graph neural network

Vector Field Oriented Diffusion Model for Crystal Material Generation AAAI 2024 VISPool: Enhancing Transformer Encoders with Vector Visibility Graph Neural Networks ACL 2024 ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis AAAI 2024 VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs ICLR 2024 VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition IJCAI 2024 WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024 WeatherGNN: Exploiting Meteo- and Spatial-Dependencies for Local Numerical Weather Prediction Bias-Correction IJCAI 2024 Weisfeiler and Lehman Go Paths: Learning Topological Features via Path Complexes AAAI 2024 Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning NeurIPS 2024 What do Graph Neural Networks learn? Insights from Tropical Geometry NeurIPS 2024 What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks NeurIPS 2024 What is my quantum computer good for? Quantum capability learning with physics-aware neural networks NeurIPS 2024 What Matters in Graph Class Incremental Learning? An Information Preservation Perspective NeurIPS 2024 When Causal Inference Meets Graph Machine Learning AAAI 2024 Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models NAACL 2024 XFibrosis: Explicit Vessel-Fiber Modeling for Fibrosis Staging from Liver Pathology Images CVPR 2024 X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks AAAI 2024 O-GNN: incorporating ring priors into molecular modeling ICLR 2023 $\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks ICLR 2023 $\rm A^2Q$: Aggregation-Aware Quantization for Graph Neural Networks ICLR 2023 3Mformer: Multi-Order Multi-Mode Transformer for Skeletal Action Recognition CVPR 2023 A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs EMNLP 2023 AbODE: Ab initio antibody design using conjoined ODEs ICML 2023 Accelerating Molecular Graph Neural Networks via Knowledge Distillation NeurIPS 2023 ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks ICLR 2023