poster Session 6
Hansen Lillemark ⋅ Benhao Huang ⋅ Fangneng Zhan ⋅ Yilun Du ⋅ T. Anderson Keller
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Deep Ensemble Clustering for Visual Representation Learning
In Poster Session 6
Yuwei Wang ⋅ Guikun Chen ⋅ Xiruo Jiang ⋅ Yazhou Yao ⋅ Di Liu ⋅ Xiangbo Shu ⋅ Fumin Shen ⋅ Wenguan Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Coherent Representations: A Topological Approach to Interpretability
In Poster Session 6
Sigurd Gaukstad ⋅ Erik Hermansen ⋅ Valdemar Kargård Olsen ⋅ Melvin Vaupel ⋅ Benjamin Dunn
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Attribute–Affordance Hierarchies in Hyperbolic Space for Open-Vocabulary 3D Object Affordance Grounding
In Poster Session 6
Yuxuan Wang ⋅ Tong Li ⋅ Yihang Zhu ⋅ Guangtao Lyu ⋅ Yukuan Min ⋅ Chenghao Xu ⋅ Jiexi Yan ⋅ Xu Yang ⋅ Cheng Deng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Interpreting Physics in Video World Models
In Poster Session 6
Sonia Joseph ⋅ Quentin Garrido ⋅ Randall Balestriero ⋅ Matthew Kowal ⋅ Thomas Fel ⋅ Shahab Bakhtiari ⋅ Blake Richards ⋅ Michael Rabbat
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Skip-It? Theoretical Conditions for Layer Skipping in Vision–Language Models
In Poster Session 6
Max Hartman ⋅ Vidhata Jayaraman ⋅ Moulik Choraria ⋅ Akhil Bhimaraju ⋅ Lav Varshney
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Text-Conditional JEPA for Learning Semantically Rich Visual Representations
In Poster Session 6
Chen Huang ⋅ Xianhang Li ⋅ Vimal Thilak ⋅ Etai Littwin ⋅ Joshua M Susskind
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Latent Action World Models In The Wild
In Poster Session 6
Quentin Garrido ⋅ Tushar Nagarajan ⋅ Basile Terver ⋅ Nicolas Ballas ⋅ Yann LeCun ⋅ Michael Rabbat
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Neural Feature Geometry Evolves as Discrete Ricci Flow
In Poster Session 6
Moritz Hehl ⋅ Max von Renesse ⋅ Melanie Weber
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
KromHC: Manifold-Constrained Hyper-Connections with Kronecker-Product Residual Matrices
In Poster Session 6
Wuyang Zhou ⋅ Yuxuan Gu ⋅ Giorgos Iacovides ⋅ Danilo Mandic
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Layer-Centric Factors of Variation Disentanglement for Task- and Model-Agnostic Generalization
In Poster Session 6
Hee-Jun Jung ⋅ Minwoo Kang ⋅ Jongmin Park ⋅ Kangil Kim ⋅ Hoyong Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OpenMAG: A Comprehensive Benchmark for Multimodal-Attributed Graph
In Poster Session 6
Chenxi Wan ⋅ Xunkai Li ⋅ Yilong Zuo ⋅ Haokun Deng ⋅ Sihan Li ⋅ Bowen Fan ⋅ Hongchao Qin ⋅ Rong-Hua Li ⋅ Guoren Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Aligning Datasets and Models for Weight Space Learning
In Poster Session 6
Aron Asefaw ⋅ Konstantinos Tzevelekakis ⋅ Damian Falk ⋅ Léo Meynent ⋅ Damian Borth
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Hyperbolic Multimodal Continual Learning
In Poster Session 6
Jiahong Liu ⋅ Ming Shen ⋅ Xiaohao Liu ⋅ ZHITAO YING ⋅ Menglin Yang ⋅ Tat-Seng Chua ⋅ Irwin King
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mitigating the Modality Gap in Vision–Language Models with Fractal Spectral Geometry
In Poster Session 6
Zihan Zhou ⋅ Yang Zhou ⋅ Ruoming Jin ⋅ Pan He ⋅ Patrick Emami
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Robust Vision-Language Models via Manifold-Adversarial Adapters
In Poster Session 6
Hao Li ⋅ Zeyu Xiao ⋅ Junhao Zhou ⋅ Peng Liu ⋅ Yang Zhao ⋅ Wei Jia
[ Slides]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Robust Optimization Guided Pruning Framework for Vision and Large Language Models
In Poster Session 6
Gabriel Afriat ⋅ Hussein Hazimeh ⋅ Dimitris Paparas ⋅ Rahul Mazumder
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning to Extrapolate to New Tasks: A Relational Approach to Task Extrapolation
In Poster Session 6
Adam Ousherovitch ⋅ Yixin Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CURVE: Learning Causality-Inspired Invariant Representations for Robust Scene Understanding via Uncertainty-Guided Regularization
In Poster Session 6
Yue Liang ⋅ JIATONG DU ⋅ Ziyi Yang ⋅ Yanjun Huang ⋅ Hong Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
VLM-RobustBench: A Comprehensive Benchmark for Robustness of Vision-Language Models
In Poster Session 6
Rohit Saxena ⋅ Alessandro Suglia ⋅ Pasquale Minervini
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stable Spectral Copula Alignment for Robust Multimodal Learning
In Poster Session 6
Hongkang Zhang ⋅ Shao-Lun Huang ⋅ Yanlong Wang ⋅ Ercan KURUOGLU
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions
In Poster Session 6
Jingwei Sun ⋅ Jianing Zhu ⋅ Yuanyi Li ⋅ Tongliang Liu ⋅ Xia Hu ⋅ Bo Han
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Controlling the Risk of Corrupted Contexts for Language Models via Early-Exiting
In Poster Session 6
Andrea Wynn ⋅ Metod Jazbec ⋅ Charith Peris ⋅ Rinat Khaziev ⋅ Anqi Liu ⋅ Daniel Khashabi ⋅ Eric Nalisnick
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MEDUSA: Motion Elimination in Diffusion Using Spectral Attack
In Poster Session 6
Hongwei Yu ⋅ Daoqing Zha ⋅ Xinlong Ding ⋅ Jiawei Li ⋅ Junbao Zhuo ⋅ Qiankun Liu ⋅ Huimin Ma ⋅ Jiansheng Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Robust Cross-Modal Retrieval via Generative Semantic Refinement and Exclusion-Guided Adaptation
In Poster Session 6
Qin Yang ⋅ Xin Wei ⋅ Yanjia Li ⋅ Jiasun Feng ⋅ Mingrui Zhu ⋅ Nannan Wang ⋅ Xinbo Gao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DDGA: Dirichlet Distributional Gradient Aggregation for Transferable Vision-Language Adversarial Attacks
In Poster Session 6
You Yiwei ⋅ Jiaan Wei ⋅ Zan Chen ⋅ Bo Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Calibrating Uncertainty for Zero-Shot Adversarial CLIP
In Poster Session 6
Wenjing Lu ⋅ Zerui Tao ⋅ Yuning Qiu ⋅ Dongping Zhang ⋅ Yang Yang ⋅ Qibin Zhao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometric Rate–Distortion Invariance for Domain Generalization
In Poster Session 6
Tong Liu ⋅ Sen Liang ⋅ Shuo Bai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Instruction Lens Score: Your Instruction Contributes a Powerful Object Hallucination Detector for Multimodal Large Language Models
In Poster Session 6
Runhe Lai ⋅ Xinhua Lu ⋅ Yanqi Wu ⋅ Jinlun Ye ⋅ Weijiang Yu ⋅ Ruixuan Wang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Robust-U1: Can MLLMs Self-Recover Corrupted Visual Content for Robust Understanding?
