Representation Learning

Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series NeurIPS 2024 Graph neural networks and non-commuting operators NeurIPS 2024 Graph Neural Networks for Learning Equivariant Representations of Neural Networks ICLR 2024 Graph Neural Networks with a Distribution of Parametrized Graphs ICML 2024 Graph Neural Networks with Soft Association between Topology and Attribute AAAI 2024 Graph Positional and Structural Encoder ICML 2024 GraphPulse: Topological representations for temporal graph property prediction ICLR 2024 Graph Structure Inference with BAM: Neural Dependency Processing via Bilinear Attention NeurIPS 2024 Graph Transformers on EHRs: Better Representation Improves Downstream Performance ICLR 2024 G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering NeurIPS 2024 Grid Diffusion Models for Text-to-Video Generation CVPR 2024 GridFormer: Point-Grid Transformer for Surface Reconstruction AAAI 2024 Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NeurIPS 2024 Grounded Object-Centric Learning ICLR 2024 GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding CVPR 2024 Group-Wise Contrastive Bottleneck for Weakly-Supervised Visual Representation Learning WACV 2024 GS2P: A Generative Pre-trained Learning to Rank Model with Over-parameterization for Web-Scale Search (Extended Abstract) IJCAI 2024 GS-IR: 3D Gaussian Splatting for Inverse Rendering CVPR 2024 Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery JMLR 2024 Guiding a Diffusion Model with a Bad Version of Itself NeurIPS 2024 GV-Rep: A Large-Scale Dataset for Genetic Variant Representation Learning NeurIPS 2024 HAGO-Net: Hierarchical Geometric Message Passing for Molecular Representation Learning AAAI 2024 Hamiltonian GAN L4DC 2024 Hand-Centric Motion Refinement for 3D Hand-Object Interaction via Hierarchical Spatial-Temporal Modeling AAAI 2024 Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL ACL 2024