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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2404
Fair Off-Policy Learning from Observational Data
Dennis Frauen · Valentyn Melnychuk · Stefan Feuerriegel
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1111
Consistent Submodular Maximization
PAUL DUETTING · Federico Fusco · Silvio Lattanzi · Ashkan Norouzi-Fard · Morteza Zadimoghaddam
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #709
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Wei-Lin Chiang · Lianmin Zheng · Ying Sheng · Anastasios Angelopoulos · Tianle Li · Dacheng Li · Banghua Zhu · Hao Zhang · Michael Jordan · Joseph E Gonzalez · Ion Stoica
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1114
Learning Associative Memories with Gradient Descent
Vivien Cabannnes · Berfin Simsek · Alberto Bietti
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2114
Hybrid$^2$ Neural ODE Causal Modeling and an Application to Glycemic Response
Junyi Zou · Matthew Levine · Dessi Zaharieva · Ramesh Johari · Emily Fox
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #602
How Learning by Reconstruction Produces Uninformative Features For Perception
Randall Balestriero · Yann LeCun
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1707
The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective
Chi-Heng Lin · Chiraag Kaushik · Eva Dyer · Vidya Muthukumar
[ Poster [ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #812
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
Xinyi Wang · Alfonso Amayuelas · Kexun Zhang · Liangming Pan · Wenhu Chen · William Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2703
Peeking with PEAK: Sequential, Nonparametric Composite Hypothesis Tests for Means of Multiple Data Streams
Brian Cho · Kyra Gan · Nathan Kallus
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1002
Ensemble Pruning for Out-of-distribution Generalization
Fengchun Qiao · Xi Peng
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Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1000
Exploiting Code Symmetries for Learning Program Semantics
Kexin Pei · Weichen Li · Qirui Jin · Shuyang Liu · Scott Geng · Lorenzo Cavallaro · Junfeng Yang · Suman Jana
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2809
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Chengshu Li · Jacky Liang · Andy Zeng · Xinyun Chen · Karol Hausman · Dorsa Sadigh · Sergey Levine · Li Fei-Fei · Fei Xia · brian ichter
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #210
TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
Zhuo Chen · Jacob McCarran · Esteban Vizcaino · Marin Soljačić · Di Luo
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2112
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
Ziwei Jiang · Murat Kocaoglu
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #417
Bidirectional Reciprocative Information Communication for Few-Shot Semantic Segmentation
Yuanwei Liu · Junwei Han · Xiwen Yao · Salman Khan · Hisham Cholakkal · Rao Anwer · Nian Liu · Fahad Khan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1314
Feasible Reachable Policy Iteration
Shentao Qin · Yujie Yang · Yao Mu · Jie Li · Wenjun Zou · Jingliang Duan · Shengbo Li
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1414
Sparse Inducing Points in Deep Gaussian Processes: Enhancing Modeling with Denoising Diffusion Variational Inference
JIAN XU · Delu Zeng · John Paisley
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1708
Prediction Accuracy of Learning in Games : Follow-the-Regularized-Leader meets Heisenberg
Yi Feng · Georgios Piliouras · Xiao Wang
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Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1410
Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
Louis Sharrock · Jack Simons · Song Liu · Mark Beaumont
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1302
SiT: Symmetry-invariant Transformers for Generalisation in Reinforcement Learning
Matthias Weissenbacher · Rishabh Agarwal · Yoshinobu Kawahara
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #600
Scalable High-Resolution Pixel-Space Image Synthesis with Hourglass Diffusion Transformers
Katherine Crowson · Stefan Baumann · Alex Birch · Tanishq Abraham · Daniel Kaplan · Enrico Shippole
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1501
Stable Differentiable Causal Discovery
Achille Nazaret · Justin Hong · Elham Azizi · David Blei
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #615
Graph Attention Retrospective
Kimon Fountoulakis · Amit Levi · Shenghao Yang · Aseem Baranwal · Aukosh Jagannath
[ Poster [ JMLR
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #305
Leveraging Attractor Dynamics in Spatial Navigation for Better Language Parsing
Xiaolong Zou · Xingxing Cao · Xiaojiao Yang · Bo Hong
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2307
Disparate Impact on Group Accuracy of Linearization for Private Inference
Saswat Das · Marco Romanelli · Ferdinando Fioretto
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2510
SqueezeLLM: Dense-and-Sparse Quantization
Sehoon Kim · Coleman Hooper · Amir Gholaminejad · Zhen Dong · Xiuyu Li · Sheng Shen · Michael Mahoney · EECS Kurt Keutzer
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #317
SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
Rahul Thapa · Bryan He · Magnus Ruud Kjaer · Hyatt Moore · Gauri Ganjoo · Emmanuel Mignot · James Zou
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1502
Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions
Guneykan Ozgul · Xiantao Li · Mehrdad Mahdavi · Chunhao Wang
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Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #705
Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations
Yanda Chen · Ruiqi Zhong · Narutatsu Ri · Chen Zhao · He He · Jacob Steinhardt · Zhou Yu · Kathleen McKeown
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #810
Online Cascade Learning for Efficient Inference over Streams
Lunyiu Nie · Zhimin Ding · Erdong Hu · Christopher Jermaine · Swarat Chaudhuri
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1303
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning
Donghu Kim · Hojoon Lee · Kyungmin Lee · Dongyoon Hwang · Jaegul Choo
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #809
Watermark Stealing in Large Language Models
Nikola Jovanović · Robin Staab · Martin Vechev
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1705
Optimal Coresets for Low-Dimensional Geometric Median
Peyman Afshani · Chris Schwiegelshohn
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1902
Probabilistic Generating Circuits - Demystified
Sanyam Agarwal · Markus Bläser
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #914
Distinguishing the Knowable from the Unknowable with Language Models
Gustaf Ahdritz · Tian Qin · Nikhil Vyas · Boaz Barak · Benjamin Edelman
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1506
Robust and Conjugate Gaussian Process Regression
Matias Altamirano · Francois-Xavier Briol · Jeremias Knoblauch
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1905
Fast Algorithms for Hypergraph PageRank with Applications to Semi-Supervised Learning
Konstantinos Ameranis · Adela DePavia · Lorenzo Orecchia · Erasmo Tani
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #102
Scale-Free Image Keypoints Using Differentiable Persistent Homology
Giovanni Barbarani · Francesco Vaccarino · Gabriele Trivigno · Marco Guerra · Gabriele Berton · Carlo Masone
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2103
Generalization in Kernel Regression Under Realistic Assumptions
Daniel Barzilai · Ohad Shamir
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2516
Position: Explain to Question not to Justify
Przemyslaw Biecek · Wojciech Samek
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2108
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
Mitchell Black · Lucy Lin · Weng-Keen Wong · Amir Nayyeri
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1601
Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling
Denis Blessing · Xiaogang Jia · Johannes Esslinger · Francisco Vargas · Gerhard Neumann
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1012
How Spurious Features are Memorized: Precise Analysis for Random and NTK Features
Simone Bombari · Marco Mondelli
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2512
Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms
Eleonora Bonel · Luca Nannini · Davide Bassi · Michele Maggini
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #716
On dimensionality of feature vectors in MPNNs
César Bravo · Alexander Kozachinskiy · Cristobal Rojas
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1606
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples
Dake Bu · Wei Huang · Taiji Suzuki · Ji Cheng · Qingfu Zhang · Zhiqiang Xu · Hau-San Wong
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2417
Semantically-correlated memories in a dense associative model
Thomas F Burns
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #110
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design
Andrew Campbell · Jason Yim · Regina Barzilay · Tom Rainforth · Tommi Jaakkola
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #311
Successor Features for Efficient Multi-Subject Controlled Text Generation
Meng Cao · Mehdi Fatemi · Jackie Chi Kit Cheung · Samira Shabanian
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1402
Limited Preference Aided Imitation Learning from Imperfect Demonstrations
Xingchen Cao · Fan-Ming Luo · Junyin Ye · Tian Xu · Zhilong Zhang · Yang Yu
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2315
Auditing Private Prediction
Karan Chadha · Matthew Jagielski · Nicolas Papernot · Christopher A. Choquette Choo · Milad Nasr
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #101
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion
Di Chang · Yichun Shi · Quankai Gao · Hongyi Xu · Jessica Fu · Guoxian Song · Qing Yan · Yizhe Zhu · Xiao Yang · Mohammad Soleymani
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2302
Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes
Yifan Chen · Mark Goldstein · Mengjian Hua · Michael Albergo · Nicholas Boffi · Eric Vanden-Eijnden
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #402
Bagged Deep Image Prior for Recovering Images in the Presence of Speckle Noise
Xi Chen · Zhewen Hou · Christopher Metzler · Arian Maleki · Shirin Jalali
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2707
Offline Transition Modeling via Contrastive Energy Learning
Ruifeng Chen · Chengxing Jia · Zefang Huang · Tian-Shuo Liu · Xu-Hui Liu · Yang Yu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1800
High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization
Yihang Chen · Fanghui Liu · Taiji Suzuki · Volkan Cevher
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2401
GRATH: Gradual Self-Truthifying for Large Language Models
Weixin Chen · Dawn Song · Bo Li
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2717
Leveraging (Biased) Information: Multi-armed Bandits with Offline Data
