Topological safeguard for evasion attack interpreting the neural networks’ behaviorby Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo…
Descriptive Kernel Convolution Network with Improved Random Walk Kernelby Meng-Chieh Lee, Lingxiao Zhao, Leman AkogluFirst…
Graph convolutional network as a fast statistical emulator for numerical ice sheet modelingby Maryam Rahnemoonfar,…
Asymptotic generalization error of a single-layer graph convolutional networkby O. Duranthon, L. ZdeborováFirst submitted to…
Statistical Guarantees for Link Prediction using Graph Neural Networksby Alan Chung, Amin Saberi, Morgane AusternFirst…
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognitionby Mengyuan Liu, Chen Chen, Songtao Wu,…
Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendationby Thi Linh Hoang, Tuan…
Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learningby Li Sun, Zhenhao Huang, Zixi Wang, Feiyang…
Multi-spatial Multi-temporal Air Quality Forecasting with Integrated Monitoring and Reanalysis Databy Yuxiao Hu, Qian Li,…