In Poster Session 6
Jiaqi Tang ⋅ Jianmin Chen ⋅ Youyang Zhai ⋅ Wei Wei ⋅ Runtao Liu ⋅ Mengjie Zhao ⋅ Xiangyu Wu ⋅ Qingfa Xiao ⋅ Qifeng Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion
In Poster Session 6
Jiayu Xiong ⋅ Jing Wang ⋅ Qi Zhang ⋅ Wanlong Wang ⋅ Jun Xue
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
With Argus Eyes: Assessing Retrieval Gaps via Uncertainty Scoring to Detect and Remedy Retrieval Blind Spots
In Poster Session 6
Zeinab Taghavi ⋅ Ali Modarressi ⋅ Hinrich Schuetze ⋅ Andreas Marfurt
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AOEPT: Breaking the Implicit Modality-Reduction Bottleneck in Modality Missing Prompt Tuning
In Poster Session 6
Jian Lang ⋅ Hong ⋅ Ting Zhong ⋅ Fan Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models
In Poster Session 6
Jiaxiang Liu ⋅ Jiawei Du ⋅ Xiao Liu ⋅ Shangyang Li ⋅ Songchen Ma ⋅ Changshuo Wang ⋅ Prayag Tiwari ⋅ Mingkun Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Cert-LAS: Toward Certified Model Ownership Verification for Text-to-Image Diffusion Models via Layer-Adaptive Smoothing
In Poster Session 6
Leyi Qi ⋅ Yiming Li ⋅ Siyuan Liang ⋅ Zhengzhong Tu ⋅ Dacheng Tao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Normalization Equivariance for Arbitrary Backbones, with Application to Image Denoising
In Poster Session 6
Youssef Saied ⋅ François Fleuret
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Thinking in Flow: A Dissipative Stabilization Operator for Robust Autoregressive Reasoning
In Poster Session 6
Yujie Huang ⋅ Wenwu He ⋅ Zhuo-Xu Cui
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Geometric Collapse: When Vision Models Fail to Verify Physical Causality
In Poster Session 6
Wentao Zhang ⋅ Jinhu Qi ⋅ Weiqiang Jin ⋅ Yifei Zhang ⋅ Chan-Tong Lam ⋅ Irwin King
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Submodular Optimization for Minimal Augmentation in Robust Language Model Alignment
In Poster Session 6
CHING-CHIA KAO ⋅ Chia-Mu Yu ⋅ Chun-Shien Lu ⋅ Chu-song Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Semantic Robustness Certification for Vision-Language Models
In Poster Session 6
Peiyu Yang ⋅ Paul MONTAGUE ⋅ Feng Liu ⋅ Andrew C. Cullen ⋅ Amar Kaur ⋅ Christopher Leckie ⋅ Sarah Erfani
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Stochastic Order Learning: An Approach to Rank Estimation Using Noisy Data
In Poster Session 6
Chaewon Lee ⋅ Seon-Ho Lee ⋅ Chang-Su Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Spatial-Aware Reduction Framework: Towards Efficient and Faithful Visual State Space Models
In Poster Session 6
Jindi Lv ⋅ Aoyu Li ⋅ Yuhao Zhou ⋅ Zheng Zhu ⋅ Xiaofeng Wang ⋅ Qing Ye ⋅ Yueqi Duan ⋅ Wentao Feng ⋅ Jiancheng Lv
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Intra-Modal Neighbors Never Lie: Rectifying Inter-Modal Noisy Correspondence via Graph-Based Intra-Modal Reasoning
In Poster Session 6
Yang Liu ⋅ Wentao Feng ⋅ Shudong Huang ⋅ Yalan Ye ⋅ Jiancheng Lv
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Embedding Trust: Semantic Isotropy Predicts Nonfactuality in Long-Form Text Generation
In Poster Session 6
Dhrupad Bhardwaj ⋅ Julia Kempe ⋅ Tim G. J. Rudner
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Less Precise Can Be More Reliable: A Systematic Evaluation of Quantization’s Impact on VLMs Beyond Accuracy
In Poster Session 6
Aymen Bouguerra ⋅ Daniel Vasquez ⋅ Alexandra Gomez-Villa ⋅ Chokri Mraidha ⋅ Fabio Arnez
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SS‑TPT: Stability and Suitability-Guided Test-Time Prompt Tuning for Adversarially Robust Vision-Language Models
In Poster Session 6
Sunoh Kim ⋅ Daeho Um
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Density-Guided Continuous Flow for Robust Counterfactual Explanations
In Poster Session 6
Jun Tan ⋅ Qing Guo ⋅ Zicheng Xu ⋅ Jinglin Li ⋅ QI Fang ⋅ Ning Gui
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Self-Captioning Multimodal Interaction Tuning: Amplifying Exploitable Redundancies for Robust Vision Language Models
In Poster Session 6
Yuriel Ryan ⋅ Ip Man ⋅ Adriel Kuek ⋅ Paul Pu Liang ⋅ Roy Lee
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
D$^2$O: A Dual Debiasing Operator for Training-Free Test-Time Adaptation of Vision–Language Models
In Poster Session 6
Yihong Luo ⋅ Wenwu He ⋅ Dong Liang ⋅ Yihang Zhou ⋅ Zhuo-Xu Cui
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DART: Distribution-Aware Adaptive Relational Transfer for Adversarial Attacks against Closed-Source MLLMs
In Poster Session 6
Kaidi Hu ⋅ Guancheng Wan ⋅ Xiao Luo ⋅ Ruigang Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
BYORn: Bootstrap Your Own Responses to Defend Large Vision-Language Models Against Backdoor Attacks
In Poster Session 6
Ivan Sabolic ⋅ Marin Oršić ⋅ Josip Šarić ⋅ Sven Loncaric
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
On the Adversarial Robustness of Large Vision-Language Models under Visual Token Compression
In Poster Session 6
Xinwei Zhang ⋅ Hangcheng Liu ⋅ Li Bai ⋅ Hao Wang ⋅ Qingqing Ye ⋅ Tianwei Zhang ⋅ Haibo Hu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Semantic-level Backdoor Attack against Text-to-Image Diffusion Models
In Poster Session 6
Tianxin Chen ⋅ Wenbo Jiang ⋅ Hongqiao Chen ⋅ Zhirun Zheng ⋅ Cheng Huang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Gateways to Tractability for Satisfiability in Pearl’s Causal Hierarchy
In Poster Session 6
Robert Ganian ⋅ Marlene Gründel ⋅ Simon Wietheger
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Regret-Based Federated Causal Discovery with Unknown Interventions
In Poster Session 6
Federico Baldo ⋅ Charles Assaad
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Counterfactual Bootstrap for Robust Meta-Reinforcement Learning
In Poster Session 6
Ai Bo ⋅ Junzhe Zhang ⋅ M. Cenk Gursoy
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
One Intervention per Component is Enough: Towards Identifiability in Linear Stochastic Dynamics from Steady State
In Poster Session 6
Saber Salehkaleybar
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Powerful and Theoretically Guaranteed Independence Testing on Heterogeneous Federated Clients
In Poster Session 6
YiXin Ren ⋅ Hongquan Liu ⋅ Juncai Zhang ⋅ Yewei Xia ⋅ Zichuan Lin ⋅ Deheng Ye ⋅ Hao Zhang ⋅ Jihong Guan ⋅ Shuigeng Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Sinkhorn Treatment Effects
In Poster Session 6
Medha Agarwal ⋅ Alex Luedtke
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Omitted Variable Bias in Language Models Under Distribution Shift
In Poster Session 6
Victoria Lin ⋅ Louis-Philippe Morency ⋅ Eli Ben-Michael
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Fairness Hierarchy: A viewpoint from causal inference
In Poster Session 6
Chengbo Zhang ⋅ Zhen Yao ⋅ Hao Pang ⋅ Changcheng Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Treatment Representations for Downstream Instrumental Variable Regression
In Poster Session 6
Shiangyi Lin ⋅ Hui Lan ⋅ Vasilis Syrgkanis
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Anytime-Valid Inference Under Outcome Delay: A Design-Based Approach
In Poster Session 6
Michael Lindon ⋅ Nathan Kallus
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Active Policy Optimization for Individualized Dosing via Gradient Variance Minimization
In Poster Session 6
Yi Wan ⋅ Xin Wang ⋅ Huanhuan Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Identifiable Markov Switching Models with Instantaneous Effects and Exponential Families
In Poster Session 6
Roel Hulsman ⋅ Carles Balsells-Rodas ⋅ Sara Magliacane
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Gradient-Based Causal Tree Ensembles: A Backbone Architecture for Heterogeneous Treatment Effects
In Poster Session 6
Yusuke Kano ⋅ Jeremy P Voisey ⋅ Mihaela van der Schaar
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Unveiling the Structure of Do-Calculus Reasoning via Derivation Graphs
In Poster Session 6
Clément Yvernes ⋅ Emilie Devijver ⋅ Marianne Clausel ⋅ Eric Gaussier
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Robust Sequential Experimental Design for A/B Testing
In Poster Session 6
Qianglin Wen ⋅ Xiangkun Wu ⋅ Chengchun Shi ⋅ Ting Li ⋅ Niansheng Tang ⋅ Yingying Zhang ⋅ Hongtu Zhu