Wang Chi Cheung · Lixing Lyu
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #214
MS-TIP: Imputation Aware Pedestrian Trajectory Prediction
Pranav Singh Chib · Achintya Nath · Paritosh Kabra · Ishu Gupta · Pravendra Singh
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2715
$\mathtt{VITS}$ : Variational Inference Thompson Sampling for contextual bandits
Pierre Clavier · Tom Huix · Alain Oliviero Durmus
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1603
Multi-View Stochastic Block Models
Vincent Cohen-Addad · Tommaso d'Orsi · Silvio Lattanzi · Rajai Nasser
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #513
A2Q+: Improving Accumulator-Aware Weight Quantization
Ian Colbert · Alessandro Pappalardo · Jakoba Petri-Koenig · Yaman Umuroglu
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #411
Harmonizing Generalization and Personalization in Federated Prompt Learning
Tianyu Cui · Hongxia Li · Jingya Wang · Ye Shi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2104
Boosting Offline Optimizers with Surrogate Sensitivity
Cuong Dao · Phi Le Nguyen · Thao Nguyen Truong · Nghia Hoang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1808
Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing
VIKAS DEEP · Achal Bassamboo · Sandeep Juneja
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1003
An Unsupervised Approach for Periodic Source Detection in Time Series
Berken Utku Demirel · Christian Holz
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1005
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution
Haoyu Deng · Zijing Xu · Yule Duan · Xiao Wu · Wen-Jie Shu · Liang-Jian Deng
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2207
Network Tight Community Detection
Jiayi Deng · Xiaodong Yang · Jun Yu · Jun Liu · Zhaiming Shen · Danyang Huang · Huimin Cheng
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #706
Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso · Martin A Bertran · Riccardo Fogliato · Aaron Roth
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #406
Convex and Bilevel Optimization for Neural-Symbolic Inference and Learning
Charles Dickens · Changyu Gao · Connor Pryor · Stephen Wright · Lise Getoor
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1107
Spectral Preconditioning for Gradient Methods on Graded Non-convex Functions
Nikita Doikov · Sebastian Stich · Martin Jaggi
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #911
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Yilun Du · Shuang Li · Antonio Torralba · Josh Tenenbaum · Igor Mordatch
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #217
TSLANet: Rethinking Transformers for Time Series Representation Learning
Emadeldeen Eldele · Mohamed Ragab · Zhenghua Chen · Min Wu · Xiaoli Li
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2812
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
Mohamed Elsayed · Homayoon Farrahi · Felix Dangel · Rupam Mahmood
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #414
Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification
Luyang Fang · Yongkai Chen · Wenxuan Zhong · Ping Ma
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2008
From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks
Amirhossein Farzam · Allen Tannenbaum · Guillermo Sapiro
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2808
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
Kaituo Feng · Changsheng Li · Xiaolu Zhang · JUN ZHOU · Ye Yuan · Guoren Wang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #203
Reservoir Computing for Short High-Dimensional Time Series: an Application to SARS-CoV-2 Hospitalization Forecast
Thomas Ferté · Dutartre Dan · Boris Hejblum · Romain Griffier · Vianney Jouhet · Rodolphe Thiébaut · Pierrick Legrand · Xavier Hinaut
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1304
Trust the Model Where It Trusts Itself - Model-Based Actor-Critic with Uncertainty-Aware Rollout Adaption
Bernd Frauenknecht · Artur Eisele · Devdutt Subhasish · Friedrich Solowjow · Sebastian Trimpe
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2408
Trustworthy Actionable Perturbations
Jesse Friedbaum · Sudarshan Adiga · Ravi Tandon
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #309
PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation
Han Fu · Jian Tan · Pinhan Zhang · Feifei Li · Jianling Sun
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1009
Towards Theoretical Understandings of Self-Consuming Generative Models
Shi Fu · Sen Zhang · Yingjie Wang · Xinmei Tian · Dacheng Tao
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2502
Reflective Policy Optimization
Yaozhong Gan · yan renye · zhe wu · Junliang Xing
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1806
Testing the Feasibility of Linear Programs with Bandit Feedback
Aditya Gangrade · Aditya Gopalan · Venkatesh Saligrama · Clay Scott
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2813
A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer
Zhangyang Gao · Daize Dong · Cheng Tan · Jun Xia · Bozhen Hu · Stan Z Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #205
Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
Riqiang Gao · Florin-Cristian Ghesu · Simon Arberet · Shahab Basiri · Esa Kuusela · Martin Kraus · Dorin Comaniciu · Ali Kamen
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1803
Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods
Wenzhi Gao · Chunlin Sun · Chenyu Xue · Yinyu Ye
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #312
LLark: A Multimodal Instruction-Following Language Model for Music
Joshua Gardner · Simon Durand · Daniel Stoller · Rachel Bittner
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #401
Reinforcement Learning within Tree Search for Fast Macro Placement
Zijie Geng · Jie Wang · Ziyan Liu · Siyuan Xu · Zhentao Tang · Mingxuan Yuan · Jianye Hao · Yongdong Zhang · Feng Wu
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2410
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models
Asma Ghandeharioun · ‪Avi Caciularu‬‏ · Adam Pearce · Lucas Dixon · Mor Geva
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #604
Self-Correcting Self-Consuming Loops for Generative Model Training
Nate Gillman · Michael Freeman · Daksh Aggarwal · Chia-Hong HSU · Calvin Luo · Yonglong Tian · Chen Sun
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #608
E$^2$GAN: Efficient Training of Efficient GANs for Image-to-Image Translation
Yifan Gong · Zheng Zhan · Qing Jin · Yanyu Li · Yerlan Idelbayev · Xian Liu · Andrey Zharkov · Kfir Aberman · Sergey Tulyakov · Yanzhi Wang · Jian Ren
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #816
Evaluation of LLMs on Syntax-Aware Code Fill-in-the-Middle Tasks
Linyuan Gong · Sida Wang · Mostafa Elhoushi · Alvin Cheung
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #412
Fine-grained Classes and How to Find Them
Matej Grcic · Artyom Gadetsky · Maria Brbic
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1604
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models
Sebastian Gregor Gruber · Florian Buettner
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1801
EDISON: Enhanced Dictionary-Induced Tensorized Incomplete Multi-View Clustering with Gaussian Error Rank Minimization
Zhibin Gu · Zhendong Li · Songhe Feng
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2303
Predictive Performance Comparison of Decision Policies Under Confounding
Luke Guerdan · Amanda Coston · Ken Holstein · Steven Wu
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2605
Collaborative Heterogeneous Causal Inference Beyond Meta-analysis
Tianyu Guo · Sai Praneeth Karimireddy · Michael Jordan
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1103
Riemannian coordinate descent algorithms on matrix manifolds
Andi Han · Pratik Kumar Jawanpuria · Bamdev Mishra
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #910
Prototypical Transformer As Unified Motion Learners
Cheng Han · Yawen Lu · Guohao Sun · James Liang · Zhiwen Cao · Qifan Wang · Qiang Guan · Sohail Dianat · Raghuveer Rao · Tong Geng · ZHIQIANG TAO · Dongfang Liu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #501
Data-efficient Large Vision Models through Sequential Autoregression
Zhiwei Hao · Jianyuan Guo · Chengcheng Wang · Yehui Tang · Han Wu · Han Hu · Kai Han · Chang Xu
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Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2716
DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
Zhongkai Hao · Chang Su · LIU SONGMING · Julius Berner · Chengyang Ying · Hang Su · Anima Anandkumar · Jian Song · Jun Zhu
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1001
Be Your Own Neighborhood: Detecting Adversarial Examples by the Neighborhood Relations Built on Self-Supervised Learning
Zhiyuan He · Yijun Yang · Pin-Yu Chen · Qiang Xu · Tsung-Yi Ho
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #512
Two Tales of Single-Phase Contrastive Hebbian Learning
Rasmus Kjær Høier · Christopher Zach
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1701
Criterion Collapse and Loss Distribution Control
Matthew J. Holland
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1903
Enhancing Sufficient Dimension Reduction via Hellinger Correlation
Seungbeom Hong · Ilmun Kim · Jun Song
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2505
Multi-Sender Persuasion: A Computational Perspective
Safwan Hossain · Tonghan Wang · Tao Lin · Yiling Chen · David Parkes · Haifeng Xu
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2704
SceneCraft: An LLM Agent for Synthesizing 3D Scenes as Blender Code
ziniu hu · Ahmet Iscen · Aashi Jain · Thomas Kipf · Yisong Yue · David Ross · Cordelia Schmid · Alireza Fathi
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #300
High-Performance Temporal Reversible Spiking Neural Networks with $\mathcal{O}(L)$ Training Memory and $\mathcal{O}(1)$ Inference Cost
JiaKui Hu · Man Yao · Xuerui Qiu · Yuhong Chou · Yuxuan Cai · Ning Qiao · Yonghong Tian · Bo XU · Guoqi Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2810
InstructSpeech: Following Speech Editing Instructions via Large Language Models
Rongjie Huang · Ruofan Hu · Yongqi Wang · Zehan Wang · xize cheng · Ziyue Jiang · Zhenhui Ye · Dongchao Yang · Luping Liu · Peng Gao · Zhou Zhao
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #111
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
Zhilin Huang · Ling Yang · Xiangxin Zhou · Chujun Qin · Yijie Yu · Xiawu Zheng · Zikun Zhou · Wentao Zhang · Yu Wang · Wenming Yang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1100
Faster Sampling via Stochastic Gradient Proximal Sampler
Xunpeng Huang · Difan Zou · Hanze Dong · Yian Ma · Tong Zhang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2608
Vanilla Bayesian Optimization Performs Great in High Dimensions
Carl Hvarfner · Erik Hellsten · Luigi Nardi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2409
Attribution-based Explanations that Provide Recourse Cannot be Robust
Hidde Fokkema · Rianne de Heide · Tim van Erven
[ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1213
ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages
