Graph Neural Networks

Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching ICML 2024 Navigating the Design Space of Equivariant Diffusion-Based Generative Models for De Novo 3D Molecule Generation ICLR 2024 Negative Prompt Driven Complementary Parallel Representation for Open-World 3D Object Retrieval IJCAI 2024 Neighbor Relations Matter in Video Scene Detection CVPR 2024 Neighbor Similarity and Multimodal Alignment based Product Recommendation Study UAI 2024 NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024 NetInfoF Framework: Measuring and Exploiting Network Usable Information ICLR 2024 NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security NSDI 2024 Networked Inequality: Preferential Attachment Bias in Graph Neural Network Link Prediction ICML 2024 Neural Atoms: Propagating Long-range Interaction in Molecular Graphs through Efficient Communication Channel ICLR 2024 Neural Common Neighbor with Completion for Link Prediction ICLR 2024 Neural Gaussian Similarity Modeling for Differential Graph Structure Learning AAAI 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations NeurIPS 2024 Neural P$^3$M: A Long-Range Interaction Modeling Enhancer for Geometric GNNs NeurIPS 2024 Neural Reasoning about Agents’ Goals, Preferences, and Actions AAAI 2024 Neural Sign Actors: A Diffusion Model for 3D Sign Language Production from Text CVPR 2024 Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries ICLR 2024 Neural SPH: Improved Neural Modeling of Lagrangian Fluid Dynamics ICML 2024 Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks ICML 2024 NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks ICLR 2024 Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization ICML 2024 nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024 NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024 NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise NeurIPS 2024 Non-convolutional graph neural networks. NeurIPS 2024