Graph Neural Networks

Learning Differentiable Tensegrity Dynamics using Graph Neural Networks CoRL 2024 Learning Domain-Independent Heuristics for Grounded and Lifted Planning AAAI 2024 Learning Efficient and Robust Multi-Agent Communication via Graph Information Bottleneck AAAI 2024 Learning Explicit Contact for Implicit Reconstruction of Hand-Held Objects from Monocular Images AAAI 2024 Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer ICLR 2024 Learning from Highly Sparse Spatio-temporal Data NeurIPS 2024 Learning From Simplicial Data Based on Random Walks and 1D Convolutions ICLR 2024 Learning Graph Representation via Graph Entropy Maximization ICML 2024 Learning in Deep Factor Graphs with Gaussian Belief Propagation ICML 2024 Learning Latent Structures in Network Games via Data-Dependent Gated-Prior Graph Variational Autoencoders ICML 2024 Learning Multi-Agent Communication from Graph Modeling Perspective ICLR 2024 Learning Multi-Granularity and Adaptive Representation for Knowledge Graph Reasoning IJCAI 2024 Learning on Large Graphs using Intersecting Communities NeurIPS 2024 Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks ICLR 2024 Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NeurIPS 2024 Learning Representations for Hierarchies with Minimal Support NeurIPS 2024 Learning rigid-body simulators over implicit shapes for large-scale scenes and vision NeurIPS 2024 Learning Structure-from-Motion with Graph Attention Networks CVPR 2024 Learning Superconductivity from Ordered and Disordered Material Structures NeurIPS 2024 Learning to Approximate Adaptive Kernel Convolution on Graphs AAAI 2024 Learning to design protein-protein interactions with enhanced generalization ICLR 2024 Learning to Optimize Permutation Flow Shop Scheduling via Graph-Based Imitation Learning AAAI 2024 Learning to Pivot as a Smart Expert AAAI 2024 Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problem UAI 2024 Learning to Reweight for Generalizable Graph Neural Network AAAI 2024