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Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Autoregression with Self-Token Prediction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mesh Based Simulations with Spatial and Temporal awareness
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HVR-Met: A Hypothesis-Verification-Replaning Agentic System for Extreme Weather Diagnosis
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LoPhyDA: Low-Rank Tensor and Physics Gradient Guided Diffusion for Atmospheric Data Assimilation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Physics-Informed Residual Flows
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
G-RANS: Generalizable Residual-Aware Neural Solvers for Sparse Systems
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
WIND: Weather Inverse Diffusion for Zero-Shot Atmospheric Modeling
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Hyperbolic Neural Operator
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
GenDA: Generative Data Assimilation on Complex Urban Areas via Classifier-Free Diffusion Guidance
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning
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Slides]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CatFlow: Co-generation of Slab-Adsorbate Systems via Flow Matching
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Transforming Weather Data from Pixel to Latent Space
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Physics Transformer with Fused Global-Local Attention for Subsurface Energy Systems
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Global Plane Waves From Local Gaussians: Periodic Charge Densities in a Blink
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning to Refine: Spectral-Decoupled Iterative Refinement Framework for Precipitation Nowcasting
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethink the Role of Neural Decoders in Quantum Error Correction
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Regional Downscaling
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Benchmarking Physics-Informed Time-Series Models for Operational Global Station Weather Forecasting
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Do Neural Operators Forget Geometry? The Forgetting Hypothesis in Deep Operator Learning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multimodal Crystal Flow: Any-to-Any Modality Generation for Unified Crystal Modeling
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Order Matters in Retrosynthesis: Structure-aware Generation via Reaction-Center-Guided Discrete Flow Matching
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient Training of Boltzmann Generators Using Off-Policy Log-Dispersion Regularization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph Rewiring based on Flow Alignment for Improving Fluid Simulation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Q-CLIP: Unleashing the Power of Vision-Language Models for Video Quality Assessment through Unified Cross-Modal Adaptation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Interactive Person Retrieval via Multi-Turn Multimodal Conversation
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Video-BCI: Bayesian Cognitive Integration of Self-Prior Hypotheses for Video Understanding
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Context-Conditioned Predicate Semantics via Prototype Feedback
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CAST: Modeling Visual State Transitions for Consistent Video Retrieval
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Supervised Classification Heads as Semantic Prototypes: Unlocking Vision-Language Alignment via Weight Recycling
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision–Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Universal Aesthetic Alignment Narrows Artistic Expression
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Slides]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VlogReward: Learning Multi-Dimensional Evaluation for Vlog Editing
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Slides]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DocOS: A Benchmark for Proactive Document-Guided Actions in GUI Agents
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MME-Reasoning: A Broad-Spectrum Benchmark for Evaluating Logical Reasoning in MLLMs
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Find, Fix, Reason: Context Repair for Video Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Code2Video: A Code-centric Paradigm for Educational Video Creation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Memory as Dynamics: Learning Reliability-Guided Predictive Models for Online Video Perception
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
World-Model Inspired Emotion-aware Token Refinement for Training-Free Multimodal Emotion Recognition
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SkelHCC: A Hyperbolic CLIP-Driven Cache Adaptation Framework for Skeleton-based One-Shot Action Recognition
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MM-Snowball: Evaluating and Mitigating Hallucination Snowballing in Multimodal Multi-turn Dialogue
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Taming I2V models for Image HOI Editing: A Cognitive Benchmark and Agentic Self-Correcting Framework
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AlignVid: Taming Visual Dominance via Training-Free Attention Modulation in Text-guided Image-to-Video Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Motion Dynamics Learning for Few-Shot Embodied Adaptation
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MM-DeepResearch: A Simple and Effective Multimodal Agentic Search Baseline
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving Video Sparse Attention with Fine-grained Router and Sparse Rebasing
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Hyperbolic Hierarchical Alignment for Video-Based Visible-Infrared Person Re-Identification
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Keep It in Mind: User Centric Continual Spatial Intelligence Reasoning in Egocentric Video Streams
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Comp-Attn: Present-and-Align Attention for Compositional Video Genneration
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Zero-Shot Text-to-Motion Evaluation using Video Language Models
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dual-Latent Memory Routing for Vision-Language Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Immuno-VLM: Immunizing Large Vision-Language Models via Generative Semantic Antibodies for Open-World Trustworthiness
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Zero-shot Active Mapping via Fused 360-BEV Representations and Vision–Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PVDepth: Panoramic Video Depth Estimation via Geometry-Aware Spatiotemporal Adaptation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Deformba: Vision State Space Model with Adaptive State Fusion
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Correspondence to Actions: Human-Like Multi-Image Spatial Reasoning in Multi-modal Large Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ManiSoft: Towards Vision-Language Manipulation for Soft Robotics
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3DGS-HPC: Distractor-free 3D Gaussian Splatting with Hybrid Patch-wise Classification
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
StructMamPose: From Sequential Perception to Structural Reasoning for 3D Human Pose Estimation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OvisOCR: End-to-End Document Parsing via Aligning Specialized Perception with General Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Interpretability Transfer from Language to Vision via Sparse Autoencoders
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethinking Serialization in Linear 3D Vision: Decoupling Anisotropic Geometry from Isotropic Semantics
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LaRI: Layered Ray Intersections for Single-view 3D Geometric Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3ViewSense: Spatial and Mental Perspective Reasoning from Orthographic Views in Vision-Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CoGeoAD: Hierarchical Color-Geometric Fusion with Multi-View Attention for Zero-Shot 3D Anomaly Detection
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Distilling Neuro-Symbolic Programs into 3D Multi-modal LLMs
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Global Representation from Queries for Vectorized HD Map Construction
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Code2Worlds: Empowering Coding LLMs for 4D World Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Realistic Depth via Physics-Grounded Noise Disentanglement with Semantic-Geometric Collaboration
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Path-Decoupled Hyperbolic Flow Matching for Few-Shot Adaptation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
STABLE: Simulation-Ready Tabletop Layout Generation via a Semantics–Physics Dual System
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ReVSI: Rebuilding Visual Spatial Intelligence Evaluation for Accurate Assessment of VLM 3D Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
S2GS: Streaming Semantic Gaussian Splatting for Online Scene Understanding and Reconstruction
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Slides]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Human-Centric Vision Requires Topological Generalization Beyond Fixed Skeletal Topologies
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Unidirectional Bias: Reciprocal Perspective Calibration in Scene Graph Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Decoupling Skeleton and Flesh: Efficient Multimodal Table Reasoning with Disentangled Alignment and Structure-aware Guidance
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Spike Camera Autofocus via Frequency-Domain Spectral-Centroid Migration
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VideoSeeker: Native Interleaved Clue Seeking for Long Video Multi-Hop Reasoning
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
IsoCompute Playbook: Optimally Scaling Sampling Compute for LLM RL
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning 3D-Gaussian Simulators from RGB Videos
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Probing Newtonian Mechanics in Video Generative Models with Real Physical Systems
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LynX: Token Interface Alignment for Video+X LLMs
