Tay, Wee Peng

26 publications

AAAI 2025 Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation Qiyu Kang, Xuhao Li, Kai Zhao, Wenjun Cui, Yanan Zhao, Weihua Deng, Wee Peng Tay
CVPR 2025 Multi-Modal Aerial-Ground Cross-View Place Recognition with Neural ODEs Sijie Wang, Rui She, Qiyu Kang, Siqi Li, Disheng Li, Tianyu Geng, Shangshu Yu, Wee Peng Tay
NeurIPS 2025 Neural Fractional Attention Differential Equations Qiyu Kang, Wenjun Cui, Xuhao Li, Yuxin Ma, Xueyang Fu, Wee Peng Tay, Yidong Li, Zheng-Jun Zha
AAAI 2025 Neural Variable-Order Fractional Differential Equation Networks Wenjun Cui, Qiyu Kang, Xuhao Li, Kai Zhao, Wee Peng Tay, Weihua Deng, Yidong Li
ICLR 2025 Rethinking Graph Neural Networks from a Geometric Perspective of Node Features Feng Ji, Yanan Zhao, Kai Zhao, Hanyang Meng, Jielong Yang, Wee Peng Tay
ICCV 2025 UAVScenes: A Multi-Modal Dataset for UAVs Sijie Wang, Siqi Li, Yawei Zhang, Shangshu Yu, Shenghai Yuan, Rui She, Quanjiang Guo, JinXuan Zheng, Ong Kang Howe, Leonrich Chandra, Shrivarshann Srijeyan, Aditya Sivadas, Toshan Aggarwal, Heyuan Liu, Hongming Zhang, Chujie Chen, Junyu Jiang, Lihua Xie, Wee Peng Tay
AAAI 2024 Coupling Graph Neural Networks with Fractional Order Continuous Dynamics: A Robustness Study Qiyu Kang, Kai Zhao, Yang Song, Yihang Xie, Yanan Zhao, Sijie Wang, Rui She, Wee Peng Tay
AAAI 2024 DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition Sijie Wang, Rui She, Qiyu Kang, Xingchao Jian, Kai Zhao, Yang Song, Wee Peng Tay
NeurIPS 2024 Distributed-Order Fractional Graph Operating Network Kai Zhao, Xuhao Li, Qiyu Kang, Feng Ji, Qinxu Ding, Yanan Zhao, Wenfei Liang, Wee Peng Tay
ICML 2024 Graph Neural Networks with a Distribution of Parametrized Graphs See Hian Lee, Feng Ji, Kelin Xia, Wee Peng Tay
TMLR 2024 Heterogeneous Graph Adaptive Flow Network Lu Yiqi, Feng Ji, Wee Peng Tay
TMLR 2024 Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks See Hian Lee, Feng Ji, Wee Peng Tay
AAAI 2024 PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations Rui She, Sijie Wang, Qiyu Kang, Kai Zhao, Yang Song, Wee Peng Tay, Tianyu Geng, Xingchao Jian
ICLR 2024 Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND Qiyu Kang, Kai Zhao, Qinxu Ding, Feng Ji, Xuhao Li, Wenfei Liang, Yang Song, Wee Peng Tay
NeurIPSW 2023 Advancing Graph Neural Networks Through Joint Time-Space Dynamics Qiyu Kang, Yanan Zhao, Kai Zhao, Xuhao Li, Qinxu Ding, Wee Peng Tay, Sijie Wang
NeurIPS 2023 Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach Kai Zhao, Qiyu Kang, Yang Song, Rui She, Sijie Wang, Wee Peng Tay
NeurIPSW 2023 Coupling Graph Neural Networks with Non-Integer Order Dynamics: A Robustness Study Qiyu Kang, Kai Zhao, Yang Song, Yihang Xie, Yanan Zhao, Sijie Wang, Rui She, Wee Peng Tay
IJCAI 2023 Graph Neural Convection-Diffusion with Heterophily Kai Zhao, Qiyu Kang, Yang Song, Rui She, Sijie Wang, Wee Peng Tay
CVPR 2023 HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion Sijie Wang, Qiyu Kang, Rui She, Wei Wang, Kai Zhao, Yang Song, Wee Peng Tay
ICML 2023 Leveraging Label Non-Uniformity for Node Classification in Graph Neural Networks Feng Ji, See Hian Lee, Hanyang Meng, Kai Zhao, Jielong Yang, Wee Peng Tay
ICML 2023 Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks Qiyu Kang, Kai Zhao, Yang Song, Sijie Wang, Wee Peng Tay
AAAI 2023 RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Andreas Hartmannsgruber, Diego Navarro Navarro
NeurIPS 2022 On the Robustness of Graph Neural Diffusion to Topology Perturbations Yang Song, Qiyu Kang, Sijie Wang, Kai Zhao, Wee Peng Tay
IJCAI 2022 SGAT: Simplicial Graph Attention Network See Hian Lee, Feng Ji, Wee Peng Tay
AAAI 2021 Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks Yang Song, Qiyu Kang, Wee Peng Tay
NeurIPS 2021 Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks Qiyu Kang, Yang Song, Qinxu Ding, Wee Peng Tay