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Feasible Fusion: Constrained Joint Estimation under Structural Non-Overlap
In Poster Session 6
Yuxi Du ⋅ Zhiheng Zhang ⋅ Haoxuan Li ⋅ Cong Fang ⋅ Jixing Xu ⋅ Zhen Peng ⋅ Jiecheng Guo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Causally Evaluating the Learnability of Formal Language Tasks
In Poster Session 6
Vésteinn Snæbjarnarson ⋅ Anej Svete ⋅ Josef Valvoda ⋅ Reda Boumasmoud ⋅ Brian DuSell ⋅ Ryan Cotterell
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
*Rank-Learner*: Orthogonal Ranking of Treatment Effects
In Poster Session 6
Henri Arno ⋅ Dennis Frauen ⋅ Emil Javurek ⋅ Thomas Demeester ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DeepBlip: Estimating Conditional Average Treatment Effects Over Time
In Poster Session 6
Haorui Ma ⋅ Dennis Frauen ⋅ Stefan Feuerriegel
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Credibility-Aware Weighting Federated Causal Discovery for Time Series
In Poster Session 6
Jiegang Xu ⋅ Fuyuan CAO ⋅ Jiye Liang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Off-Policy Evaluation with Strategic Agents via Local Disclosure
In Poster Session 6
Kiet Vo ⋅ Gowtham Reddy Abbavaram ⋅ Julian Rodemann ⋅ Siu Lun Chau ⋅ Krikamol Muandet
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Parametrized Power-Iteration Clustering for Directed Graphs
In Poster Session 6
Gwendal Debaussart-Joniec ⋅ Harry Sevi ⋅ Matthieu Jonckheere ⋅ Argyris Kalogeratos
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Riemannian Optimization for Fair Spectral Clustering
In Poster Session 6
Minh Phu Vuong ⋅ Jinyoung Lee ⋅ Young-Ju Lee ⋅ Chul-Ho Lee
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
MAGIC: Multi-Granularity Language-Informed Image Clustering
In Poster Session 6
Xiaohan Zhang ⋅ Chao Zhang ⋅ Chunlin Chen ⋅ Huaxiong Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Large Scale Manifold Balanced Clustering
In Poster Session 6
Fangfang Li ⋅ Quanxue Gao ⋅ Xingyu Xue
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Discretely-Refined Multi-view Clustering via Aligned Anchor Learning
In Poster Session 6
Yuemeng Huang ⋅ Huibing Wang ⋅ Jinjia Peng ⋅ Lu Jiang ⋅ Qian Liu ⋅ Zetian Mi ⋅ Jiqing Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Fine-to-Coarse Fairness-Informed Multi-View Clustering
In Poster Session 6
Shengju Yu ⋅ Suyuan Liu ⋅ Wenhao SHAO ⋅ Siwei Wang ⋅ Dayu Hu ⋅ Yiu-ming Cheung
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Estimating Correlation Clustering Cost in Node-Arrival Stream
In Poster Session 6
Kaiwen Liu ⋅ Seba Daniela Villalobos ⋅ Qin Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OPTION: Optimal Transport–Guided Flow Matching for Incomplete and Unaligned Multi-View Clustering
In Poster Session 6
Siyuan Zhou ⋅ Zhibin Gu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Deep Multi-view Graph Clustering via Attribute-aware Bidirectional Structural Refinement and Pseudo-label Guided Multi-level Fusion
In Poster Session 6
Youqing Wang ⋅ Tianxiang Zhao ⋅ Mengyuan Xin ⋅ Ye Su ⋅ Jiapu Wang ⋅ Tengfei Liu ⋅ Junbin Gao ⋅ Jipeng Guo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Capacitated Fair-Range Clustering: Hardness and Approximation Algorithms
In Poster Session 6
Ameet Gadekar ⋅ Suhas Thejaswi Muniyappa
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CURE: Consistency-under-Unified Semantic Regularization for Generalized Category Discovery
In Poster Session 6
Yuwei Bian ⋅ Shidong Wang ⋅ Haofeng Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Fully Dynamic Coreset Spectral Clustering
In Poster Session 6
Ben Jourdan ⋅ Peter Macgregor ⋅ Gregory Schwartzman
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SC-FAGC: Size Constrained Fast Anchor-based Graph Clustering
In Poster Session 6
Jiachen Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Transformer Circuits Can Realize Clustering Algorithms
In Poster Session 6
Kenneth Clarkson ⋅ Lior Horesh ⋅ Takuya Ito ⋅ Charlotte Park ⋅ Parikshit Ram
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Dual-Calibration Multi-View Clustering via Compact Anchor Learning
In Poster Session 6
Huibing Wang ⋅ Yuemeng Huang ⋅ Yawei Chen ⋅ Jiaxin Yang ⋅ Qian Liu ⋅ Jinjia Peng ⋅ Zetian Mi ⋅ Ximing Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Nonconvex Low-Rank Tensor Representation with Deep Priors for Multiview Subspace Clustering
In Poster Session 6
Yao Fu ⋅ Dong Hu ⋅ Zhi Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Contractive Anchor Resolvent Diffusion for Incomplete Multi-View Clustering
In Poster Session 6
Tongzheng Zhao ⋅ Yangyang Wen ⋅ Yukai Shi ⋅ Xinyan Liang ⋅ Feijiang Li ⋅ Peng Zhou ⋅ Liang Du
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Unified Framework for Deep Hypergraph Clustering Beyond Homophily
In Poster Session 6
Bowen Zhao ⋅ Qianqian Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Hierarchical Anchor Graph Learning for Multi-View Clustering
In Poster Session 6
Xingchen Hu ⋅ Miao Jia ⋅ Jiyuan Liu ⋅ Siwei Wang ⋅ KE LIANG ⋅ Wenjing Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Independence: Learning Correlated Views for Variational Incomplete Multi-View Clustering
In Poster Session 6
Zheming Xu ⋅ Aiyue Tang ⋅ Shidi Chen ⋅ Xuechao Zou ⋅ Congyan Lang ⋅ Rogelio A. Mancisidor ⋅ Michael Kampffmeyer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Token-Free Hierarchical Indexing for RAG beyond LLM-based Summarization
In Poster Session 6
Yifan Wei ⋅ Dan Yuan ⋅ Xiaoyan Yu ⋅ Angsheng Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Looking Up, Try Looking Around: Harmonizing Global Structure and Local Consistency in Optimal Transport for Short Text Clustering
In Poster Session 6
Zhihao Yao ⋅ Yuxuan Gu ⋅ Jixuan Yin ⋅ Bo Li
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Dynamic High-Dimensional Facility Location with Low Recourse
In Poster Session 6
Sayan Bhattacharya ⋅ Martín Costa ⋅ Silvio Lattanzi ⋅ Jakub Łącki ⋅ Nikos Parotsidis
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Variable Clustering via Distributionally Robust Nodewise Regression
In Poster Session 6
Kaizheng Wang ⋅ Xiao Xu ⋅ Xun Yu Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Resilient Coresets and Consistent Clustering
In Poster Session 6
Ashkan Norouzi-Fard ⋅ Silvio Lattanzi ⋅ MohammadHossein Bateni ⋅ Morteza Monemizadeh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
GRPO-based Cluster Decision Agent for Unknown-$\boldsymbol{K}$ Multi-view Clustering
In Poster Session 6
Xuqian Xue ⋅ Jun Zhang ⋅ Qi Cai ⋅ Zhizhong Huang ⋅ Hongming Shan ⋅ Junping Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Fast k-means Seeding Under The Manifold Hypothesis
In Poster Session 6
Poojan Shah ⋅ Shashwat Agrawal ⋅ Ragesh Jaiswal
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Information-Theoretic Disentangled Latent Modeling with Conditional Diffusion for Incomplete Multi-View Clustering
In Poster Session 6
Wenlan Chen ⋅ Lu Gao ⋅ Daoyuan Wang ⋅ Cheng Liang ⋅ Fei Guo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Structure-aware Granular-Ball based Information Bottleneck for Multi-modal Clustering
In Poster Session 6
Zhengzheng Lou ⋅ Yuhan Zhan ⋅ Mingyang Lv ⋅ Yingxuan Li ⋅ Yuyang Du ⋅ Shizhe Hu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Power-Boosted Granger-Causal Discovery for Large Heterogeneous Panel Data
In Poster Session 6
Yiheng Gu ⋅ Xiufan Yu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Attributed Network Alignment: Statistical Limits and Efficient Algorithm
In Poster Session 6
Dong Huang ⋅ Chenyang Tian ⋅ Pengkun Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Interpretable Functional Koopman Learning with Non-Markovian Closure for Spatiotemporal Systems
In Poster Session 6
Wanfeng Lu ⋅ He Ma ⋅ Wei Lin ⋅ Qunxi Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DistMatch: Adaptive Binning via Distribution Matching for Robust Sequential Conformal Prediction
In Poster Session 6
Enver Menadjiev ⋅ Jihyeon Seong ⋅ Jisu Yeo ⋅ Jaesik Choi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Approximating Drift-Diffusion Models for User Decisions under Nudging and External Information
In Poster Session 6
Gustavo Grivol ⋅ Alexander Tuzhilin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Detecting Perspective Shifts in Multi-Agent Systems
