Representation Learning

Resolution-Alignment-Completion of Tabular Electronic Health Records via Meta-Path Generative Sampling ACL 2025 Resolving Lexical Bias in Model Editing ICML 2025 Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning ICCV 2025 Responsive Dynamic Graph Disentanglement for Metro Flow Forecasting AAAI 2025 ResQ: Mixed-Precision Quantization of Large Language Models with Low-Rank Residuals ICML 2025 RestoreGrad: Signal Restoration Using Conditional Denoising Diffusion Models with Jointly Learned Prior ICML 2025 Rethinking Addressing in Language Models via Contextualized Equivariant Positional Encoding ICML 2025 Rethinking and Improving Student Learning and Forgetting Processes for Attention based Knowledge Tracing Models AAAI 2025 Rethinking Diverse Human Preference Learning through Principal Component Analysis ACL 2025 Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words ICLR 2025 Rethinking Fair Representation Learning for Performance-Sensitive Tasks ICLR 2025 Rethinking Few Shot CLIP Benchmarks: A Critical Analysis in the Inductive Setting ICCV 2025 Rethinking Graph Contrastive Learning Through Relative Similarity Preservation IJCAI 2025 Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025 Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation ICML 2025 Rethinking Masked Data Reconstruction Pretraining for Strong 3D Action Representation Learning AAAI 2025 Rethinking Reconstruction and Denoising in the Dark: New Perspective, General Architecture and Beyond CVPR 2025 Rethinking Shapley Value for Negative Interactions in Non-convex Games ICLR 2025 Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025 Rethinking Temporal Fusion with a Unified Gradient Descent View for 3D Semantic Occupancy Prediction CVPR 2025 Rethinking the role of frames for SE(3)-invariant crystal structure modeling ICLR 2025 Rethinking Time Encoding via Learnable Transformation Functions ICML 2025 Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment IJCNLP 2025 Rethinking Token Reduction with Parameter-Efficient Fine-Tuning in ViT for Pixel-Level Tasks CVPR 2025 Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025