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TGV-KV: Text-Grounded KV Eviction for Vision-Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MentisOculi: Revealing the Limits of Reasoning with Mental Imagery
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unified Multimodal Autoregressive Modeling with Shared Context—Visual Tokenizer is Key to Unification
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unveiling the Visual Counting Bottleneck in Vision-Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fair-FedMOE: Group-Fair One-Shot Federated Learning via Prototype-Guided Experts for Medical Imaging Analysis
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Residual-Update Steering for Low-Overhead Hallucination Mitigation in Large Vision-Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Focusing Where Vision Matters: Selective Training for Large Vision Language Models via Visual Information Gain
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A robust PPG foundation model using multimodal physiological supervision
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
UHR-BAT: Budget-Aware Token Compression Vision-Language model for Ultra-High-Resolution Remote Sensing
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SpatioLM: Towards General Physical Spatial Intelligence in Vision-Language Models
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Finding the Correct Visual Evidence Without Forgetting: Mitigating Hallucination in LVLMs via Inter-Layer Visual Attention Discrepancy
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
WorldMirror: Universal 3D World Reconstruction with Any-Prior Prompting
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
KAST-BAR: Knowledge-Anchored Semantically-Dynamic Topology Brain Autoregressive Modeling for Universal Neural Interpretation
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VisualScore: Learning Holistic Visual Quality Scores via Multi-Task Reasoning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TVI-CoT: Text-Visual Interleaved Chain-of-Thought Reasoning for Multimodal Understanding
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Holi-Spatial: Evolving Video Streams into Holistic 3D Spatial Intelligence
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
mSOP-765k: A Benchmark For Multi-Modal Structured Output Predictions
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Poster]
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URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multimodal Latent Language Modeling with Next-Token Diffusion
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Slides]
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Poster]
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OpenReview]
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Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Latent Color Subspace: Emergent Order in High-Dimensional Chaos
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SJD-SV: Speculative Jacobi Decoding with Semantics Verification for Autoregressive Image Generation
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bi-Anchor Interpolation Solver for Accelerating Generative Modeling
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PISCES: Annotation-free Text-to-Video Post-Training via Optimal Transport-Aligned Rewards
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Vector Quantization using Gaussian Variational Autoencoder
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Pose-ICL: 3D-Aware In-Context Learning for Pose-Controllable Subject Customization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Infinite-World: Scaling Interactive World Models to 1000-Frame Horizons via Pose-Free Hierarchical Memory
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Primal-Spectral Generative Modeling: Fast Analytical Generation via Pseudoinverse Lévy Inversion
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PolyFlow: Safe and Efficient Polytope-Constrained Flow Matching with Constraint Embedding and Projection-free Update
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unpaired Visual Editing with Self-Consistent Flow Matching
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FunPhase: A Periodic Functional Autoencoder for Motion Generation via Phase Manifolds
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Principled RL for Flow Matching Emerges From the Chunk-level Policy Optimization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Calibrating Generative Models to Distributional Constraints
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PromptRL: Prompt Matters in RL for Flow-Based Image Generation
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
XSpecMesh: Quality-Preserving Auto-Regressive Mesh Generation Acceleration via Multi-Head Speculative Decoding
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Personalized Image Generation via Human-in-the-loop Bayesian Optimization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Semantic-Aware Motion Encoding for Topology-Agnostic Character Animation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Manifold Data with Flow Matching
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Flex-Forcing: Towards a Unified Autoregressive and Bidirectional Video Diffusion Model
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RevealLayer: Disentangling Hidden and Visible Layers via Occlusion-Aware Image Decomposition
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Responsible Text-to-Image Diffusion: Interpretable and Linearly Controllable Semantics for Fair and Safe Generation
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Poster]
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
3D MeanFlow: One-Step Point Cloud Completion and Generation via Average-Velocity Transport
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HIVE-3D: Hierarchical Voxel Enhancement for High-Quality 3D Scene Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Restoring Initial Noise Sensitivity in Text-to-Image Distillation through Geometric Alignment
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Discrete Diffusion on Graphs via Free-Energy Gradient Flows
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Manifold-Optimal Guidance: A Unified Riemannian Control View of Diffusion Guidance
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Planar Symmetric Pattern Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On the Collapse of Generative Paths: A Criterion and Correction for Diffusion Steering
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Nonparametric Data Attribution for Diffusion Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SDiD:Shared diffusion prior for efficient distributed stereo image compression
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Pixel Context Windows: Neural World Simulators with Persistent 3D State
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Do Diffusion Models learn to Generate Multiple Objects?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Training-Free Adaptation of Diffusion Models via Doob's $h$-Transform
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mitigating Noise-Induced Layout Priors for Object Counting in Diffusion Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Exploring Data-Free LoRA Transferability for Video Diffusion Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Variational Bayesian Flow Network for Graph Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph Alignment for Benchmarking Graph Neural Networks and Learning Positional Encodings
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
S$^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Graphop Analysis of Graph Neural Networks on Sparse Graphs: Generalization and Universal Approximation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Subspace-Aware Feature Reshaping for Open-Set Graph Class-Incremental Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Smoothness Errors in Dynamics Models and How to Avoid Them
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
BOCLOAK: Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MV-FGAD: Towards Efficient and Effective Federated Graph Anomaly Detection via Multi-view Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Node Feature Selection for Graph Neural Networks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Full-Spectrum Graph Neural Network: Expressive and Scalable
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DREAM: Dual-Standard Semantic Homogeneity with Dynamic Optimization for Graph Learning with Label Noise
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
GraphFLEx: Unsupervised Structure Learning $\underline{\text{F}}$ramework for $\underline{\text{L}}$arge $\underline{\text{Ex}}$panding $\underline{\text{Graph}}$s
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Memory Retention in Dynamic Graphs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Discriminative Mixture-of-Experts on Graphs with Reliable Expert Fusion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Error-Driven Graph Augmentation for Mesh-Based PDE Surrogates
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph Neural Networks Are Not Continuous Across Graph Resolutions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Moments to Models: Graphon-Mixture Learning for Mixup and Contrastive Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dual-channel Dynamic Graph Neural Networks with Adaptive Adjacency Learning and Multi-scale Representation Fusion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DiP-G: Discrete Prompting for Graph Neural Networks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On the Expressive Power of GNNs to Solve Linear SDPs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving Graph Transformers via Global Structural Priors
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RAPNet: Accelerating Algebraic Multigrid with Learned Sparse Corrections
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PhenoBrain: Phenotype-Conditioned Long-Range Communication for Multi-Modal Brain Network Analysis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Backward Oversmoothing: why is it hard to train deep Graph Neural Networks?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
H$^2$CL: Heterogeneity-Aware Hypergraph Contrastive Learning for Robust Representation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SimGFM: Simplifying Discrete Flow Matching for Graph Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Recurrent Message Passing for Test Time Computing on Graphs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Collaborative likelihood-ratio estimation over graphs
