Representation Learning

RBPtool: A Deep Language Model Framework for Multi-Resolution RBP-RNA Binding Prediction and RNA Molecule Design EMNLP 2025 RD-DPP: Rate-Distortion Theory Meets Determinantal Point Process to Diversify Learning Data Samples WACV 2025 R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration AAAI 2025 Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures ICML 2025 Reactive In-Air Clothing Manipulation with Confidence-Aware Dense Correspondence and Visuotactile Affordance CoRL 2025 REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing EMNLP 2025 Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization EMNLP 2025 Ready for You When You Are Back: Content-Driven Session-Based Recommendation for Continuity of Experience AAAI 2025 Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware CoRL 2025 RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models ICCV 2025 Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment ICML 2025 Reasoning Aware Self-Consistency: Leveraging Reasoning Paths for Efficient LLM Sampling NAACL 2025 Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning COLING 2025 Reasoning Knowledge Filter for Logical Table-to-Text Generation COLING 2025 Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems ICML 2025 Reasoning with Latent Thoughts: On the Power of Looped Transformers ICLR 2025 Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025 Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025 Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon ICLR 2025 RecLM: Recommendation Instruction Tuning ACL 2025 Recommendations with Sparse Comparison Data: Provably Fast Convergence for Nonconvex Matrix Factorization ICML 2025 ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025 Reconsidering Feature Structure Information and Latent Space Alignment in Partial Multi-label Feature Selection AAAI 2025