Representation Learning

Geo2Vec: Shape- and Distance-Aware Neural Representation of Geospatial Entities AAAI 2026 GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding AAAI 2026 GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance AAAI 2026 Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration AAAI 2026 GraFT: Infusing Pre-trained Transformers with Relational Structure for Time Series Forecasting AAAI 2026 Graph Contrastive Learning with Balanced Hard Negatives and Fine-grained Semantic-aware Positives AAAI 2026 GraphGrasp: Lightweight and Efficient Graph-Guided 6-DoF Robotic Grasp Pose Estimation Network AAAI 2026 GraphIC: A Graph-Based In-Context Example Retrieval Model for Multi-Step Reasoning AAAI 2026 Graph Meets Deep Unfolding: An Interpretable Mutual-benefit Multi-view Learning Network AAAI 2026 GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval EACL 2026 Grounding Descriptions in Images informs Zero-Shot Visual Recognition WACV 2026 Guided Texture Segmentation via Coordinate-Aware Class-Ratio Mapping WACV 2026 HandMCM: Multi-modal Point Cloud-based Correspondence State Space Model for 3D Hand Pose Estimation AAAI 2026 Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning AAAI 2026 Hierarchical Dataset Selection for High-Quality Data Sharing AAAI 2026 Hierarchical Direction Perception via Atomic Dot-Product Operators for Rotation-Invariant Point Clouds Learning AAAI 2026 Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem AAAI 2026 Hierarchical Semantic Alignment for Image Clustering AAAI 2026 Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing AAAI 2026 High-Pass Matters: Theoretical Insights and Sheaflet-Based Design for Hypergraph Neural Networks AAAI 2026 HiMo: High-Speed Objects Motion Compensation in Point Clouds (Abstract Reprint) AAAI 2026 HiNCoT: Hierarchical Nonlinear Continuous Transform-based Tensor Representation for Multi-Dimensional Data Recovery AAAI 2026 HINPool: A Unified Heterogeneous Graph Pooling Framework for Accurate Molecular and Protein Property Prediction AAAI 2026 Histogram Assisted Quality Aware Generative Model for Resolution Invariant NIR Image Colorization WACV 2026 HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models AAAI 2026