[
JMLR]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Discriminative Attribute Graph Clustering Through Topology-Guided Contrastive Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fixed Aggregation Features Can Rival GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ST-TGExplainer: Disentangling Stability and Transition Patterns for Temporal GNN Interpretability
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Are Common Substructures Transferable? Understanding Transferability in Graph Pretraining under Riemannian Geometry
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Can Computational Reducibility Lead to Transferable Models for Graph Combinatorial Optimization?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Hierarchy–Uniformity Equilibrium: Recovering Semantic Depth in Hypergraph Contrastive Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Model Base Retrieval: Weaving Knowledge to Master Fine-grained Neural Network Design
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
View Space: Learning Representation across Arbitrary Graphs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Enhancing LLMs for Graph Tasks via Graph-aware LoRA Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
What Makes a Desired Graph for Relational Deep Learning?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethinking Feature Alignment in Generalist Graph Anomaly Detection: A Relational Fingerprint-based Approach
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MIMO-LP: A Multi-Input Multi-Output Framework for Subgraph-based Link Prediction
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Same Graph Cross-Task Transfer in GNNs: Protocols and Predictors
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Topological Machine Learning Cannot Progress without Experimental Standards
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph Alignment via Dual-Pass Spectral Encoding and Latent Space Communication
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PromptDyG: Test-Time Prompt Adaptation on Dynamic Graphs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
GP2F: Cross-Domain Graph Prompting with Adaptive Fusion of Pre-trained Graph Neural Networks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Unifying Relational Perspective on Expressive Lottery Tickets
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rel-MOSS: Towards Imbalanced Relational Deep Learning on Relational Databases
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
E2Former-V2: On-the-Fly Equivariant Attention with Linear Activation Memory
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Structure-Centric Graph Foundation Model via Geometric Bases
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Long Range Spatio-Temporal Representations over Continuous Time Dynamic Graphs with State Space Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Re-FORC: Adaptive Reward Prediction for Efficient Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Geometric Reasoner: Manifold-Informed Latent Foresight Search for Long-Context Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Know Thyself, Know Thy User: Intrinsic Dual-Perspective Reasoning for Role-Playing LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Implicit Turn-Wise Policy Optimization for Proactive User-LLM Interaction
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ParaTool: Shifting Tool Representations from Context to Parameters
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Do LLMs “Feel”? Emotion Circuits Discovery and Control
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Internalizing Safety Understanding in Large Reasoning Models via Verification
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
EasyBalance: Cross-Layer Load Balancing in Distributed MoE Inference
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AIR: Post-training Data Selection for Reasoning via Attention Head Influence
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Diving into Kronecker Adapters: Component Design Matters
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multimodal Meta-Verifier with Explicit Structured Recalibration
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FrontierCS: Evolving Challenges for Evolving Intelligence
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SafeCompass: Dynamic Chain-of-Thought Steering via Inference-Time Safety Signals
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ReJump: A Tree-Jump Representation for Analyzing and Improving LLM Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Geometry of Reasoning: Self-Evaluation via Layerwise Trajectory Evolution
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MixReasoning: Switching Modes to Think
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool Use
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning to Discover at Test Time
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ParamMem: Augmenting Language Agents with Parametric Reflective Memory
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safety Recovery in Reasoning Models Is Only a Few Early Steering Steps Away
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Characterizing, Evaluating, and Optimizing Complex Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Solving Physics Olympiad via Reinforcement Learning on Physics Simulators
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How2Everything: Mining the Web for How-to Procedures to Evaluate and Improve LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Monitorability as a Free Gift: How RLVR Spontaneously Aligns Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
EAPO: Enhancing Policy Optimization with On-Demand Expert Assistance
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PRM-PBE: Process Reward Model for Reinforcement Learning in Programming-by-Example
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Persona2Web: Benchmarking Personalized Web Agents for Contextual Reasoning with User History
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Patches to Plans: Reasoning Distillation for Repository-Level Program Repair
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Verifying Meta-Awareness via Predictive Rewards in Reasoning Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CausalGame: Benchmarking Causal Thinking of LLM Agents in Games
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Diversity Over Frequency: Rethinking Tool Use in Visual Chain-of-Thought Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Out-of-Distribution Evaluation of Rule-Based and Strategic Reasoning in Chess Transformers
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Pareto-Optimal Tool-Integrated Agents with Pareto Ranking Policy Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A²RBench: An Automatic Paradigm for Formally Verifiable Abstract Reasoning Benchmark Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OpenIKLR: Bridging the Reasoning Gap in Open-World Scenarios via Iterative Premise Completion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient Multi-Agent Reasoning via Confidence-Guided Adaptive Debate
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HERMES: Towards Efficient and Verifiable Mathematical Reasoning in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
$\tau$-Knowledge: Evaluating Conversational Agents over Unstructured Knowledge
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Agentic Proposing: Enhancing Large language Model Reasoning via Compositional Skill Synthesis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Scaling, Benchmarking, and Reasoning of Vision-Language Agents for Mobile GUI Navigation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Thinking with Geometry: Active Geometry Integration for Spatial Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Think in Latent, Explain in Language: Self-Explainable Latent Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MINIF2F-DAFNY: LLM-Guided Mathematical Theorem Proving via Auto-Active Verification
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Numina-Lean-Agent: An Open and General Agentic Reasoning System for Formal Mathematics
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Decrypto Benchmark for Multi-Agent Reasoning and Theory of Mind
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LEGO: An LLM-Enabled Hierarchical Optimizer for Tensor Computation Graphs with Structure-Aware Search and Compositional Synthesis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Sparks of Cooperative Reasoning: LLMs as Strategic Hanabi Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OptProver: Bridging Olympiad and Optimization through Continual Training in Formal Theorem Proving
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Embodied Task Planning via Graph-Informed Action Generation with Large Lanaguage Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Prompt Optimization with Minimal Unlabeled Input via Meta-Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Implicit Intelligence - Evaluating Agents on What Users Don’t Say
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Mode Collapse: Distribution Matching for Diverse Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Minimal Agent for Automated Theorem Proving
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
APE-Bench: Evaluating Automated Proof Engineering for Formal Math Libraries
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Detecting Errors in AI-Generated Annotations: When and Why Semantic Neighbors Help
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SmartThinker: Progressive Chain-of-Thought Length Calibration for Efficient Large Language Model Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When to Think, When to Speak: Learning Disclosure Policies for Large Language Model Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Wait, Wait, Wait... Why Do Reasoning Models Loop?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Think Deep, Not Just Long: Measuring LLM Reasoning Effort via Deep-Thinking Tokens
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Process Reward Models That Think
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Extraction to Deduction: Resolving Functional Misalignment in RAG via a Collaborative Critic-Reasoner Framework
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Reasoning Traces to Reusable Modules: Reinforcement Learning for Compositional Generalization in Language Model Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning to Self-Verify Makes Language Models Better Reasoners
