Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stationsby Xiannan Huang,…
Improving Graph Neural Networks by Learning Continuous Edge Directionsby Seong Ho Pahng, Sahand HormozFirst submitted…
Trojan Prompt Attacks on Graph Neural Networksby Minhua Lin, Zhiwei Zhang, Enyan Dai, Zongyu Wu,…
Multi-modal graph neural networks for localized off-grid weather forecastingby Qidong Yang, Jonathan Giezendanner, Daniel Salles…
Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTMby Moirangthem Tiken Singh, Rabinder Kumar…
Backdoor Attack on Vertical Federated Graph Neural Network Learningby Jirui Yang, Peng Chen, Zhihui Lu,…
Rethinking Graph Transformer Architecture Design for Node Classificationby Jiajun Zhou, Xuanze Chen, Chenxuan Xie, Yu…
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approachby Chaoxi Niu, Guansong Pang, Ling…
Towards Bridging Generalization and Expressivity of Graph Neural Networksby Shouheng Li, Floris Geerts, Dongwoo Kim,…
Towards characterizing the value of edge embeddings in Graph Neural Networksby Dhruv Rohatgi, Tanya Marwah,…