In Poster Session 6
Eric Bridgeford ⋅ Hayden Helm
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
COGNOS: Universal Enhancement for Time Series Anomaly Detection via Constrained Gaussian-Noise Optimization and Smoothing
In Poster Session 6
Wenlong Shang ⋅ Shihao Tian ⋅ Xutong Wan ⋅ Peng Chang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mesh Field Theory: Port–Hamiltonian Formulation of Mesh-Based Physics
In Poster Session 6
SATOSHI NOGUCHI ⋅ Yoshinobu Kawahara
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data
In Poster Session 6
Zijun Cui ⋅ Sam Griesemer ⋅ Sungyong Seo ⋅ Joshua Hikida ⋅ Yan Liu
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Accurate Evaluation of Quickest Changepoint Detectors via Non-parametric Survival Analysis
In Poster Session 6
Taiki Miyagawa ⋅ Akinori F. Ebihara
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Hamiltonian Dynamics at Scale: A Differential-Geometric Approach
In Poster Session 6
Katharina Friedl ⋅ Noémie Jaquier ⋅ Mika Liao ⋅ Danica Kragic
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ZeroDiff: Zero-Shot Time Series Reconstruction via Informed-Prior Diffusion
In Poster Session 6
Yingda Fan ⋅ Dan Lu ⋅ Xiaowei Jia
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TopoDistill: Distilling Global System Topology for Causal Discovery in Multivariate Time Series
In Poster Session 6
Zehao Liu ⋅ Pengfei Jiao ⋅ Yuhan Wu ⋅ Jianqi Yang ⋅ Yuyu Yin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Conditional Quantile Adjusted Conformal Prediction for Time Series
In Poster Session 6
Cheng Yu ⋅ Zhoufan Zhu ⋅ Ke Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
OSM+: Billion-Level Open Street Map Dataset for City-wide Experiments
In Poster Session 6
Guanjie Zheng ⋅ Ziyang Su ⋅ Yiheng Wang ⋅ Yuhang Luo ⋅ Hongwei Zhang ⋅ Xuanhe Zhou ⋅ Linghe Kong ⋅ Fan Wu ⋅ Wen Ling
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Continuous-Time Piecewise-Linear Recurrent Neural Networks
In Poster Session 6
Alena Brändle ⋅ Lukas Eisenmann ⋅ Florian Götz ⋅ Daniel Durstewitz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CoGenCast: A Coupled Autoregressive–Flow Generative Framework for Time Series Forecasting
In Poster Session 6
Yaguo Liu ⋅ Mingyue Cheng ⋅ Daoyu Wang ⋅ Xiaoyu Tao ⋅ Qi Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Seeking Commonality, Preserving Specificity: A Spectral-Aware Hierarchical Framework for Cross-City Road Representation Learning
In Poster Session 6
Jingtian Ma ⋅ Jingyuan Wang ⋅ Leong Hou U
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Unfolded Laplacian Spectral Embedding: A Theoretically Grounded Approach to Dynamic Network Representation
In Poster Session 6
Haruka Ezoe ⋅ Hiroki Matsumoto ⋅ Ryohei Hisano
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Point Predictions: Manifold Expansion and Dual Alignment for Robust Time Series Distillation
In Poster Session 6
Junyao Hong ⋅ Zesheng Lai ⋅ Xinyi Xiao ⋅ Suyang Zhou ⋅ Aodong Shen ⋅ Youyong Kong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle
In Poster Session 6
Xu Bai ⋅ Bin Lu ⋅ kunzhang ⋅ Shengbo Chen ⋅ Xinbing Wang ⋅ Chenghu Zhou ⋅ Meng Jin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Two-Layer Linear Auto-Regressive Models Estimate Latent States
In Poster Session 6
Yahya Sattar ⋅ Sunmook Choi ⋅ Leo Maynard-Zhang ⋅ Yassir Jedra ⋅ Maryam Fazel ⋅ Sarah Dean
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Generalizing Multi-Scale Time-Series Modeling with a Single Operator
In Poster Session 6
Cheonwoo Lee ⋅ Dooho Lee ⋅ Doyun Choi ⋅ Jaemin Yoo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RSF-GLLM: Bridging the Semantic Gap in Multi-Hop Knowledge Graph QA via Recurrent Soft-Flow and Decoupled LLM Generation
In Poster Session 6
Sambaran Bandyopadhyay ⋅ Ananth Muppidi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Once-for-All: Scalable Simultaneous Forecasting via Equilibrium State Estimation
In Poster Session 6
Beinan Xu ⋅ Andy Song ⋅ Jiti Gao ⋅ Feng Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
HiPPO Zoo: Making Implicit State Space Memory Explicit
In Poster Session 6
Jack Goffinet ⋅ Casey Hanks ⋅ David Carlson
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Branching Diffusion for Point Processes in Time and Space
In Poster Session 6
Chao Yang ⋅ Wenjie Shen ⋅ Shuang Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TeamWork: Multivariate Time Series Anomaly Detection via Asymmetric Role-aware Channel Modeling
In Poster Session 6
Shiyan Hu ⋅ Tengxue Zhang ⋅ Jianxin Jin ⋅ Xiangfei Qiu ⋅ Bin Yang ⋅ Chenjuan Guo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CausalX: A Unified and Causally-Interpretable Plug-and-Play Model for Multi-modal Spatio-Temporal Forecasting
In Poster Session 6
Shiqi Zhang ⋅ Pan Mu ⋅ HantingYan ⋅ Yuchao Zhu ⋅ jinglin zhang ⋅ Cong Bai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Expanding the Chaos: Neural Operator for Stochastic (Partial) Differential Equations
In Poster Session 6
Dai Shi ⋅ Lequan Lin ⋅ Andi Han ⋅ Luke Thompson ⋅ Jose Miguel Hernandez-Lobato ⋅ Zhiyong Wang ⋅ Junbin Gao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
DiL: Discrete-anchored Representation Alignment for Semi-Supervised Continual Learning
In Poster Session 6
Nanyi Wang ⋅ Chaojie Chen ⋅ Zuoqi Tang ⋅ Jinxiang Lai ⋅ Xingcai Wu ⋅ Qi Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Efficient Synthetic Network Generation via Latent Embedding Reconstruction
In Poster Session 6
Feifan Jiang ⋅ Yinan Bu ⋅ Shihao Wu ⋅ Gongjun Xu ⋅ Ji Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Noise-Robust Density Estimation for Tabular Data Anomaly Detection
In Poster Session 6
Dazhi Fu ⋅ Zhao Zhang ⋅ Jicong Fan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Scale-Aware Domain Harmonization for Domain Adaptation Person Search
In Poster Session 6
Guojian Zhao ⋅ Huibing Wang ⋅ Jinjia Peng ⋅ Linfeng Qi ⋅ Mingze Yao ⋅ Jiqing Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Strictly Proper Scoring Rule and a Calibration Metric for Interval-Censored Data Analysis
In Poster Session 6
Hiroki Yanagisawa ⋅ Shunta Akiyama
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Distribution Estimation: Simplex Anchored Structural Inference Towards Universal Semi-supervised Learning
In Poster Session 6
Yaxin Hou ⋅ Jun Ma ⋅ Hanyang Li ⋅ Bo Han ⋅ Jie Yu ⋅ Yuheng Jia
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Semi-Supervised Learning for Molecular Graphs via Ensemble Consensus
In Poster Session 6
Rasmus Tirsgaard ⋅ Laurits Fredsgaard ⋅ Marisa Wodrich ⋅ Mikkel Jordahn ⋅ Mikkel Schmidt
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
On the Learnability of Test-Time Adaptation: A Recovery Complexity Perspective
In Poster Session 6
Zhi Zhou ⋅ Ming Yang ⋅ Shi-Yu Tian ⋅ Kun-Yang Yu ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Von Mises-Fisher Mixture Model with Dynamic Shrinkage for Realistic Test-Time Transduction
In Poster Session 6
Jiazhen Huang ⋅ Zhiming Liu ⋅ Changhu Wang ⋅ Wei Ju ⋅ Ziyue Qiao ⋅ Xiao Luo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
One Coin Has Two Sides: Single Poistive Multi Label Learning from Salient Annotations
In Poster Session 6
Xiaoyu Wang ⋅ Zhuoming Li ⋅ Bo Han ⋅ Hui LIU ⋅ Junhui Hou ⋅ Yuheng Jia
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Dimensionality Reduction with Point-distributions Similarity Invariant
In Poster Session 6
Hang Zhang ⋅ Kai Ming Ting
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Semi-Supervised Gaze Estimation via Disentangled Subspace Contrastive Learning
In Poster Session 6
Qida Tan ⋅ Hongyu Yang ⋅ Wenchao Du
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Identifying Latent Concepts and Structures for Generalized Category Discovery
In Poster Session 6
Boyang Dai ⋅ Chaoqi Chen ⋅ Yizhou Yu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Source-Free Open-World RF Fingerprint Identification
In Poster Session 6
Kunling Li ⋅ Cunqing Hua ⋅ Hongyu Zhu ⋅ Tianjie Ju ⋅ Pengwenlong Gu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PartCo: Part-Level Correspondence Priors Enhance Category Discovery
In Poster Session 6
Fernando Julio Cendra ⋅ Kai Han