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Stop When Further Reasoning Won’t Help: Attention-State Adaptive Generation in Reasoning Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LongCoT: Benchmarking Long-Horizon Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Hallucination Detection from Structural Reasoning Model
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dynamic Thinking-Token Selection for Efficient Reasoning in Large Reasoning Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Art of Interrogation: Consistency Amplifies Factuality in Spatial Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Algorithmic Primitives and Compositional Geometry of Reasoning in Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Attention Illuminates LLM Reasoning: The Uncovered Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How Chain of Thought Decomposes Complex Tasks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DenseSteer: Steering Small Language Models towards Dense Math Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Harnessing Reasoning Trajectories for Hallucination Detection via Answer-agreement Representation Shaping
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
BeaconKV: Key-Value Cache Compression Guided by Beacon Queries for Efficient Large Reasoning Model Inference
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Material Structures
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Are Large Reasoning Models Interruptible?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Look on Demand: A Cognitive Scheduling Framework for Visual Evidence Acquisition in Multimodal Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
UniRRM: Unified Reasoning Reward Models Across Languages and Evaluation Paradigms
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Truth Stays in the Family: Enhancing Contextual Truthfulness via Inherited Heads in Model Lineages
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CauSciBench: Evaluating LLM Causal Inference for Scientific Research
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The First Drop of Ink: Nonlinear Impact of Misleading Information in Long-Context Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ThreadWeaver: Adaptive Threading for Efficient Parallel Reasoning in Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How Transformers Represent Hierarchies: A Local-to-Global Mechanism
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Configurable Reward Model for Balanced Safety Alignment
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rare Event Analysis of Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Weaving Graph over Tokens: Contextualizing Structured Sequences for LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Do Hallucinations Arise? A Graph Perspective on the Evolution of Path Reuse and Path Compression
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LiveNewsBench: Evaluating LLM Web Search Capabilities with Freshly Curated News
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Shared Semantics, Divergent Mechanisms: Unsupervised Feature Discovery by Aligning Semantics and Mechanisms
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Search Goes Wrong: Red-Teaming Web-Augmented Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Causal Dependency-Aware Unsupervised Routing for Large Reasoning Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Antidistillation Fingerprinting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph-Link: Bridging the Semantic-Structural Gap in Text-to-SQL via Constrained Subgraph Induction
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Reliable Marking and Verification of AI-Generated Text via Geometry-aware Sentence-level Watermarking
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Words & Weights: Streamlining Multi-Turn Interactions via Co-Adaptation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CoMem: Context Management with A Decoupled Long-Context Model
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Time Series Reasoning via Segment Selection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Compile to Compress: Boosting Formal Theorem Provers by Compiler Outputs
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
IPMark: A Sentence-Level Watermark for LLMs with Hierarchical Personalization and Efficient Detection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HInT: Hypergraph Infusion at the Structural Layers Improves Table Understanding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
UniFLoW: Universal Multi-Modal Federated LoRA Fine-Tuning Framework with Analytical Aggregation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedRot-LoRA: Mitigating Rotational Misalignment in Federated LoRA
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SCOPE and SCION: Benchmark and Method for Ontology Induction and Fusion from Text
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RBCBF: Decoding Time Safety Alignment via Risk Guided Rollback and Barrier Control
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
BrokenMath: A Benchmark for Sycophancy in Theorem Proving with LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LakeQA: A Benchmark for Complex Exploratory QA over a Million-Scale Data Lake
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
No More, No Less: Least-Privilege Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LORD-GoF: A Robust Online Detection Approach for LLM Watermarks in Sparse and Mixed Streams
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CircuitPrint: Mechanistic Circuit Fingerprints for Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VIA-SD: Verification via Intra-Model Routing for Speculative Decoding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Grounding Multi-Hop Reasoning in Structural Causal Models via Group Relative Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multilingual Safety Alignment via Representation-Space Separability
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Judge-Aware Ranking Framework for Evaluating Large Language Models without Ground Truth
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Interpreting and Steering State-Space Models via Activation Subspace Bottlenecks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Annotations Mitigate Post-Training Mode Collapse
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethinking Personalization in Large Language Models at the Token Level
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Optimizing KV Cache Eviction from an Output Perturbation Perspective
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TokSuite: Measuring the Impact of Tokenizer Choice on Language Model Behavior
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Entropy-aware Span-Constrained Optimal Transport for Robust Cross-Tokenizer Knowledge Distillation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Steer Like the LLM: Activation Steering that Mimics Prompting
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MoSE: Mixture of Slimmable Experts for Efficient and Adaptive Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PASA: A Principled Embedding-Space Watermarking Approach for LLM-Generated Text under Semantic-Invariant Attacks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
More Edits, More Stable: Understanding the Lifelong Normalization in Sequential Model Editing
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RGMem: Renormalization Group–inspired Memory Evolution for Language Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Falsifying Sparse Autoencoder Reasoning Features in Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Disentangling meaning from language in LLM-based machine translation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient Training-Free Multi-Token Prediction via Embedding-Space Probing
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AlienLM: Alienization of Language for API-Boundary Privacy in Black-Box LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LazyAttention: Efficient Retrieval-Augmented Generation with Deferred Positional Encoding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DyLLM: Efficient Diffusion LLM inference via saliency-based token selection and partial attention
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ARC-Decode: Accelerated Decoding with Risk-Bounded Acceptance
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Next-Token Alignment: Distilling Multimodal Large Language Models via Token Interactions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Spherical Steering: Geometry-Aware Activation Rotation for Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reasoning-preserved Efficient Distillation of Large Language Models via Activation-aware Initialization
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LUGS: Latent-aware Guidance for Efficient Unmasking in Diffusion Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Surgery: Mitigating Harmful Fine-Tuning for Large Language Models via Attention Sink
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Predicting the Order of Upcoming Tokens Improves Language Modeling
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CoRe: Context-Robust Remasking for Diffusion Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
InstEmb: Instruction-Following Embeddings through Glimpses of the Future
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Weight Decay Improves Language Model Plasticity
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Large Language Models Explore by Latent Distilling
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
NanoSpec: Accelerating Speculative Decoding using Minimalist In-Context Vocabularies
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Atoms of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Context-level Language Modeling by Learning Predictive Context Embeddings
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Large Vision–Language Models Get Lost in Attention
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DFlash: Block Diffusion for Flash Speculative Decoding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HiCI: Hierarchical Construction–Integration for Long-Context Attention
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Diffusion Language Models Hesitate: Detecting and Correcting Visual Hallucinations via Confidence Fluctuation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A3: an Analytical Low-Rank Approximation Framework for Attention
