Papers
12094 papers
ICLR2025
Understanding Virtual Nodes: Oversquashing and Node Heterogeneity
Summary pending...
Graph Neural NetworksMessage PassingVirtual Nodes
ICLR2025
Periodic Materials Generation using Text-Guided Joint Diffusion Model
Summary pending...
ML4MaterialsDiffusion ModelsCrystal Materials
ICLR2025
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference
Summary pending...
Logicreasoninginference
ICLR2025
Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space
Summary pending...
Multi-turn Conversation PlanningMulti-turn LLM OptimizationMCTS
ICLR2025
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching
Summary pending...
Plug-and-PlayFlow Matchingimage restoration
ICLR2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
Summary pending...
3D molecule generationmolecular conformer generationlarge language models
ICLR2025
MAGNet: Motif-Agnostic Generation of Molecules from Scaffolds
Summary pending...
graph generative models2d molecules
ICLR2025
SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
Summary pending...
Large Language ModelAlignmentRLHF
ICLR2025
Towards Auto-Regressive Next-Token Prediction: In-context Learning Emerges from Generalization
Summary pending...
In-context learningAuto-regressive next-token predictionGeneralization performance
ICLR2025
SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
Summary pending...
LLMsafetyalignment
ICLR2025
RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction
Summary pending...
Rectified FlowAudio Waveform ReconstructionMulti-band audio generation，Real-time diffusion Vocoder
ICLR2025
Fréchet Wavelet Distance: A Domain-Agnostic Metric for Image Generation
Summary pending...
Frechet DistanceWavelet Packet TransformFrechet Inception Distance
ICLR2025
Emergence of meta-stable clustering in mean-field transformer models
Summary pending...
Mean-field limitsTransformersMeta-stability
ICLR2025
An Information Criterion for Controlled Disentanglement of Multimodal Data
Summary pending...
Multimodal Representation LearningDisentanglementSelf-Supervised Learning
ICLR2025
CofCA: A STEP-WISE Counterfactual Multi-hop QA benchmark
Summary pending...
LLM evaluationMulti-hop QA evaluation
ICLR2025
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace
Summary pending...
Model Merging; Backdoor Defense; Subspace
ICLR2025
OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text
Summary pending...
Image-text interleaved dataset
ICLR2025
ReAttention: Training-Free Infinite Context with Finite Attention Scope
Summary pending...
long contextlength extrapolationlarge language model
ICLR2025
Verifying Properties of Binary Neural Networks Using Sparse Polynomial Optimization
Summary pending...
Binary Neural NetworksSparse Polynomial OptimizationSemidefinite Programming
ICLR2025
Fantastic Copyrighted Beasts and How (Not) to Generate Them
Summary pending...
copyrightcopyrighted charactersalignment