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
When Generalized Zero-Shot Learning Meets PU Learning: A Plug-and-Play Framework for Seen-Class Bias Mitigation
In Poster Session 6
Long Tang ⋅ Keyang Pu ⋅ Yingjie Tian
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SURF: Separation via Unsupervised Remixing Flow
In Poster Session 6
Henry Li ⋅ Robin Scheibler ⋅ Efthymios Tzinis ⋅ Matt Shannon ⋅ Arnaud Doucet ⋅ john hershey
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Tuning-Free One-Class Discriminant Learning for Tabular Anomaly Detection
In Poster Session 6
Xuan-Ha Nguyen ⋅ Vu Duong ⋅ VanHoi Nguyen ⋅ Kim-Hung Le ⋅ Nhien-An Le-Khac
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FUSE: Ensembling Verifiers with Zero Labeled Data
In Poster Session 6
Joonhyuk Lee ⋅ Virginia L. ⋅ Sarah Zhao ⋅ Yash Nair ⋅ Asher Spector ⋅ Regev Cohen ⋅ Emmanuel J Candes
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning to Label: A Reinforced Self-Evolving Framework for Semi-supervised Referring Expression Segmentation
In Poster Session 6
Runlong Cao ⋅ Ying Zang ⋅ Chuanwei Zhou ⋅ Tianrun Chen ⋅ Tong Zhang ⋅ Zhen Cui ⋅ Chunyan Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Global Alignment: Fine-Grained Motion-Language Retrieval via Pyramidal Shapley-Taylor Learning
In Poster Session 6
Hanmo Chen ⋅ Guangtao Lyu ⋅ Chenghao Xu ⋅ Jiexi Yan ⋅ Xu Yang ⋅ Cheng Deng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
SIMPC: Learning Self-Induced Mirror-Point Consistency for Unsupervised Point Cloud Denoising
In Poster Session 6
Chengwei Zhang ⋅ Xueyi Zhang ⋅ Tao Jiang ⋅ Xinhao Xu ⋅ Wenjie Li ⋅ Fubo Zhang ⋅ Longyong Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Enhanced Multi-Instance Partial Label Learning via Average Gradient Outer Product
In Poster Session 6
nan cao ⋅ Xu Zhao ⋅ Teng Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Towards One-for-All Anomaly Detection for Tabular Data
In Poster Session 6
Shiyuan Li ⋅ Yixin Liu ⋅ Yu Zheng ⋅ Xiaofeng Cao ⋅ Shirui Pan ⋅ Heng Tao Shen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Semi-Supervised Learning with Noisy Covariates: Generalization Bounds and Distribution Regression
In Poster Session 6
Kwangho Kim ⋅ Jisu Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Newton-coupled Dual-Teacher Semi-supervised Learning Framework
In Poster Session 6
Hongyang He ⋅ Yan Zhong ⋅ Xinyuan Song ⋅ Daizong Liu ⋅ Xuanyu Liu ⋅ Victor Sanchez
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Automatic Unsupervised Ensemble Outlier Model Selection
In Poster Session 6
Phuc Phan ⋅ Tuan Vu ⋅ Tung Kieu ⋅ Sơn Hà Xuân ⋅ Bin Yang ⋅ Christian S Jensen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation
In Poster Session 6
Felix Petersen ⋅ Christian Borgelt ⋅ Aashwin Mishra ⋅ Stefano Ermon
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A novel statistical approach to analyze image classification
In Poster Session 6
Juntong Chen ⋅ Sophie Langer ⋅ Johannes Schmidt-Hieber
[ URL] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Collaborative Learning for Semi-Supervised LiDAR Semantic Segmentation
In Poster Session 6
Bin Yang ⋅ Alexandru Paul Condurache
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Language Model Augmented Semi-Supervised Statistical Inference
In Poster Session 6
Xinrui Ruan ⋅ Yingfei Wang ⋅ Waverly Wei ⋅ Jingshen Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Quantitative Estimation of Target Task Performance from Unsupervised Pretext Task in Semi/Self-Supervised Learning
In Poster Session 6
Lin-Han Jia ⋅ Siyu Han ⋅ Wen-Chao Hu ⋅ Jie-Jing Shao ⋅ Wen-Da Wei ⋅ Zhi Zhou ⋅ Lan-Zhe Guo ⋅ Yu-Feng Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Unsupervised Process-Aware Coreset Selection for In-Context Learning
In Poster Session 6
Wei Zheng ⋅ Zijie Wang ⋅ Xin Li ⋅ Bin Gong ⋅ Yuqing Sun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
See, Act, Adapt: Active Perception for Unsupervised Cross-Domain Visual Adaptation via Personalized VLM-Guided Agent
In Poster Session 6
TIANCI TANG ⋅ Tielong Cai ⋅ Hongwei Wang ⋅ Gaoang Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AdaMeZO: Adam-style Zeroth-Order Optimizer for LLM Fine-tuning Without Maintaining the Moments
In Poster Session 6
Zhijie Cai ⋅ Haolong Chen ⋅ Guangxu Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Gradient-Free Approaches is a Key to an Efficient Interaction with Markovian Stochasticity
In Poster Session 6
Boris Prokhorov ⋅ Semyon Chebykin ⋅ Alexander Gasnikov ⋅ Aleksandr Beznosikov
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Zeroth-Order Optimization at the Edge of Stability
In Poster Session 6
Minhak Song ⋅ Liang Zhang ⋅ Bingcong Li ⋅ Niao He ⋅ Michael Muehlebach ⋅ Sewoong Oh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Iterated Population Based Training with Task-Agnostic Restarts
In Poster Session 6
Alexander Chebykin ⋅ Tanja Alderliesten ⋅ Peter A.N Bosman
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
$\texttt{MetaDistill}$: Unlocking the Performance Ceiling for Pretrained Optimizers
In Poster Session 6
Muqi Han ⋅ Ruoqi Xing ⋅ KAI WU ⋅ Xiaoyu Zhang ⋅ Handing Wang ⋅ Zilong Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization
In Poster Session 6
Qiqi Duan ⋅ Guochen Zhou ⋅ Chang Shao ⋅ Zhuowei Wang ⋅ Mingyang Feng ⋅ Yuwei Huang ⋅ Yajing Tan ⋅ Yijun Yang ⋅ Qi Zhao ⋅ Yuhui Shi
[ JMLR] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning
In Poster Session 6
Xin Qiu ⋅ Yulu Gan ⋅ Conor Hayes ⋅ Qiyao Liang ⋅ Yinggan XU ⋅ Roberto Dailey ⋅ Elliot Meyerson ⋅ Babak Hodjat ⋅ Risto Miikkulainen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Solving the Offline and Online Min-Max Problem of Non-smooth Submodular-Concave Functions: A Zeroth-Order Approach
In Poster Session 6
Amir Ali Farzin ⋅ Yuen-Man Pun ⋅ Philipp Braun ⋅ Tyler Summers ⋅ Iman Shames
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Finding Stationary Points by Comparisons
In Poster Session 6
Helin Wang ⋅ Chenyi Zhang ⋅ Xiwen Tao ⋅ Yexin Zhang ⋅ Tongyang Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Revisiting Zeroth-Order Hessian Approximation: A Single-Step Policy Optimization Lens
In Poster Session 6
Junbin Qiu ⋅ Zhaowei Hong ⋅ Renzhe Xu ⋅ Yao Shu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Romberg-Extrapolated Zeroth-Order Gradient Estimator: Higher-Order Bias Reduction with Preserved Leading Directional Variance
In Poster Session 6
Hongcheng Dong ⋅ Wenqiang Pu ⋅ Licheng Zhao ⋅ Rui Zhou ⋅ Feng Yin
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Bridging Spherical Black-Box Optimizers
In Poster Session 6
Johannes Ackermann ⋅ Stefano Peluchetti
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not Underpowered
In Poster Session 6
Sijia Liu ⋅ Yicheng Lang ⋅ Soumyadeep Pal ⋅ Changsheng Wang ⋅ Yancheng Huang ⋅ Chongyu Fan ⋅ James Diffenderfer ⋅ Bhavya Kailkhura ⋅ Yihua Zhang
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Evolution Strategies at the Hyperscale
In Poster Session 6
Bidipta Sarkar ⋅ Mattie Fellows ⋅ Juan Duque ⋅ Alistair Letcher ⋅ Antonio León Villares ⋅ Anya Sims ⋅ Clarisse Wibault ⋅ Dmitry Samsonov ⋅ Dylan Cope ⋅ Jarek Liesen ⋅ Kang Li ⋅ Lukas Seier ⋅ Theo Wolf ⋅ Uljad Berdica ⋅ Valentin Mohl ⋅ Alexander D. Goldie ⋅ Aaron Courville ⋅ Karin Sevegnani ⋅ Shimon Whiteson ⋅ Jakob Foerster
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Regime-Adaptive Bayesian Optimization via Dirichlet Process Mixtures of Gaussian Processes
In Poster Session 6
Yan Zhang ⋅ Xuefeng Liu ⋅ Sipeng Chen ⋅ Sascha Ranftl ⋅ Chong Liu ⋅ Shibo Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Evolution of Benchmark: Black-Box Optimization Benchmark Design through Large Language Model
In Poster Session 6
Chen Wang ⋅ Sijie Ma ⋅ Zeyuan Ma ⋅ Yue-Jiao Gong
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Optimal Classical and Quantum Algorithms for Gradient Testing and Estimation by Comparisons
In Poster Session 6
Xiwen Tao ⋅ Chenyi Zhang ⋅ Helin Wang ⋅ Yexin Zhang ⋅ Tongyang Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
ALAS: Additive Learnable Alpha-Stable Kernels for Flexible Bayesian Optimization
In Poster Session 6
Weibo Huang ⋅ Cheng Hua