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SPEED: Sharpened-Teacher Distillation for Parallel Decoding of Diffusion Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dustin: Draft-Augmented Sparse Verification for Efficient Long-Context Generation with Speculative Decoding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Any-Diffusion: Unified Multimodal Understanding and Generation with Masked Discrete Diffusion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FOCUS & RePAIR: Mitigating Text Degeneration via Token-Level Guidance For Pruned Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Disentangling Geometry, Performance, and Training in Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Stop the Flip-Flop: Context-Preserving Verification for Fast Revocable Diffusion Decoding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
EvoGM: Learning to Merge LLMs via Evolutionary Generative Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PISA: Privacy-Preserving Split Adaptation with Model IP Protection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AffIn-Space: Learning Affine-Invariant Representations for 3D Spatial Understanding with MLLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedPissa: Towards Federated Personalized Adaptation of Foundation Models via LoRA Subspace Mapping
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dirichlet-Prior Shaping: Guiding Expert Specialization in Upcycled MoEs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
KORE: Enhancing Knowledge Injection for Large Multimodal Models via Knowledge-Oriented Controls
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Anchored Policy Optimization: Mitigating Exploration Collapse via Support-Constrained Rectification
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning from Fine-Grained Visual Discrepancies: Mitigating Multimodal Hallucinations via In-Context Visual Contrastive Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Clipping Bottleneck: Stabilizing RLVR via Stochastic Recovery of Near-Boundary Signals
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Midtraining Bridges Pretraining and Posttraining Distributions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ViewMask-1-to-3: Multi-View Consistent Image Generation via Multimodal Diffusion Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DARTS: Distribution-Aware Active Rollout Trajectory Shaping for Accelerating LLM Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Efficient LLMs Annealing with Principled Sample Selection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Grouter: Decoupling Routing from Representation for Accelerated MoE Training
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LoRA-DA: Data-Aware Initialization for Low-Rank Adaptation via Asymptotic Analysis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SAME: Stabilized Mixture-of-Experts for Multimodal Continual Instruction Tuning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unbiased Dynamic Pruning for Efficient Group-Based Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Principled SVD-based Delta Compression via Quantization Error Minimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TileQ: Efficient Low-Rank Quantization of Mixture-of-Experts with 2D Tiling
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Geometry-Preserving Orthonormal Initialization for Low-Rank Adaptation in Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning in the Fisher Subspace: A Guided Initialization for LoRA Fine-Tuning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Train Once, Reuse Everywhere: Generalizable Implicit ICL by Routing Attention
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
WUSH: Near-Optimal Adaptive Transforms for LLM Quantization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Probability-Entropy Calibration: An Elastic Indicator for Adaptive Fine-tuning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Training-Trajectory-Aware Token Selection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Differences Between Direct Alignment Algorithms are a Blur
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Facts in Stats: Impacts of Pretraining Diversity on Language Model Generalization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Utilization of Low-Rank Adaptation via Conditioned Gating
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ActiveScope: Actively Seeking and Correcting Perception for MLLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Accuracy: What Matters in Designing Well-Behaved Image Classification Models?
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DF-LoGiT: Data-Free Logic-Gated Backdoor Attacks in Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Iterative Robust Satisficing: Minimizing Performance Degradation Under Distribution Shift
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Hearing Without Noticing? Attention-Aware Stealthy Black-box Adversarial Audio Attacks
[
Slides]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Erased but Not Forgotten: How Backdoors Compromise Concept Erasure
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bias in Zeroth-Order Normal Estimation for Decision-Based Attacks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ProMeCD: Unifying Long-Tailed and Noisy Label Learning via White-Box Control
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Front-Loaded Robust Conformal Prediction: Heavy Calibration, Minimal Test-Time Cost
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unifying Adversarial Robustness and Training Across Text Scoring Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Probabilistic Robustness Certificates against Adversarial Attacks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
VIRUS: Injecting Persistent Cognitive Pathogens into Stateful Zero-Shot Object Navigation Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SORA: Free Second Order Attacks in Fast Adversarial Training
[
Slides]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
``Someone Hid It!'': Query-Agnostic Black-Box Attacks on LLM-Based Retrieval
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedHPro: Federated Hyper-Prototype Learning via Gradient Matching
[
Slides]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Two Modalities Are Better Than One: Efficient Adversarial Purification via Multimodal Diffusion Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Toward Understanding Adversarial Distillation: Why Robust Teachers Fail
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
You Don't Protect if You Don't Expect: Breaking the Key Assumption behind CLIP's Test-Time Defenses
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Non-Parametric Probabilistic Robustness: A Conservative Risk Estimator under Unknown Perturbation Distributions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Private and Stable Test-time Adaptation with Differential Privacy
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adversarial Robustness of Implicit Neural Representation-Based Classifiers
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safety-Efficacy Trade Off: Robustness against Data-Poisoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Does a Hybrid Space-Aware Randomized Defense Improve Empirical and Certified Adversarial Robustness?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LLM Watermark Evasion via Bias Inversion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PSMix: Robust Point Cloud Recognition through Spectral Domain Mixing
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Rethinking Evaluation Paradigms in IBP-based Certified Training
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Certified Robustness under Heterogeneous Perturbations via Hybrid Randomized Smoothing
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mind Your Margin and Boundary: Are Your Distilled Datasets Truly Robust?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TCAP: Tri-Component Attention Profiling for Unsupervised Backdoor Detection in MLLM Fine-Tuning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CREDIT: Certified Ownership Verification of Deep Neural Networks Against Model Extraction Attacks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Diversity-aware Weight Perturbation Promotes Robust Adaptation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Theory of Minimal Weight Perturbations in Deep Networks and its Applications for Low-Rank Activated Backdoor Attacks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Higher-Order Certified Robustness for Regression
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Class-Conditional Distribution Balancing for Group Robust Classification
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Neural Honeytrace: Plug&Play Watermarking Framework against Model Extraction Attacks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Constrained Optimization Perspective of Unrolled Transformers
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CARE: Class-Adaptive Expert Consensus for Reliable Learning with Long-Tailed Noisy Labels
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Locally, Revising Globally: Global Reviser for Federated Learning with Noisy Labels
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Coin Flip for Safety: LLM Judges Fail to Reliably Measure Adversarial Robustness
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LoRe: Adaptive Interaction-Evaluation Routing with Per-step Interaction Budgets for Iterative Graph Solvers
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Cross-task Calibration for Asynchronous Federated Continual Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Obliviate: Efficient Unlearning in Recommender Systems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedPDG: Prediction Discrepancy–Guided Data Generation for Heterogeneous Federated Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Approximate Nearest Neighbor Search for Modern AI: A Projection-Augmented Graph Approach
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RC-FCL: Combating Asynchronous Concept Drift in Federated Continual Learning via Retrospective Calibration
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Hamming: Query-Aware Decoding of Binary Cosine Sketches
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Signal is in the Steps: Local Scoring for Reasoning Data Selection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The benefits of full data shuffle, now with optimal I/O cost: $k$-wise independence and matrix transposition to the rescue