Andrew Jesson · Christopher Lu · Gunshi Gupta · Nicolas Beltran-Velez · Angelos Filos · Jakob Foerster · Yarin Gal
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1212
ACE: Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
Tianying Ji · Yongyuan Liang · Yan Zeng · Yu Luo · Guowei Xu · Jiawei Guo · Ruijie Zheng · Furong Huang · Fuchun Sun · Huazhe Xu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #117
SuDA: Support-based Domain Adaptation for Sim2Real Hinge Joint Tracking with Flexible Sensors
Fang Jiawei · Haishan Song · Chengxu Zuo · xiaoxia gao · Xiaowei Chen · Guo Shihui · Yipeng Qin
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #603
Graph Generation with Diffusion Mixture
Jaehyeong Jo · Dongki Kim · Sung Ju Hwang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #903
Decoupling Feature Extraction and Classification Layers for Calibrated Neural Networks
Mikkel Jordahn · Pablo Olmos
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1409
Position: Benchmarking is Limited in Reinforcement Learning Research
Scott Jordan · Adam White · Bruno da Silva · Martha White · Philip Thomas
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1500
Challenges and Considerations in the Evaluation of Bayesian Causal Discovery
Amir Mohammad Karimi Mamaghan · Panagiotis Tigas · Karl Johansson · Yarin Gal · Yashas Annadani · Stefan Bauer
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2708
An Improved Finite-time Analysis of Temporal Difference Learning with Deep Neural Networks
Zhifa Ke · Zaiwen Wen · Junyu Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1006
Achieving Lossless Gradient Sparsification via Mapping to Alternative Space in Federated Learning
Do-Yeon Kim · Dong-Jun Han · Jun Seo · Jaekyun Moon
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #613
Estimating Barycenters of Distributions with Neural Optimal Transport
Alexander Kolesov · Petr Mokrov · Igor Udovichenko · Milena Gazdieva · Gudmund Pammer · Evgeny Burnaev · Alexander Korotin
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2205
A General Online Algorithm for Optimizing Complex Performance Metrics
Wojciech Kotlowski · Marek Wydmuch · Erik Schultheis · Rohit Babbar · Krzysztof Dembczynski
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1008
No Free Prune: Information-Theoretic Barriers to Pruning at Initialization
Tanishq Kumar · Kevin Luo · Mark Sellke
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #904
Collective Certified Robustness against Graph Injection Attacks
Yuni Lai · Bailin PAN · kaihuang CHEN · Yancheng Yuan · Kai Zhou
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1607
Towards Understanding Inductive Bias in Transformers: A View From Infinity
Itay Lavie · Guy Gur-Ari · Zohar Ringel
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1413
Robust Inverse Graphics via Probabilistic Inference
Tuan Anh Le · Pavel Sountsov · Matthew Hoffman · Ben Lee · Brian Patton · Rif Saurous
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #416
SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching
Yongmin Lee · Hye Won Chung
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1313
Pausing Policy Learning in Non-stationary Reinforcement Learning
Hyunin Lee · Ming Jin · Javad Lavaei · Somayeh Sojoudi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #715
Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective
Soo Yong Lee · Sunwoo Kim · Fanchen Bu · Jaemin Yoo · Jiliang Tang · Kijung Shin
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #109
Drug Discovery with Dynamic Goal-aware Fragments
Seul Lee · Seanie Lee · Kenji Kawaguchi · Sung Ju Hwang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1104
Supervised Matrix Factorization: Local Landscape Analysis and Applications
Joowon Lee · Hanbaek Lyu · Weixin Yao
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #813
Improving Instruction Following in Language Models through Proxy-Based Uncertainty Estimation
JoonHo Lee · Jae Oh Woo · Juree Seok · Parisa Hassanzadeh · Wooseok Jang · JuYoun Son · Sima Didari · Baruch Gutow · Heng Hao · Hankyu Moon · Wenjun Hu · Yeong-Dae Kwon · Taehee Lee · Seungjai Min
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2000
Eluder-based Regret for Stochastic Contextual MDPs
Orin Levy · Asaf Cassel · Alon Cohen · Yishay Mansour
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2306
Purifying Quantization-conditioned Backdoors via Layer-wise Activation Correction with Distribution Approximation
Boheng Li · Yishuo Cai · Jisong Cai · Yiming Li · Han Qiu · Run Wang · Tianwei Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2801
Completing Visual Objects via Bridging Generation and Segmentation
Xiang Li · Yinpeng Chen · Chung-Ching Lin · Hao Chen · Kai Hu · Rita Singh · Bhiksha Raj · Lijuan Wang · Zicheng Liu
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2110
A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective
Baohong Li · Haoxuan Li · Anpeng Wu · Minqin Zhu · shiyuan Peng · Qingyu Cao · Kun Kuang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1507
Preventing Model Collapse in Gaussian Process Latent Variable Models
Ying Li · Zhidi Lin · Feng Yin · Michael Minyi Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #901
Measuring Stochastic Data Complexity with Boltzmann Influence Functions
Nathan Ng · Roger Grosse · Marzyeh Ghassemi
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2609
Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once
Zhangheng Li · Shiwei Liu · Tianlong Chen · Ajay Jaiswal · Zhenyu Zhang · Dilin Wang · Raghuraman Krishnamoorthi · Shiyu Chang · Zhangyang “Atlas” Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1307
Combining Experimental and Historical Data for Policy Evaluation
Ting Li · Chengchun Shi · Qianglin Wen · Yang Sui · Yongli Qin · Chunbo Lai · Hongtu Zhu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #400
Predicting and Interpreting Energy Barriers of Metallic Glasses with Graph Neural Networks
Haoyu Li · Shichang Zhang · Longwen Tang · Mathieu Bauchy · Yizhou Sun
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2201
Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
Jian Liang · Sheng · Zhengbo Wang · Ran He · Tieniu Tan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #601
Non-confusing Generation of Customized Concepts in Diffusion Models
Wang Lin · Jingyuan CHEN · Jiaxin Shi · Yichen Zhu · Chen Liang · Junzhong Miao · Tao Jin · Zhou Zhao · Fei Wu · Shuicheng YAN · Hanwang Zhang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1403
HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network
Bor Jiun Lin · Chun-Yi Lee
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #916
Decoding-time Realignment of Language Models
Tianlin Liu · Shangmin Guo · Leonardo Martins Bianco · Daniele Calandriello · Quentin Berthet · Felipe Llinares-Lopez · Jessica Hoffmann · Lucas Dixon · Michal Valko · Mathieu Blondel
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2506
DIDI: Diffusion-Guided Diversity for Offline Behavioral Generation
Jinxin Liu · Xinghong Guo · Zifeng Zhuang · Donglin Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1017
Amortized Equation Discovery in Hybrid Dynamical Systems
Yongtuo Liu · Sara Magliacane · Miltiadis (Miltos) Kofinas · Efstratios Gavves
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #204
Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
che liu · Zhongwei Wan · Cheng Ouyang · Anand Shah · Wenjia Bai · Rossella Arcucci
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1105
Symmetric Matrix Completion with ReLU Sampling
Huikang Liu · Peng Wang · Longxiu Huang · Qing Qu · Laura Balzano
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1102
High-Probability Bound for Non-Smooth Non-Convex Stochastic Optimization with Heavy Tails
Langqi Liu · Yibo Wang · Lijun Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2300
Building Socially-Equitable Public Models
Yejia Liu · Jianyi Yang · Pengfei Li · Tongxin Li · Shaolei Ren
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1706
Non-Vacuous Generalization Bounds for Large Language Models
Sanae Lotfi · Marc Finzi · Yilun Kuang · Tim G. J. Rudner · Micah Goldblum · Andrew Wilson
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2504
Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution
Aaron Lou · Chenlin Meng · Stefano Ermon
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2312
How to Make the Gradients Small Privately: Improved Rates for Differentially Private Non-Convex Optimization
Andrew Lowy · Jonathan Ullman · Stephen Wright
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #106
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models
Zhihe Lu · Jiawang Bai · Xin Li · Zeyu Xiao · Xinchao Wang
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #316
CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series
Junxin Lu · Shiliang Sun
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1317
OMPO: A Unified Framework for RL under Policy and Dynamics Shifts
Yu Luo · Tianying Ji · Fuchun Sun · Jianwei Zhang · Huazhe Xu · Xianyuan Zhan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1400
OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning
Sheng Yue · Xingyuan Hua · Ju Ren · Sen Lin · Junshan Zhang · Yaoxue Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #212
RoboMP$^2$: A Robotic Multimodal Perception-Planning Framework with Multimodal Large Language Models
Qi Lv · Hao Li · Xiang Deng · Rui Shao · Michael Wang · Liqiang Nie
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1401
HarmonyDream: Task Harmonization Inside World Models
Haoyu Ma · Jialong Wu · Ningya Feng · Chenjun Xiao · Dong Li · Jianye Hao · Jianmin Wang · Mingsheng Long
[ Slides [ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2515
Faithfulness Measurable Masked Language Models
Andreas Madsen · Siva Reddy · Sarath Chandar
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2702
Auto-Regressive Next-Token Predictors are Universal Learners
Eran Malach
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1704
Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
Stefano Mannelli · Yaraslau Ivashynka · Andrew Saxe · Luca Saglietti
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #207
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators
Chenkai Mao · Robert Lupoiu · Tianxiang Dai · Mingkun Chen · Jonathan Fan
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2001
No-Regret Reinforcement Learning in Smooth MDPs
Davide Maran · Alberto Maria Metelli · Matteo Papini · Marcello Restelli
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1016
Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling
Ivan Marisca · Cesare Alippi · Filippo Maria Bianchi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1013
The Illusion of State in State-Space Models
William Merrill · Jackson Petty · Ashish Sabharwal
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #115
CLIPZyme: Reaction-Conditioned Virtual Screening of Enzymes
Peter Mikhael · Itamar Chinn · Regina Barzilay
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1702
Can Implicit Bias Imply Adversarial Robustness?