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Turning Stale Gradients into Stable Gradients: Coherent Coordinate Descent with Implicit Landscape Smoothing for Lightweight Zeroth-Order Optimization
In Poster Session 6
Chen Liang ⋅ Xiatao Sun ⋅ Qian Wang ⋅ Daniel Rakita
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Probability of Matching for Batch Multi-Objective Bayesian Optimization
In Poster Session 6
Mingqian Li ⋅ Sina Zadeh ⋅ Raymundo Arroyave ⋅ Xiaoning Qian
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search
In Poster Session 6
Baek Seong-Eun ⋅ Lee Jung-Mok ⋅ Kim Sung-Bin ⋅ Tae-Hyun Oh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Zeroth-Order Forward-Only SNN Training Inspiring Neuromorphic On-Chip Learning
In Poster Session 6
Mingyue Qin ⋅ Shuyu Yin ⋅ Qinghai Guo ⋅ Xiaolin Huang ⋅ Peilin Liu ⋅ Fei Wen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Taking the GP Out of the Loop
In Poster Session 6
David Sweet ⋅ Siddhant Jadhav ⋅ Mehul Bafna
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Local Constrained Bayesian Optimization
In Poster Session 6
Jingzhe Jing ⋅ Zheyi Fan ⋅ Szu Hui Ng ⋅ Qingpei Hu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Depth over Fidelity in Fixed-Budget Noisy Evolution Strategies
In Poster Session 6
Sichen Wang ⋅ Zhipeng Lu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Noisy Pairwise-Comparison Random Search for Smooth Nonconvex Optimization
In Poster Session 6
Taha EL BAKKALI EL KADI ⋅ Rayane Bouftini ⋅ Richard Zhang ⋅ Omar Saadi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
LILO: Bayesian Optimization with Natural Language Feedback
In Poster Session 6
Katarzyna Kobalczyk ⋅ Zhiyuan Jerry Lin ⋅ Benjamin Letham ⋅ Zhuokai Zhao ⋅ Maximilian Balandat ⋅ Eytan Bakshy
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AGZO: Activation-Guided Zeroth-Order Optimization for LLM Fine-Tuning
In Poster Session 6
Wei LIN ⋅ Yining Jiang ⋅ Qingyu Song ⋅ Qiao Xiang ⋅ Hong Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
CurvZO: Adaptive Curvature-Guided Sparse Zeroth-Order Optimization for Efficient LLM Fine-Tuning
In Poster Session 6
Shuo Wang ⋅ Ziyu Chen ⋅ Ming Tang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Breaking Multi-Task Curse: Reward-Weighted Evolution for Black-Box Many-Task Optimization
In Poster Session 6
Yanchi Li ⋅ Jiao Liu ⋅ Wenyin Gong ⋅ Qiong Gu ⋅ Yue Zhao ⋅ Yew Soon ONG
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination
In Poster Session 6
Mengqi Chen ⋅ Thomas Berrett ⋅ Theodoros Damoulas ⋅ Michele Caprio
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Provably Valid Uncertainty Quantification for Deep Computed Tomography
In Poster Session 6
Matteo Gätzner ⋅ Johannes Kirschner
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Leveraging Low-Rank Structures for High-Dimensional Score-Based Sampling
In Poster Session 6
Robert Gruhlke ⋅ Julius Berner ⋅ David Sommer ⋅ Lorenz Richter
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Multiple Choice Learning of Low-Rank Adapters for Language Modeling
In Poster Session 6
Victor Letzelter ⋅ Hugo Malard ⋅ Mathieu Fontaine ⋅ Gaël Richard ⋅ Slim Essid ⋅ Andrei Bursuc ⋅ Patrick Perez
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Incremental Transformer Neural Processes
In Poster Session 6
Philip Mortimer ⋅ Cristiana Diaconu ⋅ Tommy Rochussen ⋅ Bruno Mlodozeniec ⋅ Richard E Turner
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Bias-Spectrum Neural Processes for Parametric PDEs: Architecture Priors Meet PDE Constraints
In Poster Session 6
Hui Li ⋅ Huafeng Liu ⋅ Chenguang Li ⋅ Tianxiao Zhang ⋅ Yajun Yang ⋅ Liping Jing
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Spectral Bridge Variational Inference: Dynamic LoRA via Bures-Wasserstein Gradient Flows
In Poster Session 6
Yuhang Xi ⋅ Yu-Feng Yu ⋅ Chuan-Xian Ren ⋅ Zhao-Rong Lai
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Zono-Conformal Prediction: Zonotope-Based Uncertainty Quantification for Regression and Classification Tasks
In Poster Session 6
Laura Lützow ⋅ Michael Eichelbeck ⋅ Mykel Kochenderfer ⋅ Matthias Althoff
[ JMLR] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Toward Calibrated Mixture-of-Experts Under Distribution Shift
In Poster Session 6
Gina Wong ⋅ Drew Prinster ⋅ Suchi Saria ⋅ Rama Chellappa ⋅ Anqi Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Minimum Distance Summaries for Robust Neural Posterior Estimation
In Poster Session 6
Sherman Khoo ⋅ Dennis Prangle ⋅ Song Liu ⋅ Mark Beaumont
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Quantile-Free Uncertainty Quantification in Graph Neural Networks
In Poster Session 6
Soyoung Park ⋅ Hwanjun Song ⋅ Sungsu Lim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
On the Epistemic Uncertainty of Overparametrized Neural Networks
In Poster Session 6
David Rügamer
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Probabilistic Retrofitting of Learned Simulators
In Poster Session 6
Cristiana Diaconu ⋅ Miles Cranmer ⋅ Richard E Turner ⋅ Tanya Marwah ⋅ Payel Mukhopadhyay
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Individual Calibration to Reliable Classifiers: ALD Parameterization with mPAIC Guarantees
In Poster Session 6
Deming Sheng ⋅ Ricardo Henao
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
General Synthetic-Powered Inference
In Poster Session 6
Meshi Bashari ⋅ Yonghoon Lee ⋅ Roy Lotan ⋅ Edgar Dobriban ⋅ Yaniv Romano
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization
In Poster Session 6
Yuchen Zhu ⋅ Wei Guo ⋅ Jaemoo Choi ⋅ Petr Molodyk ⋅ Bo Yuan ⋅ Molei Tao ⋅ Yongxin Chen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Conformal Calibration Transfer
In Poster Session 6
Achref Doula
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Credal Ensembles via Distributionally Robust Optimization
In Poster Session 6
Kaizheng Wang ⋅ Ghifari Adam Faza ⋅ Fabio Cuzzolin ⋅ Siu Lun Chau ⋅ David Moens ⋅ Hans Hallez
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Transformers Can Learn Posterior Predictive Distributions In-Context
In Poster Session 6
Gyeonghun Kang ⋅ Changwoo Lee ⋅ Xiang Cheng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Set-Preserving Calibration from Conformal P-Values to E-Values
In Poster Session 6
Nabil Alami ⋅ Jad Zakharia ⋅ Souhaib Ben Taieb
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Theory and Practice of MAP Inference over Non-Convex Constraints
In Poster Session 6
Leander Kurscheidt ⋅ Gabriele Masina ⋅ Roberto Sebastiani ⋅ Antonio Vergari
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Softmax: A Natural Parameterization for Categorical Random Variables
In Poster Session 6
Alessandro Manenti ⋅ Cesare Alippi
[ Poster]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Return-Aligned Decision Transformer
In Poster Session 6
Tsunehiko Tanaka ⋅ Kenshi Abe ⋅ Kaito Ariu ⋅ Tetsuro Morimura ⋅ Edgar Simo-Serra
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Batched Contextual Reinforcement
In Poster Session 6
Bangji Yang ⋅ Hongbo Ma ⋅ Jiajun Fan ⋅ Ge Liu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mitigating Plasticity Loss through Architectural Design in Continual Learning
In Poster Session 6
Niklas Koeppe ⋅ Luiz Felipe Vecchietti ⋅ Dongqi Han ⋅ Dongsheng Li ⋅ Sang Wan Lee
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Consistent Zero-Shot Imitation with Contrastive Goal Inference
In Poster Session 6
Kathryn Wantlin ⋅ Chongyi Zheng ⋅ Benjamin Eysenbach
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Online Rubrics Elicitation from Pairwise Comparisons
In Poster Session 6
MohammadHossein Rezaei ⋅ Robert Vacareanu ⋅ Zihao Wang ⋅ Clinton Wang ⋅ Bing Liu ⋅ Yunzhong He ⋅ Afra Feyza Akyürek
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Scalar Rewards: Learning from Text Feedback in LLM Post-Training
In Poster Session 6
Yuda Song ⋅ Lili Chen ⋅ Fahim Tajwar ⋅ REMI MUNOS ⋅ Deepak Pathak ⋅ J. Bagnell ⋅ Aarti Singh ⋅ Andrea Zanette
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Adaptive Policy Backbone via Shared Network
In Poster Session 6
Bumgeun Park ⋅ Donghwan Lee
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Formalizing Learning from Language Feedback with Provable Guarantees
In Poster Session 6
Wanqiao Xu ⋅ Allen Nie ⋅ Ruijie Zheng ⋅ Aditya Modi ⋅ Adith Swaminathan ⋅ Ching-An Cheng