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Class-Grouped-Normalized-Momentum and Faster Hyperparameter Exploration to Tackle Class Imbalance in Federated Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Estimating the Empowerment of Language Model Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CORAL: Uncertainty-Aware Regulation of Exposure Concentration in Recommender Systems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Causal-aware Anomaly Detection for Tabular Data
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Lightweight Federated Incremental Learning via Decoupled Replay
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Evaluating Parameter Efficient Methods for RLVR
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Diversity-Aware Recursive Feature Multiple Kernel Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Necessary Conditions for Compositional Generalization of Embedding Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Efficiency Gap in Byte Modeling
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LEMUR: Learned Multi-Vector Retrieval
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LEGO-FL: Learning Heterogeneous Federated Models as a LEGO Assembly Games
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Single Embedding: Modeling User Preferences as Distribution in Federated Recommendation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How can embedding models bind concepts?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Retriever Portfolios: A Principled Approach to Adaptive RAG
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
New Bounds for Kernel Sums via Fast Spherical Embeddings
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FEDEMOE: IMPROVING PERSONALIZATION ON HET- EROGENEOUS FEDERATED LEARNING VIA ELASTIC MIXTURE OF EXPERTS ARCHITECTURE
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AReaL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Revealing Differences in Multi-Modal Embeddings via Constrained Kernel Analysis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Controlled Collaboration Geometry for Personalized Federated Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SynGR: Unleashing the Potential of Cross-Modal Synergy for Generative Recommendation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Compositional Perception and Generalizing Induction: Latent Compositional Manifold Assumption on Generalized Category Discovery
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Benchmarks for Vision–Language Models in Urban Perception Should Be Reliability-Aware and Negotiated
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Early-Stage Quality Assurance in Annotation Pipelines Is More Cost-Effective Than Late-Stage Validation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards a Science of AI Agent Reliability
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CLAM-Bench: Benchmarking LLM Agents for Library-Scale Cross-Architecture Migration
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: State-of-the-Art Claims Require State-of-the-Art Evidence
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Mechanisms for Aggregated Individual Reporting Should be Established for Post-Deployment Evaluation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Improved Documentation is Necessary for Benchmarking AI Systems in Geometry
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
CentaurEval: Benchmarking Human-in-the-Loop Value in Agentic Coding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
iWorld-Bench: A Benchmark for Interactive World Models with a Unified Action Generation Framework
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Agent Evaluation Should Be Agentified for Openness, Standardization, and Reproducibility
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: The Open Benchmark Paradox Must Be Resolved through Sovereign Medical Evaluation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: AI Evaluations Should be Grounded on a Theory of Capability
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: AI Evaluation Should Work With Humans
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Adopting AI in Practice Does Not Guarantee the Productivity Boost
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Let's Develop Data Probes to Fundamentally Understand How Data Affects LLM Performance
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: There are futures that benchmark-driven AI cannot see
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Attention Sinks in Diffusion Transformers: A Causal Analysis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Stop evaluating AI with human tests, develop principled, AI-specific tests instead
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Code Benchmarks Should Prioritize Rigor, Reliability, and Reproducibility
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Benchmark and Framework for Evaluating Next Action Predictions in Spreadsheets
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DevEvol: Benchmarking LLM Agents on Continuous Software Evolution
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Leaderboard Incentives: Model Rankings under Strategic Post-Training
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unison: Benchmarking Unified Multimodal Models via Synergistic Understanding and Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Computational Framework for Evaluating Human-likeness in LLMs' Open-ended Human Behaviors
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DEER: A Benchmark for Evaluating Deep Research Agents on Expert Report Generation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MemoryBench: A Benchmark for Memory and Continual Learning in LLM Systems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
TadABench-1M: A Large-Scale Wet-Lab Protein Benchmark For Rigorous OOD Evaluation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DSGym: A Standardized and Holistic Framework for Advancing Data Science Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ZeroBench: An Impossible Visual Benchmark for Contemporary Large Multimodal Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Noise Tectonics: Measuring the Stability of AI Benchmark Ecosystems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Server-Proximal Aggregation for Federated Domain-Incremental Learning under Partial Participation: Task-Uniform Convergence and Backward Transfer
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dynamic Optimizations of LLM Ensembles with Two-Stage Reinforcement Learning Agents
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Segment Anything with Robust Uncertainty-Accuracy Correlation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Wasserstein Geometry-Aware Adaptive Control via Meta-Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MoCL: Metabolic Optimization for Curvature-Aware Continual Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Parameters as Experts: Adapting Vision Models with Dynamic Parameter Routing for Dense Predictions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Scaling Continual Learning with Bi-Level Routing Mixture-of-Experts
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Less Is More in Federated Continual Learning: RieSelect for Conflict-Aware Layer Selection in LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learn to Merge: Meta-Learning for Adaptive Multi-Task Model Merging
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mixing Expertise with Confidence: A Mixture of Expert Framework for Robust Multi-Modal Continual Learner
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AREA: Attribute Extraction and Aggregation for CLIP-Based Class-Incremental Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Expert Routing with Synthetic Data for Domain Incremental Learning
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Continual Learning through Control Minimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Federated Learning with Unlabeled Clients: Personalization Can Happen in Low Dimensions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DomED: Redesigning Ensemble Distillation for Domain Generalization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Breaking the Scale Barrier: One-Shot Knowledge Transfer via Frequency Transform
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Flexible Generalization in Video Quality Assessment by Bringing Device and Viewing Condition Distributions
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Shapley Neuron Values for Continual Learning: Which Neurons Matter Most?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Demystifying Mergeability: Interpretable Properties to Predict Model Merging Success
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On the Difficulty of Learning a Meta-network for Training Data Selection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning-To-Measure: In-Context Active Feature Acquisition
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient Bilevel Optimization for CKA-Guided MoE Upcycling
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Fully Parameter-Free Stochastic Optimization: Grid Search with Self-Bounding Analysis
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Penalty Approach For Differentiation Through Black-box Quadratic Programming Solvers
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Randomized Feasibility Methods for Constrained Optimization with Adaptive Step Sizes
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Dynamic Symmetric Point Tracking: Tackling Non-ideal Reference in Analog In-memory Training
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mirror Mean-Field Langevin Dynamics
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Accelerated and Stable Convergence with Anchored Generalized Optimistic Method
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improved Convergence Analysis of Topology Dependence in Decentralized SGD
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Non-Euclidean Gradient Descent Operates at the Edge of Stability
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On the Provable Suboptimality of Momentum SGD in Nonstationary Stochastic Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Direct Second-Order Method for Solving Two-Player Zero-Sum Games
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Last-iterate Convergence of ADMM on Multi-affine Quadratic Equality Constrained Problem
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Sharpness-Aware Minimization with a Polyak-type Step size: A Theory-Grounded Scheduler
