Representation Learning

High-Dimensional Interlingual Representations of Large Language Models ACL 2025 High-Dimension Human Value Representation in Large Language Models NAACL 2025 High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation ICLR 2025 Higher Order Structures for Graph Explanations AAAI 2025 High-Fidelity Lightweight Mesh Reconstruction from Point Clouds CVPR 2025 HighMATH: Evaluating Math Reasoning of Large Language Models in Breadth and Depth EMNLP 2025 HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts ICLR 2025 HiLoTs: High-Low Temporal Sensitive Representation Learning for Semi-Supervised LiDAR Segmentation in Autonomous Driving CVPR 2025 HiNeuS: High-fidelity Neural Surface Mitigating Low-texture and Reflective Ambiguity ICCV 2025 Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series ICML 2025 HMCL: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning EMNLP 2025 HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts ICLR 2025 Holistic Physics Solver: Learning PDEs in a Unified Spectral-Physical Space ICML 2025 Holistic Semantic Representation for Navigational Trajectory Generation AAAI 2025 HOMO-Feature: Cross-Arbitrary-Modal Image Matching with Homomorphism of Organized Major Orientation ICCV 2025 Homogeneous Dynamics Space for Heterogeneous Humans CVPR 2025 Homomorphism Expressivity of Spectral Invariant Graph Neural Networks ICLR 2025 HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation ACL 2025 Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025 HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation ACL 2025 HotSpot: Signed Distance Function Optimization with an Asymptotically Sufficient Condition CVPR 2025 How a Bilingual LM Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders EMNLP 2025 How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025 How Can Objects Help Video-Language Understanding? ICCV 2025 How Can We Relate Language Modeling to Morphology? EMNLP 2025