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Escaping the Verifier: Learning to Reason via Demonstrations
In Poster Session 6
Locke Cai ⋅ Max Ryabinin ⋅ Ivan Provilkov
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Multi-Objective Preference Optimization: Improving Human Alignment of Generative Models
In Poster Session 6
Akhil Agnihotri ⋅ Rahul Jain ⋅ Deepak Ramachandran ⋅ Zheng Wen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Online Compatible Reward Identification from Preference Feedback
In Poster Session 6
Simone Drago ⋅ Marco Mussi ⋅ Alberto Maria Metelli
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Adaptive Multi-Round Allocation with Stochastic Arrivals
In Poster Session 6
Yuqi Pan ⋅ Davin Choo ⋅ Haichuan Wang ⋅ Milind Tambe ⋅ Alastair van Heerden ⋅ Cheryl Johnson
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Episodic Memory-Guided Controllable Experience Synthesis for Reinforcement Learning
In Poster Session 6
Xiao Ma ⋅ Tian Li ⋅ Wu-Jun Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
$f$-Divergence Regularized RLHF: Two Tales of Sampling and Unified Analyses
In Poster Session 6
Di Wu ⋅ Chengshuai Shi ⋅ Jing Yang ⋅ Cong Shen
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
BiTrajDiff: Bidirectional Trajectory Generation with Diffusion Models for Offline Reinforcement Learning
In Poster Session 6
Yunpeng Qing ⋅ Yixiao Chi ⋅ Shuo Chen ⋅ Shunyu Liu ⋅ Kexuan Zhou ⋅ Sixu Lin ⋅ Litao Liu ⋅ Changqing Zou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Reinforcement Learning from Bagged Reward
In Poster Session 6
Yuting Tang ⋅ Xin-Qiang Cai ⋅ Yao-Xiang Ding ⋅ Qiyu Wu ⋅ Guoqing Liu ⋅ Masashi Sugiyama
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Beyond Static Pipelines: Learning Dynamic Workflows for Text-to-SQL
In Poster Session 6
Yihan Wang ⋅ Peiyu Liu ⋅ Runyu Chen ⋅ Wei Xu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning Reward Functions from Multiple Feedback Types with Amortized Variational Inference
In Poster Session 6
Raphaël Baur ⋅ Yannick Metz ⋅ Maria Gkoulta ⋅ Mennatallah El-Assady ⋅ Giorgia Ramponi ⋅ Thomas Kleine Buening
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The cost of commitment in option-based hierarchical RL
In Poster Session 6
Randy Lefebvre ⋅ Audrey Durand
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Active Attacks: Red-teaming LLMs via Adaptive Environments
In Poster Session 6
Taeyoung Yun ⋅ Pierre-Luc St-Charles ⋅ Jinkyoo Park ⋅ Yoshua Bengio ⋅ Minsu Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Comparing Deterministic and Soft Policy Gradients for Optimizing Gaussian Mixture Actors
In Poster Session 6
Sheelabhadra Dey ⋅ Guni Sharon
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Path-Coupled Bellman Flows for Distributional Reinforcement Learning
In Poster Session 6
Boyang Xu ⋅ Qing Zou ⋅ Siqin Yang ⋅ Hao Yan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
From Parameter Dynamics to Risk Scoring: Quantifying Sample-Level Safety Degradation in LLM Fine-tuning
In Poster Session 6
Xiao Wang ⋅ Yifei Zhang ⋅ Yongkang Liu ⋅ Xiaocui Yang ⋅ Zihan Wang ⋅ Shi Feng ⋅ Daling Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Bridge the Gaps between AI Development and Regulation
In Poster Session 6
Mansur Khan ⋅ Mehmet Akengin ⋅ Osman Salahuddin ⋅ Ahmad A. Rushdi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: LLM-Safety Evaluations Lack Robustness
In Poster Session 6
Tim Beyer ⋅ Sophie Xhonneux ⋅ Simon Geisler ⋅ Gauthier Gidel ⋅ Leo Schwinn ⋅ Stephan Günnemann
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Don't Walk the Line: Boundary Guidance for Filtered Generation
In Poster Session 6
Sarah Ball ⋅ Andreas Haupt
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Around the World in Eighty Ratings? Quantifying the Salience of Geo-Cultural Values for Pluralistic Alignment
In Poster Session 6
Arkadiy Saakyan ⋅ Charvi Rastogi ⋅ Lora Aroyo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Jailbreak to Protect: Buffering Harmful Fine-Tuning via Temporary Jailbreaking LoRA in Large Language Models
In Poster Session 6
Seokil Ham ⋅ Jaehyuk Jang ⋅ Wonjun Lee ⋅ Changick Kim
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Copyright-Bench: Agentic Evaluation of Copyright Law Compliance
In Poster Session 6
Zheng Hui ⋅ Doni Bloomfield ⋅ Noam Kolt
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Safety-Aware Denoiser for Text Diffusion Models
In Poster Session 6
Amman Yusuf ⋅ Zhejun Jiang ⋅ Mi Jung Park
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Geometric Analysis of Small-sized Language Model Hallucinations
In Poster Session 6
Emanuele Ricco ⋅ Elia Onofri ⋅ Lorenzo Cima ⋅ Stefano Cresci ⋅ Roberto Di Pietro
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
RedDebate: Safer Responses Through Multi-Agent Red Teaming Debates
In Poster Session 6
Ali Asad ⋅ Stephen Obadinma ⋅ Radin Shayanfar ⋅ Xiaodan Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Decoy for the Judge: Disrupting Multi-Turn Jailbreaks using Semantics-Preserving Output Rewriting
In Poster Session 6
Huanli Gong ⋅ Zhipeng Wei ⋅ Yu Fu ⋅ Haz Shahgir ⋅ Ananya Gupta ⋅ Yue Dong ⋅ N. Benjamin Erichson
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Calibrating Conservatism for Scalable Oversight
In Poster Session 6
William Overman ⋅ Mohsen Bayati
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
EMBGUARD: Constructing Hazard-Aware Guardrails for Safe Planning in Embodied Agents
In Poster Session 6
Dongwook Choi ⋅ Taeyoon Kwon ⋅ Bogyung Jeong ⋅ Minju Kim ⋅ Yeonjun Hwang ⋅ Hyojun Kim ⋅ Byungchul Kim ⋅ Young Kyun Jang ⋅ Jinyoung Yeo
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
AutoControl Arena: Synthesizing Executable Test Environments for Frontier AI Risk Evaluation
In Poster Session 6
Changyi Li ⋅ Pengfei Lu ⋅ Xudong Pan ⋅ Fazl Barez ⋅ Min Yang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
State-Dependent Safety Failures in Multi-Turn Language Model Interaction
In Poster Session 6
pengcheng li ⋅ Jie Zhang ⋅ Tianwei Zhang ⋅ Han Qiu ⋅ Zhang kejun ⋅ Weiming Zhang ⋅ Nenghai Yu ⋅ Wenbo Zhou
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: AI Lock-In Is in Progress, and We Must Be Prepared
In Poster Session 6
Jaeho Kim ⋅ Seokhyun Lee ⋅ Jieun Lee ⋅ Changhee Lee
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Constitutional Black-Box Monitoring for Scheming in LLM Agents
In Poster Session 6
Simon Storf ⋅ Rich Barton-Cooper ⋅ James Peters-Gill ⋅ Marius Hobbhahn
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Decoding Safety Feedback from Diverse Raters: A Data-driven Lens on Responsiveness to Severity
In Poster Session 6
Pushkar Mishra ⋅ Charvi Rastogi ⋅ Stephen Pfohl ⋅ Alicia Parrish ⋅ Tian Teh ⋅ Roma Patel ⋅ Mark Diaz ⋅ Ding Wang ⋅ Michela Paganini ⋅ Vinodkumar Prabhakaran ⋅ Lora Aroyo ⋅ Verena Rieser
[ URL]  [ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
FormalJudge: A Neuro-Symbolic Paradigm for Agentic Oversight
In Poster Session 6
Jiayi Zhou ⋅ Yang Sheng ⋅ Hantao Lou ⋅ Yaodong Yang ⋅ Jie Fu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
It's a TRAP! Task-Redirecting Agent Persuasion Benchmark for Web Agents
In Poster Session 6
Karolina Korgul ⋅ Yushi Yang ⋅ Arkadiusz Drohomirecki ⋅ Piotr Blaszczyk ⋅ Will Howard ⋅ Lukas Aichberger ⋅ Chris Russell ⋅ Phil Torr ⋅ Adam Mahdi ⋅ Adel Bibi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Who Transfers Safety? Identifying and Targeting Cross-Lingual Shared Safety Neurons
In Poster Session 6
Xianhui Zhang ⋅ Chengyu Xie ⋅ Linxia Zhu ⋅ Yonghui Yang ⋅ Weixiang Zhao ⋅ Zifeng Cheng ⋅ Cong Wang ⋅ Fei Shen ⋅ Tat-Seng Chua
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Current Model Cards Are Insufficient for Downstream Governance of Open-Weight Foundation Models
In Poster Session 6
Sungwon Chae ⋅ KEONWOO KIM ⋅ Hoki Kim ⋅ Jaeyeon Ju ⋅ Sangchul Park
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: AI Governance Needs ISO-like Interoperability Protocols, Not Just Laws
In Poster Session 6
Azmine Toushik Wasi ⋅ Mst Islam ⋅ Mahfuz Anik ⋅ Manjurul Ahsan ⋅ Taki Hasan Rafi ⋅ Dong-Kyu Chae
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
PersistBench: When Should Long-Term Memories Be Forgotten by LLMs?