Hancheng Min · Rene Vidal
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2414
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
Yifei Ming · Sharon Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2106
OAK: Enriching Document Representations using Auxiliary Knowledge for Extreme Classification
Shikhar Mohan · Deepak Saini · Anshul Mittal · Sayak Ray Chowdhury · Bhawna Paliwal · Jian Jiao · Manish Gupta · Manik Varma
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1408
Truly No-Regret Learning in Constrained MDPs
Adrian Müller · Pragnya Alatur · Volkan Cevher · Giorgia Ramponi · Niao He
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1412
Density Ratio Estimation with Doubly Strong Robustness
Ryosuke Nagumo · Hironori Fujisawa
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2203
Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design
Quan Nguyen · Adji Bousso Dieng
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2314
Differentially private exact recovery for stochastic block models
Dung Nguyen · Anil Vullikanti
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1600
Latent Optimal Paths by Gumbel Propagation for Variational Bayesian Dynamic Programming
Xinlei Niu · Christian Walder · Jing Zhang · Charles Martin
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #304
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
Andreas Opedal · Alessandro Stolfo · Haruki Shirakami · Ying Jiao · Ryan Cotterell · Bernhard Schölkopf · Abulhair Saparov · Mrinmaya Sachan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1113
Differentiable Mapper for Topological Optimization of Data Representation
Ziyad Oulhaj · Mathieu Carrière · Bertrand Michel
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1108
MADA: Meta-Adaptive Optimizers Through Hyper-Gradient Descent
Kaan Ozkara · Can Karakus · Parameswaran Raman · Mingyi Hong · Shoham Sabach · Branislav Kveton · Volkan Cevher
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1602
Bayesian Program Learning by Decompiling Amortized Knowledge
Alessandro Palmarini · Christopher Lucas · Siddharth N
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2613
Auto-Encoding Morph-Tokens for Multimodal LLM
Kaihang Pan · Siliang Tang · Juncheng Li · Zhaoyu Fan · Wei Chow · Shuicheng YAN · Tat-Seng Chua · Yueting Zhuang · Hanwang Zhang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2602
Trainable Transformer in Transformer
Abhishek Panigrahi · Sadhika Malladi · Mengzhou Xia · Sanjeev Arora
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2800
Mean-field Chaos Diffusion Models
Sungwoo Park · Dongjun Kim · Ahmed Alaa
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1112
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers
Anselm Paulus · Georg Martius · Vit Musil
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2804
UPOCR: Towards Unified Pixel-Level OCR Interface
Dezhi Peng · Zhenhua Yang · Jiaxin Zhang · Chongyu Liu · Yongxin Shi · Kai Ding · Fengjun Guo · Lianwen Jin
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2217
The Relative Value of Prediction in Algorithmic Decision Making
Juan Perdomo
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #609
Interpreting and Improving Diffusion Models from an Optimization Perspective
Frank Permenter · Chenyang Yuan
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2102
Transport of Algebraic Structure to Latent Embeddings
Samuel Pfrommer · Brendon G. Anderson · Somayeh Sojoudi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #606
Cross-view Masked Diffusion Transformers for Person Image Synthesis
Trung Pham · Kang Zhang · Chang Yoo
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1405
Near-Optimal Reinforcement Learning with Self-Play under Adaptivity Constraints
Dan Qiao · Yu-Xiang Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #811
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes
Zhen Qin · Daoyuan Chen · Bingchen Qian · Bolin Ding · Yaliang Li · Shuiguang Deng
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #410
To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
Zi-Hao Qiu · Siqi Guo · Mao Xu · Tuo Zhao · Lijun Zhang · Tianbao Yang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #700
Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks
Rahul Ramesh · Ekdeep Singh Lubana · Mikail Khona · Robert Dick · Hidenori Tanaka
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #801
Position: Key Claims in LLM Research Have a Long Tail of Footnotes
Anna Rogers · Sasha Luccioni
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1908
Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency
Sudeep Salgia · Sattar Vakili · Qing Zhao
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1503
Parallel Affine Transformation Tuning of Markov Chain Monte Carlo
Philip Schär · Michael Habeck · Daniel Rudolf
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1417
Simultaneous identification of models and parameters of scientific simulators
Cornelius Schröder · Jakob Macke
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2216
Curated LLM: Synergy of LLMs and Data Curation for tabular augmentation in low-data regimes
Nabeel Seedat · Nicolas Huynh · Boris van Breugel · M van der Schaar
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2204
On Multi-Armed Bandit with Impatient Arms
Yuming Shao · Zhixuan Fang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2513
How Far Can Fairness Constraints Help Recover From Biased Data?
Mohit Sharma · Amit Jayant Deshpande
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2206
Reducing sequential change detection to sequential estimation
Shubhanshu Shekhar · Aaditya Ramdas
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #508
InterpreTabNet: Distilling Predictive Signals from Tabular Data by Salient Feature Interpretation
Jacob Si · Wendy Yusi Cheng · Michael Cooper · Rahul G. Krishnan
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #711
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
Weixi Song · Zuchao Li · Lefei Zhang · hai zhao · Bo Du
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1805
Online Learning in CMDPs: Handling Stochastic and Adversarial Constraints
Francesco Emanuele Stradi · Jacopo Germano · Gianmarco Genalti · Matteo Castiglioni · Alberto Marchesi · Nicola Gatti
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2406
Designing Decision Support Systems using Counterfactual Prediction Sets
Eleni Straitouri · Manuel Gomez-Rodriguez
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #710
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models
Xavi Suau · Pieter Delobelle · Katherine Metcalf · Armand Joulin · Nicholas Apostoloff · Luca Zappella · Pau Rodriguez
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1802
Regression Learning with Limited Observations of Multivariate Outcomes and Features
Yifan Sun · Grace Yi
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #917
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models
Haotian Sun · Yuchen Zhuang · Wei Wei · Chao Zhang · Bo Dai
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2706
Community-Invariant Graph Contrastive Learning
Shiyin Tan · Dongyuan Li · Renhe Jiang · Ying Zhang · Manabu Okumura
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1906
Learning Solution-Aware Transformers for Efficiently Solving Quadratic Assignment Problem
Zhentao Tan · Yadong Mu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #404
MathScale: Scaling Instruction Tuning for Mathematical Reasoning
Zhengyang Tang · Xingxing Zhang · Benyou Wang · Furu Wei
[ Slides [ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2714
Position: What makes an image realistic?
Lucas Theis
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1101
A New Branch-and-Bound Pruning Framework for $\ell_0$-Regularized Problems
Guyard Theo · Cédric Herzet · Clément Elvira · Ayse-Nur Arslan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1004
Beyond Individual Input for Deep Anomaly Detection on Tabular Data
Hugo Thimonier · Fabrice Popineau · Arpad Rimmel · Bich-Liên DOAN
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #302
Position: Enforced Amnesia as a Way to Mitigate the Potential Risk of Silent Suffering in the Conscious AI
Yegor Tkachenko
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2109
Inferring the Long-Term Causal Effects of Long-Term Treatments from Short-Term Experiments
Allen Tran · Aurelien Bibaut · Nathan Kallus
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1807
Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring
Taira Tsuchiya · Shinji Ito · Junya Honda
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #713
Coactive Learning for Large Language Models using Implicit User Feedback
Aaron D. Tucker · Kianté Brantley · Adam Cahall · Thorsten Joachims
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #409
How to Leverage Diverse Demonstrations in Offline Imitation Learning
Sheng Yue · Jiani Liu · Xingyuan Hua · Ju Ren · Sen Lin · Junshan Zhang · Yaoxue Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2316
Proactive DP: A Multiple Target Optimization Framework for DP-SGD
Marten van Dijk · Nhuong Nguyen · Toan N. Nguyen · Lam M. Nguyen · Phuong Ha Nguyen
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2503
Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD
Yijun Wan · Melih Barsbey · Abdellatif Zaidi · Umut Simsekli
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #107
Towards Unified Multi-granularity Text Detection with Interactive Attention
Xingyu Wan · Chengquan Zhang · Pengyuan Lyu · Sen Fan · Zihan Ni · Kun Yao · Errui Ding · Jingdong Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2412
Total Variation Floodgate for Variable Importance Inference in Classification
Wenshuo Wang · Lucas Janson · Lihua Lei · Aaditya Ramdas
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #509
Visual Transformer with Differentiable Channel Selection: An Information Bottleneck Inspired Approach
Yancheng Wang · Ping Li · Yingzhen Yang
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2710
Transforming and Combining Rewards for Aligning Large Language Models
Zihao Wang · Chirag Nagpal · Jonathan Berant · Jacob Eisenstein · Alexander D'Amour · Sanmi Koyejo · Victor Veitch
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #803
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining
Boxin Wang · Wei Ping · Lawrence McAfee · Peng Xu · Bo Li · Mohammad Shoeybi · Bryan Catanzaro
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1703
A Fine-grained Analysis of Fitted Q-evaluation: Beyond Parametric Models
Jiayi Wang · Zhengling Qi · Raymond K. W. Wong
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2202
