Representation Learning

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025 Enhancing Cooperative Multi-Agent Reinforcement Learning with State Modelling and Adversarial Exploration ICML 2025 Enhancing Dataset Distillation via Non-Critical Region Refinement CVPR 2025 Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025 Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models AAAI 2025 Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025 Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization ICML 2025 Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025 Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025 Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation IJCNLP 2025 Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment AAAI 2025 Enhancing Implicit Neural Representations via Symmetric Power Transformation AAAI 2025 Enhancing LLMs via High-Knowledge Data Selection AAAI 2025 Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning AAAI 2025 Enhancing Long-range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-based Sentiment Analysis COLING 2025 Enhancing Mamba Decoder with Bidirectional Interaction in Multi-Task Dense Prediction ICCV 2025 Enhancing Molecular Representation Learning Through the Combination of 3D and 2D Graph Machine Learning (Student Abstract) AAAI 2025 Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025 Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025 Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning EMNLP 2025 Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge WACV 2025 Enhancing Sequential Recommendation with Global Diffusion AAAI 2025 Enhancing Spectral GNNs: From Topology and Perturbation Perspectives ICML 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025