In Poster Session 6
Sidharth Pulipaka ⋅ Oliver Chen ⋅ Manas Sharma ⋅ Taaha Saleem Bajwa ⋅ Vyas Raina ⋅ Ivaxi Sheth
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Mitigating the Safety–Utility Trade-off in LLM Alignment via Adaptive Safe Context Learning
In Poster Session 6
Yanbo Wang ⋅ Minzheng Wang ⋅ Jian Liang ⋅ Lu Wang ⋅ Yongcan Yu ⋅ Ran He
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Emergence of Biased Consensus in Multi-Agent LLM Debates
In Poster Session 6
Maya Okawa
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents
In Poster Session 6
Jaylen Jones ⋅ Zhehao Zhang ⋅ Yuting Ning ⋅ Eric Fosler-Lussier ⋅ Pierre-Luc St-Charles ⋅ Yoshua Bengio ⋅ Dawn Song ⋅ Yu Su ⋅ Huan Sun
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Heterogeneous Safety Impacts of Benign Multilingual Fine-Tuning
In Poster Session 6
Will Hawkins ⋅ Kai Rawal ⋅ Jonathan Rystrøm ⋅ Stratis Tsirtsis ⋅ Zihao Fu ⋅ Greta Warren ⋅ Eoin Delaney ⋅ Ryan Brown ⋅ Sandra Wachter ⋅ Brent Mittelstadt ⋅ Chris Russell
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Safety Must Precede the Deployment of Open-Ended AI Agents
In Poster Session 6
Ivaxi Sheth ⋅ Jan Wehner ⋅ Sahar Abdelnabi ⋅ Ruta Binkyte ⋅ Mario Fritz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Enabling Fair Revenue Sharing for Data Providers in GenAI Systems
In Poster Session 6
Gengrui (Edward) Zhang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Statistical Impossibility and Possibility of Aligning LLMs with Human Preferences: From Condorcet Paradox to Nash Equilibrium
In Poster Session 6
Kaizhao Liu ⋅ Qi Long ⋅ Zhekun Shi ⋅ Weijie Su ⋅ Jiancong Xiao
[ URL] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Welfare-Optimal Classification with Accuracy Auctions
In Poster Session 6
Bana Sadi ⋅ Eden Saig ⋅ Nir Rosenfeld
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Overcoming the Incentive Collapse Paradox
In Poster Session 6
Qichuan Yin ⋅ Ziwei Su ⋅ Shuangning Li
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
The Optimal Sample Complexity of Linear Contracts
In Poster Session 6
Mikael Moller Hogsgaard
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Adaptive Contracts for Cost-Effective AI Delegation
In Poster Session 6
Tamar Garbuz ⋅ Ariel Procaccia ⋅ Eden Saig ⋅ Inbal Talgam-Cohen ⋅ Jamie Tucker-Foltz
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning in Structured Stackelberg Games
In Poster Session 6
Nina Balcan ⋅ Kiriaki Fragkia ⋅ Keegan Harris
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Understanding Dynamics of Adam in Zero-Sum Games: An ODE Approach
In Poster Session 6
Yi Feng ⋅ Weiming Ou ⋅ Xiao Wang
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Model Monotonicity in Autobidding Auctions: When Do Better Predictions Lead to Better Outcomes?
In Poster Session 6
Ashwinkumar Badanidiyuru
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Learning in Bayesian Stackelberg Games With Unknown Follower's Types
In Poster Session 6
Matteo Bollini ⋅ Francesco Bacchiocchi ⋅ Samuel Coutts ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Optimal Rates for Feasible Payoff Set Estimation in Games
In Poster Session 6
Annalisa Barbara ⋅ Riccardo Poiani ⋅ Martino Bernasconi ⋅ Andrea Celli
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Betting on Equilibrium: Monitoring Strategic Behavior in Multi-Agent Systems
In Poster Session 6
Etienne Gauthier ⋅ Francis Bach ⋅ Michael Jordan
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Approximate Proportionality in Online Fair Division
In Poster Session 6
Davin Choo ⋅ Winston Fu ⋅ Tzeh Neoh ⋅ Tze-Yang Poon ⋅ Nicholas Teh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Provably Convergent Actor-Critic in Risk-averse MARL
In Poster Session 6
Yizhou Zhang ⋅ Eric Mazumdar
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
A Stronger Benchmark for Online Bilateral Trade: From Fixed Prices to Distributions
In Poster Session 6
Anna Lunghi ⋅ Mattia Piccinato ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Risk-Averse and Optimistic Advertiser Incentive Compatibility in Auto-bidding
In Poster Session 6
Christopher Liaw ⋅ Wennan Zhu
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Online Contract Design With Unknown Technology
In Poster Session 6
Matteo Bollini ⋅ Matteo Castiglioni ⋅ Alberto Marchesi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
TN-SHAP-G: Graph-Structured Tensor Network Surrogates for Shapley Values and Interactions
In Poster Session 6
Farzaneh Heidari ⋅ Guillaume Rabusseau
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Online Fair Division with Additional Information
In Poster Session 6
Tzeh Neoh ⋅ Jannik Peters ⋅ Nicholas Teh
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Achieving Logarithmic Regret in KL-Regularized Zero-Sum Markov Games
In Poster Session 6
Anupam Nayak ⋅ Tong Yang ⋅ Osman Yagan ⋅ Gauri Joshi ⋅ Yuejie Chi
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
(Doubly) Exponential Lower Bounds for Follow the Regularized Leader in Potential Games
In Poster Session 6
Ioannis Anagnostides ⋅ Ioannis Panageas ⋅ Nikolas Patris ⋅ Tuomas Sandholm
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Revisiting the Bertrand Paradox via Equilibrium Analysis of No-regret Learners
In Poster Session 6
ARNAB MAITI ⋅ Junyan Liu ⋅ Kevin Jamieson ⋅ Lillian Ratliff
[ OpenReview] 
Poster
Thu Jul 09 10:30 AM -- 12:15 PM (KST) @ Coex: HALL A None
Position: Uncertainty is a Strategic Signal in Human–AI Decision Making
In Poster Session 6
Achref Doula ⋅ Otthein Herzog ⋅ Siegfried WU ⋅ Max Mühlhäuser
[ OpenReview]