Papers
12094 papers
ICLR2025
ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design
Summary pending...
3D molecular generationdrug designmolecules
ICLR2025
How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
Summary pending...
Large language modelsgraph patterngraph mining
ICLR2025
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation
Summary pending...
Large Language Models; Knowledge Distillation
ICLR2025
Resolution Attack: Exploiting Image Compression to Deceive Deep Neural Networks
Summary pending...
Resolution Attack、Image Generation、Deep Learning Robustness、Image Classification
ICLR2025
Tight Lower Bounds under Asymmetric High-Order Hölder Smoothness and Uniform Convexity
Summary pending...
Convex OptimizationUniform ConvexityLower Bound
ICLR2025
Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate
Summary pending...
Multi-Agent DebateLarge Language ModelsMultimodal Large Language Models
ICLR2025
Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation
Summary pending...
Schrödinger BridgeDiscrete Diffusion ModelMolecular Optimization
ICLR2025
To Clip or not to Clip: the Dynamics of SGD with Gradient Clipping in High-Dimensions
Summary pending...
gradient clippinghigh-dimensional probabilitystochastic optimization
ICLR2025
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning
Summary pending...
structured learningcombinatorial optimization augmented machine learningtraffic equilibrium prediction
ICLR2025
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
Summary pending...
catastrophic forgettingreinforcement learningcontext-driven MDP
ICLR2025
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement
Summary pending...
Time SeriesSource-Free Domain AdaptationEfficiency
ICLR2025
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability
Summary pending...
InterpretabilityCLIP
ICLR2025
Logically Consistent Language Models via Neuro-Symbolic Integration
Summary pending...
probabilistic reasoninglogical consistencyLLMs
ICLR2025
Bonsai: Gradient-free Graph Condensation for Node Classification
Summary pending...
Graph Neural NetworksMachine LearningData Distillation
ICLR2025
MA-RLHF: Reinforcement Learning from Human Feedback with Macro Actions
Summary pending...
Human AlignmentLarge Language ModelsReinforcement Learning
ICLR2025
TexTailor: Customized Text-aligned Texturing via Effective Resampling
Summary pending...
3D texture synthesisdiffusion modelresampling
ICLR2025
MMTEB: Massive Multilingual Text Embedding Benchmark
Summary pending...
natural language processingbenchmarksentence embeddings
ICLR2025
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning
Summary pending...
visual reasoningactive visionout-of-distribution
ICLR2025
Talking Turns: Benchmarking Audio Foundation Models on Turn-Taking Dynamics
Summary pending...
Turn-takingConversation AIAudio Foundation Models