Efficient Online Set-valued Classification with Bandit Feedback
Zhou Wang · Xingye Qiao
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #303
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
Lihao Wang · Zhaofei Yu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #506
Boximator: Generating Rich and Controllable Motions for Video Synthesis
Jiawei Wang · Yuchen Zhang · Jiaxin Zou · Yan Zeng · Guoqiang Wei · Liping Yuan · Hang Li
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2317
Position: AI/ML Influencers Have a Place in the Academic Process
Iain Xie Weissburg · Mehir Arora · Xinyi Wang · Liangming Pan · William Wang
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #415
Which Frequencies do CNNs Need? Emergent Bottleneck Structure in Feature Learning
Yuxiao Wen · Arthur Jacot
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2311
Ditto: Quantization-aware Secure Inference of Transformers upon MPC
Haoqi Wu · Wenjing Fang · Yancheng Zheng · Junming Ma · Jin Tan · Lei Wang
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #113
FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames
Ruidong Wu · Ruihan Guo · Rui Wang · Shitong Luo · Xu Yue · Jiahan Li · Jianzhu Ma · qiang liu · Yunan Luo · Jian Peng
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #108
PointMC: Multi-instance Point Cloud Registration based on Maximal Cliques
Yue Wu · Xidao hu · Yongzhe Yuan · Xiaolong Fan · Maoguo Gong · Hao Li · Mingyang Zhang · Qiguang Miao · Wenping Ma
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1804
Borda Regret Minimization for Generalized Linear Dueling Bandits
Yue Wu · Tao Jin · Qiwei Di · Hao Lou · Farzad Farnoud · Quanquan Gu
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2403
A Theory of Fault-Tolerant Learning
Changlong Wu · Yifan Wang · Ananth Grama
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2508
Detecting Any instruction-to-answer interaction relationship:Universal Instruction-to-Answer Navigator for Med-VQA
Zhongze Wu · Hongyan Xu · Yitian Long · Shan You · Xiu Su · Jun Long · Yueyi Luo · Chang Xu
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2007
Local Causal Structure Learning in the Presence of Latent Variables
Feng Xie · Zheng Li · Peng Wu · Yan Zeng · Chunchen LIU · zhi geng
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2211
Federated Neuro-Symbolic Learning
Pengwei Xing · Songtao Lu · Han Yu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #707
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
Haoran Xu · Amr Sharaf · Yunmo Chen · Weiting Tan · Lingfeng Shen · Benjamin Van Durme · Kenton Murray · Young Jin Kim
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2210
Adaptive Group Personalization for Federated Mutual Transfer Learning
Haoqing Xu · Dian Shen · Meng Wang · Beilun Wang
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #808
Random Masking Finds Winning Tickets for Parameter Efficient Fine-tuning
Jing Xu · Jingzhao Zhang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1106
Exponential Spectral Pursuit: An Effective Initialization Method for Sparse Phase Retrieval
Mengchu Xu · Zhang Yuxuan · Jian Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1202
Offline Multi-Objective Optimization
Ke Xue · Rong-Xi Tan · Xiaobin Huang · Chao Qian
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2304
FairProof : Confidential and Certifiable Fairness for Neural Networks
Chhavi Yadav · Amrita Roy Chowdhury · Dan Boneh · Kamalika Chaudhuri
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2308
Balancing Similarity and Complementarity for Federated Learning
Kunda Yan · Sen Cui · Abudukelimu Wuerkaixi · Jingfeng ZHANG · Bo Han · Gang Niu · Masashi Sugiyama · Changshui Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #216
Probabilistic Time Series Modeling with Decomposable Denoising Diffusion Model
Tijin Yan · Hengheng Gong · Yongping He · Yufeng Zhan · Yuanqing Xia
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1907
Handling Heterogeneous Curvatures in Bandit LQR Control
Yu-Hu Yan · Jing Wang · Peng Zhao
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1406
Sample-Efficient Multiagent Reinforcement Learning with Reset Replay
Yaodong Yang · Guangyong Chen · Jianye Hao · Pheng Ann Heng
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #310
UniAudio: Towards Universal Audio Generation with Large Language Models
Dongchao Yang · Jinchuan Tian · Xu Tan · Rongjie Huang · Songxiang Liu · Haohan Guo · Xuankai Chang · Jiatong Shi · sheng zhao · Jiang Bian · Zhou Zhao · Xixin Wu · Helen M Meng
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1700
Stability and Generalization of Stochastic Compositional Gradient Descent Algorithms
Ming Yang · Xiyuan Wei · Tianbao Yang · Yiming Ying
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2501
Junk DNA Hypothesis: Pruning Small Pre-Trained Weights $\textit{Irreversibly}$ and $\textit{Monotonically}$ Impairs ``Difficult" Downstream Tasks in LLMs
Lu Yin · Ajay Jaiswal · Shiwei Liu · Souvik Kundu · Zhangyang “Atlas” Wang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2006
Uncertainty Estimation by Density Aware Evidential Deep Learning
Taeseong Yoon · Heeyoung Kim
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1217
Learning Causal Dynamics Models in Object-Oriented Environments
Zhongwei Yu · Jingqing Ruan · Dengpeng Xing
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1308
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought
sili huang · Jifeng Hu · Hechang Chen · Lichao Sun · Bo Yang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2105
tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)
Junhua Zeng · Chao Li · Zhun Sun · Qibin Zhao · Guoxu Zhou
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #209
Self-Supervised Coarsening of Unstructured Grid with Automatic Differentiation
Sergei Shumilin · Alexander Ryabov · Nikolay Yavich · Evgeny Burnaev · Vladimir Vanovskiy
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2004
More Benefits of Being Distributional: Second-Order Bounds for Reinforcement Learning
Kaiwen Wang · Owen Oertell · Alekh Agarwal · Nathan Kallus · Wen Sun
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1203
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
Yihua Zhang · Pingzhi Li · Junyuan Hong · Jiaxiang Li · Yimeng Zhang · Wenqing Zheng · Pin-Yu Chen · Jason Lee · Wotao Yin · Mingyi Hong · Zhangyang “Atlas” Wang · Sijia Liu · Tianlong Chen
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2806
Understanding and Diagnosing Deep Reinforcement Learning
Ezgi Korkmaz
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #900
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training
Jiacheng Zhang · Feng Liu · Dawei Zhou · Jingfeng ZHANG · Tongliang Liu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2612
Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning
Qiankun Zhang · Aocheng Shen · Boyu Zhang · Hanrui Jiang · Bingqian Du
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2604
Switchable Decision: Dynamic Neural Generation Networks
Shujian Zhang · Korawat Tanwisuth · Chengyue Gong · Pengcheng He · Mingyuan Zhou
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #704
Interpreting and Improving Large Language Models in Arithmetic Calculation
Wei Zhang · Wan Chaoqun · Yonggang Zhang · Yiu Ming Cheung · Xinmei Tian · Xu Shen · Jieping Ye
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2402
Distributionally Robust Data Valuation
Xiaoqiang Lin · Xinyi Xu · Zhaoxuan Wu · See-Kiong Ng · Bryan Kian Hsiang Low
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #611
Confronting Reward Overoptimization for Diffusion Models: A Perspective of Inductive and Primacy Biases
Ziyi Zhang · Sen Zhang · Yibing Zhan · Yong Luo · Yonggang Wen · Dacheng Tao
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1015
Neural Jump-Diffusion Temporal Point Processes
Shuai Zhang · Chuan Zhou · Yang Liu · PENG ZHANG · Xixun Lin · Zhiming Ma
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2215
Position: Measure Dataset Diversity, Don't Just Claim It
Dora Zhao · Jerone Andrews · Orestis Papakyriakopoulos · Alice Xiang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #712
Long Is More for Alignment: A Simple but Tough-to-Beat Baseline for Instruction Fine-Tuning
Hao Zhao · Maksym Andriushchenko · Francesco Croce · Nicolas Flammarion
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2507
Is Inverse Reinforcement Learning Harder than Standard Reinforcement Learning? A Theoretical Perspective
Lei Zhao · Mengdi Wang · Yu Bai
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2713
Self-Infilling Code Generation
Lin Zheng · Jianbo Yuan · Zhi Zhang · Hongxia Yang · Lingpeng Kong
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2705
Provably Efficient Exploration in Quantum Reinforcement Learning with Logarithmic Worst-Case Regret
Han Zhong · Jiachen Hu · Yecheng Xue · Tongyang Li · Liwei Wang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1900
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
Tianchen Zhou · Hairi · Haibo Yang · Jia (Kevin) Liu · Tian Tong · Fan Yang · Michinari Momma · Yan Gao
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2711
Sequential Kernel Goodness-of-fit Testing
Zhengyu Zhou · Weiwei Liu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #614
GALA3D: Towards Text-to-3D Complex Scene Generation via Layout-guided Generative Gaussian Splatting
Xiaoyu Zhou · Xingjian Ran · Yajiao Xiong · Jinlin He · Zhiwei Lin · Yongtao Wang · Deqing Sun · Ming-Hsuan Yang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #105
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
Zhi Zhou · Ming Yang · Jiang-Xin Shi · Lan-Zhe Guo · Yu-Feng Li
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2611
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
Mingyuan Zhou · Huangjie Zheng · Zhendong Wang · Mingzhang Yin · Hai Huang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2117
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters
Yuhang Zhou · Zhao Zihua · Siyuan Du · Haolin li · Jiangchao Yao · Ya Zhang · Yanfeng Wang
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #114
Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints
Tian Zhu · Milong Ren · Haicang Zhang
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #515
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
Jie ZHANG · Xiaosong Ma · Song Guo · Peng Li · Wenchao Xu · Xueyang Tang · Zicong Hong
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2413
Understanding Inter-Concept Relationships in Concept-Based Models
Naveen Raman · Mateo Espinosa Zarlenga · Mateja Jamnik
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2107
Online Isolation Forest