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Provably Data-driven Lagrangian Relaxation for Mixed Integer Linear Programming
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Operator Splitting with Hamilton-Jacobi-based Proximals
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Gromov-Wasserstein at Scale, Beyond Squared Norms
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
L-SR1: Learned Symmetric-Rank-One Preconditioning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Convergence Rate of the Last Iterate of Stochastic Proximal Algorithms
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safeguarded Stochastic Polyak Step Sizes for Non-smooth Optimization: Robust Performance Without Small (Sub)Gradients
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Riemannian Dueling Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Understanding SAM through Minimax Perspective
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Singularity-aware Optimization via Randomized Geometric Probing: Towards Stable Non-smooth Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LoBCD-GW: A Fast and Data-Dependent Algorithm for Computing Gromov-Wasserstein Distance via Localized Block Coordinate Descent
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ITSPACE: Monotone Gaussian Optimal Transport Updates
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AD-BTS: Adaptive Dual-Branch Token Sparsification via Spatial Information Density
[
Slides]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Geometry-Aware Efficient Algorithm for Compositional Entropic Risk Minimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Near-optimal and Efficient First-Order Algorithm for Multi-Task Learning with Shared Linear Representation
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Gradient Smoothing: Coupling Layer-wise Updates for Improved Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
DASH: Faster Shampoo via Batched Block Preconditioning and Efficient Inverse-Root Solvers
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Optimization with Access to Auxiliary Information
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
From Interaction Trajectories to Prompt Rules: Credit Assignment for Multi-Agent Prompt Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Lions and Muons: Optimization via Stochastic Frank-Wolfe
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Gradient Flow Sampler-based Distributionally Robust Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
BAS: Bridging Adam and SignSGD for Memory-Efficient LLM Training
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Fully First-Order Layer for Differentiable Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
General Analysis of LMO-based Optimizers: Beyond Bounded Variance
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Minimizing Upper Confidence Bounds: A Data-Driven Framework for Stochastic Programming
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Robust Contextual Optimization with Missing Covariates
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Proximal-Based Generative Modeling for Bayesian Inverse Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Strategy-Aware Optimization Modeling with Reasoning LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OVLR: Efficient, Scalable, and Robust Training via Output-Level Variance-Reduced Likelihood Ratio
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
An Exploration of Non-Euclidean Gradient Descent: Muon and its Many Variants
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
An Embarrasingly Simple Way to Optimize Orthogonal Matrices at Scale
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
LOZO+: Provably Efficient Zeroth-Order Fine-Tuning via Greedy Low-Rank Subspace Selection
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Safe In-Context Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Two-Hump Problem: Bridging the Difficulty Gap in Mathematical Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Boosting CVaR Policy Optimization with Quantile Gradients
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning from Comparison: Constrained Projection Policy Optimization for Pareto-Front Improvement
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Stabilizing the Q-Gradient Field for Policy Smoothness in Actor-Critic Methods
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Refined Analysis of Entropy-Regularized Actor-Critic
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fast Non-Episodic Finite-Horizon RL with K-Step Lookahead Thresholding
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Trust Region Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Distributional Inverse Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HyPOLE: Hyperproperty-Guided Multi-Agent Reinforcement Learning under Partial Observation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Doubly Regularized Markov Decision Processes for Robust Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning to Search and Searching to Learn for Generalization in Planning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Time-Consistent Robust Multi-Objective Reinforcement Learning via a Bellman–Isaacs Weight-Adversary Recursion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reward Redistribution for CVaR MDPs using a Bellman Operator on L-infinity
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Constrained Multi-Objective Reinforcement Learning with Max-Min Criterion
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
How Does the Lagrangian Guide Safe Reinforcement Learning through Diffusion Models?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Online Robust Reinforcement Learning with General Function Approximation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Why Dedicated Critics: Eliminating Target Drift in Multi-Constraint RL
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HodgeFlow Policy Search by Topologically Dissecting Temporal-Difference Signals in Non-Markovian Environments
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When Can You Poison Rewards? A Tight Characterization of Reward Poisoning in Linear MDPs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reinforcement Learning for Non-Verifiable Problems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bridging Scaling Laws to On-Policy Reinforcement Learning via Adaptive Batch Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reinforcement Learning via Self-Distillation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Intentional Updates for Streaming Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
On Computation and Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Revisiting Distribution Correction Estimation for Offline Imitation Learning with Suboptimal Dataset
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Task-Aware Exploration via a Predictive Bisimulation Metric
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Posterior Behavioral Cloning: Pretraining BC Policies for Efficient RL Finetuning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Emergence of Exploration in Policy Gradient Reinforcement Learning via Retrying
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Interpretable Options by Identifying Reward Diffusion Bottlenecks in Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
GIPO: Gaussian Importance Sampling Policy Optimization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Informed Asymmetric Actor-Critic: Leveraging Privileged Signals Beyond Full-State Access
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Expected Return Causes Outcome-Level Mode Collapse in Reinforcement Learning and How to Fix It with Inverse Probability Scaling
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Approximation of Log-Partition Function in Policy Mirror Descent Induces Implicit Regularization for LLM Post-Training
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Impact of Connectivity on Laplacian Representations in Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
The Role of Target Update Frequencies in Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Sample Efficient Full-Finetuning of Generative Control Policies
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Recursive Monte-Carlo Tree Search
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Learning Generalizable Skill Policy with Data-Efficient Unsupervised RL
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Not All Rollouts are Useful: Down-Sampling Rollouts in LLM Reinforcement Learning
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Mind the budget: Accelerating Deep Reinforcement Learning using Early Exit Neural Networks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
InfraRL: A Benchmark for Constrained Resource Allocation in Large-Scale Infrastructure Asset Management
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
AdamO: A Collapse-Suppressed Optimizer for Offline RL
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RAMAC: Multimodal Risk-Aware Offline Reinforcement Learning and the Role of Behavior Regularization
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving LLM-Based Recommenders with Conservative Generative Flow Networks
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Bottleneck-Guided Spectral Subgoals For Offline Goal-Conditioned RL
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Noisy-Space Policy Gradient for Diffusion Policies in Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Q-SAM: Unlocking Sharpness-Aware Minimization for Generalization in Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
$\text{DT}^\text{2}$: Decision-Targeted Digital Twins
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Off-Policy Learning in Large Action Spaces: Optimization Matters More Than Estimation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Preserving Expert-Level Privacy in Offline Reinforcement Learning
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Geometric Control of Out-of-Distribution Shift in Safe Offline RL
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improving Diffusion Planners by Self-Supervised Action Gating with Energies
[
Slides]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Continuity-Regularized Flow Matching for Offline Reinforcement Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
SPAR: Support-Preserving Action Rectification
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Regularized Offline Policy Optimization with Posterior Hybrid Bayesian Belief
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
When does predictive inverse dynamics outperform behavior cloning?
