Kang, Qiyu

19 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

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

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 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

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