Filippo Leveni · Guilherme Weigert Cassales · Bernhard Pfahringer · Albert Bifet · Giacomo Boracchi
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #202
Multimodal Prototyping for cancer survival prediction
Andrew Song · Richard Chen · Guillaume Jaume · Anurag Vaidya · Alexander Baras · Faisal Mahmood
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #215
Log Neural Controlled Differential Equations: The Lie Brackets Make A Difference
Benjamin Walker · Andrew McLeod · Tiexin QIN · Yichuan Cheng · Haoliang Li · Terry Lyons
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2610
Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
Long Qian · Juncheng Li · Yu Wu · Yaobo Ye · Hao Fei · Tat-Seng Chua · Yueting Zhuang · Siliang Tang
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #307
StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation
Weike Fang · Zhejian Zhou · Junzhou He · Weihang Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #908
From Neurons to Neutrons: A Case Study in Interpretability
Ouail Kitouni · Niklas Nolte · Víctor Samuel Pérez-Díaz · Sokratis Trifinopoulos · Mike Williams
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2614
Mathematical Framework for Online Social Media Auditing
Wasim Huleihel · Yehonathan Refael
[ Slides [ Poster [ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1011
Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning
Libin Zhu · Chaoyue Liu · Adityanarayanan Radhakrishnan · Misha Belkin
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #208
A Neural-Preconditioned Poisson Solver for Mixed Dirichlet and Neumann Boundary Conditions
Kai Weixian Lan · Elias Gueidon · Ayano Kaneda · Julian Panetta · Joseph Teran
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1415
Partially Stochastic Infinitely Deep Bayesian Neural Networks
Sergio Calvo Ordoñez · Matthieu Meunier · Francesco Piatti · Yuantao Shi
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2600
A General Framework for Sequential Decision-Making under Adaptivity Constraints
Nuoya Xiong · Zhaoran Wang · Zhuoran Yang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2811
RoboCodeX: Multimodal Code Generation for Robotic Behavior Synthesis
Yao Mu · Junting Chen · Qing-Long Zhang · Shoufa Chen · Qiaojun Yu · Chongjian GE · Runjian Chen · Zhixuan Liang · Mengkang Hu · Chaofan Tao · Peize Sun · Haibao Yu · Chao Yang · WENQI SHAO · Wenhai Wang · Jifeng Dai · Yu Qiao · Mingyu Ding · Ping Luo
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1210
Recurrent Early Exits for Federated Learning with Heterogeneous Clients
Royson Lee · Javier Fernandez-Marques · Xu Hu · Da Li · Stefanos Laskaridis · Łukasz Dudziak · Timothy Hospedales · Ferenc Huszár · Nicholas Lane
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #805
MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
Kaining Ying · Fanqing Meng · Jin Wang · Zhiqian Li · Han Lin · Yue Yang · Hao Zhang · Wenbo Zhang · Yuqi Lin · Shuo Liu · jiayi lei · Quanfeng Lu · Runjian Chen · Peng Xu · Renrui Zhang · Haozhe Zhang · Peng Gao · Yali Wang · Yu Qiao · Ping Luo · Kaipeng Zhang · WENQI SHAO
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1312
RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning
Yukinari Hisaki · Isao Ono
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #206
Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
Ze Cheng · Zhongkai Hao · Wang Xiaoqiang · Jianing Huang · Youjia Wu · Xudan Liu · Yiru Zhao · LIU SONGMING · Hang Su
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1215
Acquiring Diverse Skills using Curriculum Reinforcement Learning with Mixture of Experts
Onur Celik · Aleksandar Taranovic · Gerhard Neumann
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2807
Projecting Molecules into Synthesizable Chemical Spaces
Shitong Luo · Wenhao Gao · Zuofan Wu · Jian Peng · Connor Coley · Jianzhu Ma
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #802
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
Kuang-Huei Lee · Xinyun Chen · Hiroki Furuta · John Canny · Ian Fischer
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2005
Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget
Florian Dorner · Moritz Hardt
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #517
On a Neural Implementation of Brenier's Polar Factorization
Nina Vesseron · Marco Cuturi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #511
SparQ Attention: Bandwidth-Efficient LLM Inference
Luka Ribar · Ivan Chelombiev · Luke Hudlass-Galley · Charlie Blake · Carlo Luschi · Douglas Orr
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #211
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving
Sohei Arisaka · Qianxiao Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #112
Equivariant Diffusion for Crystal Structure Prediction
Peijia Lin · Pin Chen · Rui Jiao · Qing Mo · Jianhuan Cen · Wenbing Huang · Yang Liu · Dan Huang · Yutong Lu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2815
PEARL: Zero-shot Cross-task Preference Alignment and Robust Reward Learning for Robotic Manipulation
Runze Liu · Yali Du · Fengshuo Bai · Jiafei Lyu · Xiu Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1216
Rich-Observation Reinforcement Learning with Continuous Latent Dynamics
Yuda Song · Lili Wu · Dylan Foster · Akshay Krishnamurthy
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #516
Sparse Dimensionality Reduction Revisited
Mikael Møller Høgsgaard · Lior Kamma · Kasper Green Larsen · Jelani Nelson · Chris Schwiegelshohn
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #200
ContPhy: Continuum Physical Concept Learning and Reasoning from Videos
Zhicheng Zheng · Xin Yan · Zhenfang Chen · Jingzhou Wang · Qin Zhi Eddie Lim · Josh Tenenbaum · Chuang Gan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1310
Information-Directed Pessimism for Offline Reinforcement Learning
Alec Koppel · Sujay Bhatt · Jiacheng Guo · Joe Eappen · Mengdi Wang · Sumitra Ganesh
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #306
Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold
Tingting Dan · Ziquan Wei · Won Hwa Kim · Guorong Wu
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1608
Differentially Private Domain Adaptation with Theoretical Guarantees
Raef Bassily · Corinna Cortes · Anqi Mao · Mehryar Mohri
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2816
FreeBind: Free Lunch in Unified Multimodal Space via Knowledge Fusion
Zehan Wang · Ziang Zhang · xize cheng · Rongjie Huang · Luping Liu · Zhenhui Ye · Haifeng Huang · Yang Zhao · Tao Jin · Peng Gao · Zhou Zhao
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1306
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
Yun-Hsuan Lien · Ping-Chun Hsieh · Tzu-Mao Li · Yu-Shuen Wang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #714
Unsupervised Parameter-free Simplicial Representation Learning with Scattering Transforms
Hiren Madhu · Sravanthi Gurugubelli · Sundeep Prabhakar Chepuri
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #413
Efficient Precision and Recall Metrics for Assessing Generative Models using Hubness-aware Sampling
Yuanbang Liang · Jing Wu · Yu-Kun Lai · Yipeng Qin
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2405
An Empirical Study Into What Matters for Calibrating Vision-Language Models
Weijie Tu · Weijian Deng · Dylan Campbell · Stephen Gould · Tom Gedeon
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1316
Position: Automatic Environment Shaping is the Next Frontier in RL
Younghyo Park · Gabriel Margolis · Pulkit Agrawal
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1411
Learning to Scale Logits for Temperature-Conditional GFlowNets
Minsu Kim · Joohwan Ko · Taeyoung Yun · Dinghuai Zhang · Ling Pan · Woo Chang Kim · Jinkyoo Park · Emmanuel Bengio · Yoshua Bengio
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2701
Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design
Shuze Liu · Shangtong Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #814
Probabilistic Inference in Language Models via Twisted Sequential Monte Carlo
Stephen Zhao · Rob Brekelmans · Alireza Makhzani · Roger Grosse
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #301
Revealing Vision-Language Integration in the Brain with Multimodal Networks
Vighnesh Subramaniam · Colin Conwell · Christopher Wang · Gabriel Kreiman · Boris Katz · Ignacio Cases · Andrei Barbu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2601
PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
Jeongwhan Choi · Sumin Parksumin · Hyowon Wi · Sung-Bae Cho · Noseong Park
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #906
Towards Efficient Training and Evaluation of Robust Models against $l_0$ Bounded Adversarial Perturbations
Xuyang Zhong · Yixiao HUANG · Chen Liu
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1204
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
Tanmay Gautam · Youngsuk Park · Hao Zhou · Parameswaran Raman · Wooseok Ha
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2606
Collage: Light-Weight Low-Precision Strategy for LLM Training
Tao Yu · Gaurav Gupta · KARTHICK GOPALSWAMY · Amith Mamidala · Hao Zhou · Jeffrey Huynh · Youngsuk Park · Ron Diamant · Anoop Deoras · Luke Huan
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #313
SelfVC: Voice Conversion With Iterative Refinement using Self Transformations
Paarth Neekhara · Shehzeen Hussain · Rafael Valle · Boris Ginsburg · Rishabh Ranjan · Shlomo Dubnov · Farinaz Koushanfar · Julian McAuley
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #616
PhAST: Physics-Aware, Scalable, and Task-Specific GNNs for Accelerated Catalyst Design
Alexandre Duval · Victor Schmidt · Santiago Miret · Yoshua Bengio · Alex Hernandez-Garcia · David Rolnick
[ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2113
Causal Discovery with Fewer Conditional Independence Tests
Kirankumar Shiragur · Jiaqi Zhang · Caroline Uhler
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #314
Predicting Dose-Response Curves with Deep Neural Networks
Pedro A. Campana · Paul Prasse · Tobias Scheffer
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #907
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions
Jon Vadillo · Roberto Santana · Jose A Lozano
[ Poster [ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1014
Integrating Multimodal Data for Joint Generative Modeling of Complex Dynamics
Manuel Brenner · Florian Hess · Georgia Koppe · Daniel Durstewitz
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2607
Local Feature Selection without Label or Feature Leakage for Interpretable Machine Learning Predictions
Harrie Oosterhuis · Lijun Lyu · Avishek Anand
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #510
How Smooth Is Attention?
