Representation Learning

GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models ICLR 2025 GSRecon: Efficient Generalizable Gaussian Splatting for Surface Reconstruction from Sparse Views ICCV 2025 GTG: Generalizable Trajectory Generation Model for Urban Mobility AAAI 2025 GTR: A General, Multi-View, and Dynamic Framework for Trajectory Representation Learning ICML 2025 Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms ICML 2025 GUM-SAGE: A Novel Dataset and Approach for Graded Entity Salience Prediction ACL 2025 GWM: Towards Scalable Gaussian World Models for Robotic Manipulation ICCV 2025 Hallucination Reduction in Video-Language Models via Hierarchical Multimodal Consistency IJCAI 2025 Hard Emotion Test Evaluation Sets for Language Models NAACL 2025 Harnessing Frequency Spectrum Insights for Image Copyright Protection Against Diffusion Models CVPR 2025 Harnessing Robust Statistics for Trustworthy AI AAAI 2025 Harnessing Vision Models for Time Series Analysis: A Survey IJCAI 2025 Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs COLING 2025 HeadMap: Locating and Enhancing Knowledge Circuits in LLMs ICLR 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning EMNLP 2025 HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery CVPR 2025 HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding AAAI 2025 HELMET: How to Evaluate Long-context Models Effectively and Thoroughly ICLR 2025 HELM: Hierarchical Encoding for mRNA Language Modeling ICLR 2025 HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multi-task Learning AAAI 2025 HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics ICCV 2025 HEROS-GAN: Honed-Energy Regularized and Optimal Supervised GAN for Enhancing Accuracy and Range of Low-Cost Accelerometers AAAI 2025 Heterogeneous Graph Neural Network on Semantic Tree AAAI 2025