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Reward Shaping Control Variates for Off-Policy Evaluation Under Sparse Rewards
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Frictional Q-Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fast Mixing Steady-State Control in Markov Decision Processes
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Efficient and Expressive Offline RL via Flow-Anchored Noise-conditioned Q-Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Q-Flow: Stable and Expressive Reinforcement Learning with Flow-based Policy
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FairRARI: A Plug and Play Framework for Fairness-Aware PageRank
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fair Decisions from Calibrated Scores: Achieving Optimal Classification While Satisfying Sufficiency
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Self-correcting for Debiasing Large Language Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Demystifying the Optimal Fair Classifier in Multi-Class Classification
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Locate then Correct: Debiasing Attention Heads in CLIP
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fairness in Aggregation: Optimal Top-$k$ and Improved Full Ranking
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fair Dataset Distillation via Cross-Group Barycenter Alignment
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Graph-Preference Learning: Debiasing Network-Sampled Human Feedback for Target Welfare Estimation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Equalized Generative Treatment: Matching f-divergences for Fairness in Generative Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Adaptive Generation of Bias-Eliciting Questions for LLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Differentiable Optimization Layers for Guaranteed Fairness in Deep Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Maximin Relative Improvement: Fair Learning as a Bargaining Problem
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Fair Classification with Efficient and Post-hoc Controllable Fairness-Accuracy Trade-off
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Extending Fair Null-Space Projections for Continuous Attributes to Kernel Methods
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
MAFE: Enabling Equitable Algorithm Design in Multi-Agent Multi-Stage Decision-Making Systems
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
COPF: An Online Framework for Deployment-Stable Counterfactual Fairness in Evolving Graphs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Language Bias in LVLMs: From In-Depth Analysis to Simple and Effective Mitigation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond the Trade-off: Unifying Fairness and Performance in Federated Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Beyond Sensitive Attributes, ML Fairness Should Quantify Structural Injustice via Social Determinants
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Fairness Failure in Generative Models is an Evaluation Problem
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
A Game-Theoretic Framework for Measuring and Explaining Metric Compatibility in Fair Machine Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FairGB: A Fair Granular-Ball Generation Method for Data Classification
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Beyond Procedure: Substantive Fairness in Conformal Prediction
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Test-Time Debiasing with Probabilistic Prompts via Wasserstein Distance in Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FairSSL: Fair Multimodal Self-Supervised Learning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Optimal Transport under Group Fairness Constraints
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
HoloFair: Unified T2I Fairness Evaluation and Fair-GRPO Debiasing
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Density-Aware Translation of Spurious Correlations in Zero-Shot VLMs
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Long-term Fairness with Selective Labels
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Verifiable Data Minimization is a Prerequisite for Responsible, Privacy-Preserving Industrial Vision
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Shuffling-Aware Optimization for Private Vector Mean Estimation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Random Erasing vs. Model Inversion: A Promising Defense or a False Hope?
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Heterogeneity-Aware Knowledge Sharing for Graph Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Multilingual Unlearning in LLMs: Transfer, Dynamics, and Reversibility
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Towards Whole-corpus Reconstruction of Heterogeneous RAG Knowledge Bases
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Differentially Private and Scalable Estimation of the Network Principal Component
[
URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
ACTG-ARL: Differentially Private Conditional Text Generation with RL-Boosted Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Unlearning’s Blind Spots: Over‑Unlearning and Prototypical Relearning Attack
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Finding DoRI: Discovery of Retained Images in Diffusion Models
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Privately Fine-Tuned LLMs Preserve Temporal Dynamics in Tabular Data
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Trajectory-Aware Certified Decentralized Unlearning via SGD Stability
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Censoring with Plausible Deniability: Asymmetric Local Privacy for Multi-Category CDF Estimation
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OptiFluence: Principled Design of Privacy Canaries
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Preference-Calibrated Optimization with Score-Level Distribution Alignment for Text-to-Image Diffusion Model Unlearning
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Leveraging Machine Unlearning for Cost-Efficient Preference Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
OSNIP: Breaking the Privacy-Utility-Efficiency Trilemma in LLM Inference via Obfuscated Semantic Null Space
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient Public Verification of Private ML via Regularization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PEARL: Differentially Private and Entropy-Aware Regulated Language Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FlatLand: Personalized Graph Federated Learning via Tailored Lorentz Space
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Differentially Private Preference Data Synthesis for Large Language Model Alignment
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient DP-SGD for LLMs with Randomized Clipping
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Embodied AI Requires a Privacy-Utility Tradeoff
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Privacy Is a Claim, Not a Property of Synthetic Data
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Differentially Private Continual Release with Relative Error
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
RECOVER:Reliable Detection of Unauthorized Data Usage in Text-to-Image Diffusion Models via Inversion Robustness
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
PRISM: Gauge-Invariant Tangent-Space Differentially Private LoRA
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Accuracy-First Rényi Differential Privacy and Post-Processing Immunity
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Efficient privacy loss accounting for subsampling and random allocation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Finding Differentially Private Second Order Stationary Points in Stochastic Minimax Optimization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Eliminating Solution Bias in Differentially Private Optimization
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Homophily-Heterogeneity Gradient Surgery for Federated Graph Learning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Near-Optimal Private Linear Regression via Iterative Hessian Mixing
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FedLog: Personalized Federated Classification with Less Communication and More Flexibility
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URL]
[ OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improved Bounds for Private and Robust Alignment
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FuseFSS: Efficient Secure LLM Inference with Function Secret Sharing
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Poster]
[
OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
FHAIM: Fully Homomorphic AIM for Private Synthetic Data Generation
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Quadratically Regularized Optimal Transport: Localization Bounds and Affine Case Analysis
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Equilibrium Propagation for Non-Conservative Systems
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Subgroup Discovery with the Cox Model
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Convex Basins in Single-Index Model Loss Landscapes: Applications to Robust Recovery under Strong Adversarial Corruption
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Quantum Algorithms for Triangle Cut Sparsification
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
State Space Model with Continuous Limit of HiPPO Matrix: Eigenvalue Analysis and Explicit Solution Formula
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Theoretical Guarantees for One-Shot Magnitude Pruning and Compute-Adaptive Early Exit
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Position: Quantum Kernel Machines Should Move Beyond Scalar-Valued Kernels to Realize Their Potential
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Theoretical Analysis of Sparse Optimization with Reparameterization, Weight Decay, and Adaptive Learning Rate
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Hedging on the frontier: Learning new tasks with few samples
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Search Space Synthesis for Parametric Functions
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Active Regression for Single-Index Models with Unknown Link Functions
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Parsimonious Learning-Augmented Online Metric Matching
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Accelerating Regression Tasks with Quantum Algorithms
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
An Exponential Separation Between Quantum and Quantum-Inspired Classical Algorithms for Linear Systems
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Is Spurious Correlation Removal Always Learnable?
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Understanding Generalization and Forgetting in In-Context Continual Learning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Parameter-Masked Decoupled Optimization for Cross-Domain Class-Incremental Learning
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference
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OpenReview]
Poster
Thu Jul 09 02:30 PM -- 04:15 PM (KST) @ Coex: HALL A None
Improved Dynamic Algorithm for Non-monotone Submodular Maximization under Cardinality Constraint
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OpenReview]
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