Valérie Castin · Pierre Ablin · Gabriel Peyré
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #702
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Zechun Liu · Changsheng Zhao · Forrest Iandola · Chen Lai · Yuandong Tian · Igor Fedorov · Yunyang Xiong · Ernie Chang · Yangyang Shi · Raghuraman Krishnamoorthi · Liangzhen Lai · Vikas Chandra
[ Slides [ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2514
Individual Fairness in Graph Decomposition
Kamesh Munagala · Govind S. Sankar
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2616
Spectral Phase Transition and Optimal PCA in Block-Structured Spiked Models
Pierre Mergny · Justin Ko · FLORENT KRZAKALA
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #912
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
Nicholas Crispino · Kyle Montgomery · Fankun Zeng · Dawn Song · Chenguang Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #403
Learning Linear Block Error Correction Codes
Yoni Choukroun · Lior Wolf
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1206
Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers
Ron Dorfman · Naseem Yehya · Kfir Levy
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1201
Promoting External and Internal Equities Under Ex-Ante/Ex-Post Metrics in Online Resource Allocation
Karthik Abinav Sankararaman · Aravind Srinivasan · Pan Xu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1205
Bayesian Optimization of Function Networks with Partial Evaluations
Poompol Buathong · Jiayue Wan · Raul Astudillo · Samuel Daulton · Maximilian Balandat · Peter Frazier
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #100
BLO-SAM: Bi-level Optimization Based Finetuning of the Segment Anything Model for Overfitting-Preventing Semantic Segmentation
Li Zhang · Youwei Liang · Ruiyi Zhang · Amirhosein Javadi · Pengtao Xie
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1116
Neural NeRF Compression
Tuan Pham · Stephan Mandt
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #804
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
Rohan Wadhawan · Hritik Bansal · Kai-Wei Chang · Nanyun Peng
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2603
Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference
Yujin Han · Difan Zou
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2805
Effective Federated Graph Matching
Yang Zhou · Zijie Zhang · Zeru Zhang · Lingjuan Lyu · Wei-Shinn Ku
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2212
Federated Continual Learning via Prompt-based Dual Knowledge Transfer
Hongming Piao · Yichen WU · Dapeng Wu · Ying WEI
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #213
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation
Junjie Zhang · Chenjia Bai · Haoran He · Zhigang Wang · Bin Zhao · Xiu Li · Xuelong Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2310
Privacy Profiles for Private Selection
Antti Koskela · Rachel Redberg · Yu-Xiang Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2509
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness
Xiaochuan Gong · Jie Hao · Mingrui Liu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1115
Differentiable Model Scaling using Differentiable Topk
Kai Liu · Ruohui Wang · Jianfei Gao · Kai Chen
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1504
Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic
Nicolas Alder · Ralf Herbrich
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2309
Differentially Private Decentralized Learning with Random Walks
Edwige Cyffers · Aurélien Bellet · Jalaj Upadhyay
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #308
ELF: Encoding Speaker-Specific Latent Speech Feature for Speech Synthesis
Jungil Kong · Junmo Lee · Jeongmin Kim · Beomjeong Kim · JIHOON PARK · Dohee Kong · Changheon Lee · Sangjin Kim
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #905
Attack-free Evaluating and Enhancing Adversarial Robustness on Categorical Data
Yujun Zhou · Yufei Han · Haomin Zhuang · Hongyan Bao · Xiangliang Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1301
Bridging Environments and Language with Rendering Functions and Vision-Language Models
Théo Cachet · Christopher Dance · Olivier Sigaud
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1010
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
Yatin Dandi · Emanuele Troiani · Luca Arnaboldi · Luca Pesce · Lenka Zdeborova · FLORENT KRZAKALA
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1007
Asymptotics of feature learning in two-layer networks after one gradient-step
Hugo Cui · Luca Pesce · Yatin Dandi · FLORENT KRZAKALA · Yue Lu · Lenka Zdeborova · Bruno Loureiro
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1200
Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks
Dongyoung Lim · Sotirios Sabanis
[ Poster [ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2615
Towards Realistic Model Selection for Semi-supervised Learning
Muyang Li · Xiaobo Xia · Runze Wu · Fengming Huang · Jun Yu · Bo Han · Tongliang Liu
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #504
DFlow: A Generative Model Combining Denoising AutoEncoder and Normalizing Flow for High Fidelity Waveform Generation
Chenfeng Miao · Qingying Zhu · Chen Minchuan · Wei Hu · Zijian Li · Shaojun Wang · Jing Xiao
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #913
Provably Robust DPO: Aligning Language Models with Noisy Feedback
Sayak Ray Chowdhury · Anush Kini · Nagarajan Natarajan
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2400
Beyond the Norms: Detecting Prediction Errors in Regression Models
Andres Altieri · Marco Romanelli · Georg Pichler · Florence Alberge · Pablo Piantanida
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2208
Learning Universal Predictors
Jordi Grau-Moya · Tim Genewein · Marcus Hutter · Laurent Orseau · Gregoire Deletang · Elliot Catt · Anian Ruoss · Li Kevin Wenliang · Christopher Mattern · Matthew Aitchison · Joel Veness
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #116
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
Jiaqi Zhai · Yunxing Liao · Xing Liu · Yueming Wang · Rui Li · Xuan Cao · Yazhi Gao · Zhaojie Gong · Fangda Gu · Michael He · Yinghai Lu · Yu Shi
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2411
Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models
Hengyi Wang · Shiwei Tan · Hao Wang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2407
Diversified Batch Selection for Training Acceleration
Feng Hong · Yueming LYU · Jiangchao Yao · Ya Zhang · Ivor Tsang · Yanfeng Wang
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1109
MALIBO: Meta-learning for Likelihood-free Bayesian Optimization
Jiarong Pan · Stefan Falkner · Felix Berkenkamp · Joaquin Vanschoren
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2517
Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
Jiachen Wang · Tianji Yang · James Zou · Yongchan Kwon · Ruoxi Jia
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #703
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
Federico Bianchi · Patrick John Chia · Mert Yuksekgonul · Jacopo Tagliabue · Dan Jurafsky · James Zou
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2700
An Explicit Frame Construction for Normalizing 3D Point Clouds
Justin Baker · Shih-Hsin Wang · Tommaso de Fernex · Bao Wang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1315
Distributional Bellman Operators over Mean Embeddings
Li Kevin Wenliang · Gregoire Deletang · Matthew Aitchison · Marcus Hutter · Anian Ruoss · Arthur Gretton · Mark Rowland
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #701
WAVES: Benchmarking the Robustness of Image Watermarks
Bang An · Mucong Ding · Tahseen Rabbani · Aakriti Agrawal · Yuancheng Xu · Chenghao Deng · Sicheng Zhu · Abdirisak Mohamed · Yuxin Wen · Tom Goldstein · Furong Huang
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2415
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
Weixin Liang · Zachary Izzo · Yaohui Zhang · Haley Lepp · Hancheng Cao · Xuandong Zhao · Lingjiao Chen · Haotian Ye · Sheng Liu · Zhi Huang · Daniel McFarland · James Zou
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #315
Cell2Sentence: Teaching Large Language Models the Language of Biology
Daniel Levine · Syed Rizvi · Sacha Lévy · Nazreen Pallikkavaliyaveetil MohammedSheriff · David Zhang · Xingyu Chen · SINA GHADERMARZI · Ruiming Wu · Zihe Zheng · Ivan Vrkic · Anna Zhong · Daphne Raskin · Insu Han · Antonio Henrique de Oliveira Fonseca · Josue Ortega Caro · Amin Karbasi · Rahul Dhodapkar · David van Dijk
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2416
Learning Decision Trees and Forests with Algorithmic Recourse
Kentaro Kanamori · Takuya Takagi · Ken Kobayashi · Yuichi Ike
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2709
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Zeqian Ju · Yuancheng Wang · Kai Shen · Xu Tan · Detai Xin · Dongchao Yang · Eric Liu · Yichong Leng · Kaitao Song · Siliang Tang · Zhizheng Wu · Tao Qin · Xiangyang Li · Wei Ye · Shikun Zhang · Jiang Bian · Lei He · Jinyu Li · sheng zhao
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1416
Listening to the noise: Blind Denoising with Gibbs Diffusion
David Heurtel-Depeiges · Charles Margossian · Ruben Ohana · Bruno Régaldo-Saint Blancard
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #717
GATE: How to Keep Out Intrusive Neighbors
Nimrah Mustafa · Rebekka Burkholz
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2301
What Would Gauss Say About Representations? Probing Pretrained Image Models using Synthetic Gaussian Benchmarks
Ching-Yun (Irene) Ko · Pin-Yu Chen · Payel Das · Jeet Mohapatra · Luca Daniel
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #915
Better & Faster Large Language Models via Multi-token Prediction
Fabian Gloeckle · Badr Youbi Idrissi · Baptiste Roziere · David Lopez-Paz · Gabriel Synnaeve
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1901
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity
Marta Catalano · Hugo Lavenant
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2313
Differentially Private Representation Learning via Image Captioning
Tom Sander · Yaodong Yu · Maziar Sanjabi · Alain Oliviero Durmus · Yi Ma · Kamalika Chaudhuri · Chuan Guo
[ Slides
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2213
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts
Shengzhuang Chen · Jihoon Tack · Yunqiao Yang · Yee-Whye Teh · Jonathan Richard Schwarz · Ying WEI
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1311
PlanDQ: Hierarchical Plan Orchestration via D-Conductor and Q-Performer
Chang Chen · Junyeob Baek · Fei Deng · Kenji Kawaguchi · Caglar Gulcehre · Sungjin Ahn
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2214
Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
Jun-Peng Jiang · Han-Jia Ye · Leye Wang · Yang Yang · Yuan Jiang · De-Chuan Zhan
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2100
Dynamic Facility Location in High Dimensional Euclidean Spaces
Sayan Bhattacharya · Gramoz Goranci · Shaofeng Jiang · Yi Qian · Yubo Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2817
Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs
Shenzhi Yang · Bin Liang · An Liu · Lin Gui · Xingkai Yao · Xiaofang Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #103
Gradient-based Visual Explanation for Transformer-based CLIP
Chenyang ZHAO · Kun Wang · Xingyu Zeng · Rui Zhao · Antoni Chan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #817
Conditional Language Learning with Context
Xiao Zhang · Miao Li · Ji Wu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1300
Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations
Stefan Sylvius Wagner Martinez · Stefan Harmeling
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1214
Risk Aware Benchmarking of Large Language Models
Apoorva Nitsure · Youssef Mroueh · Mattia Rigotti · Kristjan Greenewald · Brian Belgodere · Mikhail Yurochkin · Jiri Navratil · Igor Melnyk · Jarret Ross
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #815
SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
Jiwon Song · Kyungseok Oh · Taesu Kim · Hyungjun Kim · Yulhwa Kim · jae-joon kim
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2305
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
Bhrij Patel · Wesley A. Suttle · Alec Koppel · Vaneet Aggarwal · Brian Sadler · Dinesh Manocha · Amrit Singh Bedi
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #502
Don't be so Negative! Score-based Generative Modeling with Oracle-assisted Guidance
Saeid Naderiparizi · Xiaoxuan Liang · Setareh Cohan · Berend Zwartsenberg · Frank Wood
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1211
Quantum Theory and Application of Contextual Optimal Transport
Nicola Mariella · Albert Akhriev · Francesco Tacchino · Christa Zoufal · Juan Gonzalez-Espitia · Benedek Harsanyi · Eugene Koskin · Ivano Tavernelli · Stefan Woerner · Marianna Rapsomaniki · Sergiy Zhuk · Jannis Born
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #505
HyperFields: Towards Zero-Shot Generation of NeRFs from Text
Sudarshan Babu · Richard Liu · Zi Yu Zhou · Michael Maire · Greg Shakhnarovich · Rana Hanocka
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1505
Amortized Variational Deep Kernel Learning
Alan Matias · César Lincoln Mattos · Joao Paulo Gomes · Diego Mesquita
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #610
Disentanglement Learning via Topology
Nikita Balabin · Daria Voronkova · Ilya Trofimov · Evgeny Burnaev · Serguei Barannikov
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #806
Stay on Topic with Classifier-Free Guidance
Guillaume Sanchez · Alexander Spangher · Honglu Fan · Elad Levi · Stella Biderman
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2916
MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation
Bowen Tao · Xin-Chun Li · De-Chuan Zhan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2003
Near-Optimal Regret in Linear MDPs with Aggregate Bandit Feedback
Asaf Cassel · Haipeng Luo · Aviv Rosenberg · Dmitry Sotnikov
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2802
Can Looped Transformers Learn to Implement Multi-step Gradient Descent for In-context Learning?
Khashayar Gatmiry · Nikunj Saunshi · Sashank J. Reddi · Stefanie Jegelka · Sanjiv Kumar
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1305
Breadth-First Exploration on Adaptive Grid for Reinforcement Learning
Youngsik Yoon · Gangbok Lee · Sungsoo Ahn · Jungseul Ok
[ Slides [ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1309
Target Networks and Over-parameterization Stabilize Off-policy Bootstrapping with Function Approximation
Fengdi Che · Chenjun Xiao · Jincheng Mei · Bo Dai · Ramki Gummadi · Oscar Ramirez · Christopher Harris · Rupam Mahmood · Dale Schuurmans
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2500
The Emergence of Reproducibility and Consistency in Diffusion Models
Huijie Zhang · Jinfan Zhou · Yifu Lu · Minzhe Guo · Peng Wang · Liyue Shen · Qing Qu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #507
CHAI: Clustered Head Attention for Efficient LLM Inference
Saurabh Agarwal · Bilge Acun · Basil Hosmer · Mostafa Elhoushi · Yejin Lee · Shivaram Venkataraman · Dimitris Papailiopoulos · Carole-Jean Wu
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #503
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis
Patrick Esser · Sumith Kulal · Andreas Blattmann · Rahim Entezari · Jonas Müller · Harry Saini · Yam Levi · Dominik Lorenz · Axel Sauer · Frederic Boesel · Dustin Podell · Tim Dockhorn · Zion English · Robin Rombach
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1605
Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration
Xiong-Hui Chen · Junyin Ye · Hang Zhao · Yi-Chen Li · Xu-Hui Liu · Haoran Shi · Yu-Yan Xu · Zhihao Ye · Si-Hang Yang · Yang Yu · Anqi Huang · Kai Xu · Zongzhang Zhang
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2803
SILVER: Single-loop variance reduction and application to federated learning
Kazusato Oko · Shunta Akiyama · Denny Wu · Tomoya Murata · Taiji Suzuki
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #607
SMaRt: Improving GANs with Score Matching Regularity
Mengfei Xia · Yujun Shen · Ceyuan Yang · Ran Yi · Wenping Wang · Yong-Jin Liu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2111
Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference
Md Musfiqur Rahman · Murat Kocaoglu
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #407
What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation
Aaditya Singh · Ted Moskovitz · Feilx Hill · Stephanie Chan · Andrew Saxe
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #104
EvTexture: Event-driven Texture Enhancement for Video Super-Resolution
Dachun Kai · Jiayao Lu · Yueyi Zhang · Xiaoyan Sun
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2712
Controlled Decoding from Language Models
Sidharth Mudgal · Jong Lee · Harish Ganapathy · YaGuang Li · Tao Wang · Yanping Huang · Zhifeng Chen · Heng-Tze Cheng · Michael Collins · Trevor Strohman · Jilin Chen · Alex Beutel · Ahmad Beirami
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2116
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
Can Yaras · Peng Wang · Laura Balzano · Qing Qu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2617
Language Models as Science Tutors
Alexis Chevalier · Jiayi Geng · Alexander Wettig · Howard Chen · Sebastian Mizera · Toni Annala · Max Aragon · Arturo Fanlo · Simon Frieder · Simon Machado · Akshara P · Ellie Thieu · Jiachen Wang · Zirui Wang · Xindi Wu · Mengzhou Xia · Wenhan Xia · Jiatong Yu · Junjie Zhu · Zhiyong Ren · Sanjeev Arora · Danqi Chen
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1407
SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
Xingrun Xing · Zheng Zhang · Ziyi Ni · Shitao Xiao · Yiming Ju · Siqi Fan · Yequan Wang · Jiajun Zhang · Guoqi Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1209
Integrated Hardware Architecture and Device Placement Search
Irene Wang · Jakub Tarnawski · Amar Phanishayee · Divya Mahajan
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #612
What’s the score? Automated Denoising Score Matching for Nonlinear Diffusions
raghav singhal · Mark Goldstein · Rajesh Ranganath
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2101
Stochastic Interpolants with Data-Dependent Couplings
Michael Albergo · Mark Goldstein · Nicholas Boffi · Rajesh Ranganath · Eric Vanden-Eijnden
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2002
Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
Shuyu Cheng · Yibo Miao · Yinpeng Dong · Xiao Yang · Xiao-Shan Gao · Jun Zhu
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1208
FADAS: Towards Federated Adaptive Asynchronous Optimization
Yujia Wang · Shiqiang Wang · Songtao Lu · Jinghui Chen
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #408
Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks?
Lorenz K. Muller
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #708
In-Context Language Learning: Architectures and Algorithms
Ekin Akyürek · Bailin Wang · Yoon Kim · Jacob Andreas
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2917
ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations
Kailas Vodrahalli · James Zou
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #800
Re-Dock: Towards Flexible and Realistic Molecular Docking with Diffusion Bridge
Yufei Huang · Odin Zhang · Lirong Wu · Cheng Tan · Haitao Lin · Zhangyang Gao · Siyuan Li · Stan Z Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #902
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning
Lirong Wu · Yijun Tian · Haitao Lin · Yufei Huang · Siyuan Li · Nitesh Chawla · Stan Z Li
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1110
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
Bingheng Li · Linxin Yang · Yupeng Chen · Senmiao Wang · Haitao Mao · Qian Chen · Yao Ma · Akang Wang · Tian Ding · Jiliang Tang · Ruoyu Sun
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1117
One Meta-tuned Transformer is What You Need for Few-shot Learning
Xu Yang · Huaxiu Yao · Ying WEI
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2115
Longitudinal Targeted Minimum Loss-based Estimation with Temporal-Difference Heterogeneous Transformer
Toru Shirakawa · Yi Li · Yulun Wu · Sky Qiu · Yuxuan Li · Mingduo Zhao · Hiroyasu Iso · Mark van der Laan
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1207
Accelerating Federated Learning with Quick Distributed Mean Estimation
Ran Ben Basat · Shay Vargaftik · Amit Portnoy · Gil Einziger · Yaniv Ben Itzhak · Michael Mitzenmacher
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1904
From Classification Accuracy to Proper Scoring Rules: Elicitability of Probabilistic Top List Predictions
Johannes Resin
[ Poster [ JMLR
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #201
Learning to Infer Generative Template Programs for Visual Concepts
R. Kenny Jones · Siddhartha Chaudhuri · Daniel Ritchie
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #500
D-Flow: Differentiating through Flows for Controlled Generation
Heli Ben-Hamu · Omri Puny · Itai Gat · Brian Karrer · Uriel Singer · Yaron Lipman
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #405
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
Xudong Li · Timin Gao · Runze Hu · Yan Zhang · Shengchuan Zhang · Xiawu Zheng · Jingyuan Zheng · Yunhang Shen · Ke Li · Yutao Liu · Pingyang Dai · Rongrong Ji
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #909
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
Seungyeon Kim · Ankit Singh Rawat · Manzil Zaheer · Wittawat Jitkrittum · Veeranjaneyulu Sadhanala · Sadeep Jayasumana · Aditya Menon · Rob Fergus · Sanjiv Kumar
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2209
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization
Songhua Liu · Xin Jin · Xingyi Yang · Jingwen Ye · Xinchao Wang
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #617
On the Role of Edge Dependency in Graph Generative Models
Sudhanshu Chanpuriya · Cameron Musco · Konstantinos Sotiropoulos · Charalampos Tsourakakis
[ Slides [ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1404
Efficient Adaptation in Mixed-Motive Environments via Hierarchical Opponent Modeling and Planning
Yizhe Huang · Anji Liu · Fanqi Kong · Yaodong Yang · Song-Chun Zhu · Xue Feng
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #2511
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws
Nikhil Sardana · Jacob Portes · Alexandre (Sasha) Doubov · Jonathan Frankle
[ Poster
Spotlight Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #514
Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
Haocheng Xi · Yuxiang Chen · Kang Zhao · KAI JUN TEH · Jianfei Chen · Jun Zhu
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #1508
Physics and Lie symmetry informed Gaussian processes
David Dalton · Dirk Husmeier · Hao Gao
[ Poster
Poster
Wed Jul 24 02:30 AM -- 04:00 AM (PDT) @ Hall C 4-9 #807
Tandem Transformers for Inference Efficient LLMs
Aishwarya P S · Pranav Nair · Yashas Samaga · Toby Boyd · Sanjiv Kumar · Prateek Jain · Praneeth Kumar Netrapalli
[ Slides [ Poster