Kai Zhao

PhD student, Nanyang Technological University

Joined

May 2022

Names

Kai Zhao (Preferred)

Zhao Kai

Emails

****@ntu.edu.sg (Confirmed)

****@e.ntu.edu.sg (Confirmed)

****@gmail.com (Confirmed)

Personal Links

ORCID

Career & Education History

PhD student

Nanyang Technological University (ntu.edu.sg)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Wee Peng Tay

2021 – Present

Expertise

No areas of expertise listed

Publications

Simple Graph Contrastive Learning via Fractional-order Neural Diffusion Networks
Yanan Zhao, Feng Ji, Kai Zhao, Xuhao Li, Qiyu Kang, Wenfei Liang, Yahya Alkhatib, Xingchao Jian, Wee Peng Tay
- Submitted to ICML 2025
- Readers: Everyone
Rethinking Graph Neural Networks From A Geometric Perspective Of Node Features
Feng Ji, Yanan Zhao, Kai Zhao, Hanyang Meng, Jielong Yang, Wee Peng Tay
- ICLR 2025 Poster
- Readers: Everyone
Distributed-Order Fractional Graph Operating Network
Kai Zhao, Xuhao Li, Qiyu Kang, Feng Ji, Qinxu Ding, Yanan Zhao, Wenfei Liang, Wee Peng Tay
- NeurIPS 2024 spotlight
- Readers: Everyone
Advancing Graph Neural Networks Through Joint Time-Space Dynamics
Qiyu Kang, Yanan Zhao, Kai Zhao, Xuhao Li, Qinxu Ding, Wee Peng Tay, Sijie Wang
- DLDE III Poster
- Readers: Everyone
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
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
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
- ICLR 2024 spotlight
- Readers: Everyone
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach
Kai Zhao, Qiyu Kang, Yang Song, Rui She, Sijie Wang, Wee Peng Tay
- NeurIPS 2023 spotlight
- Readers: Everyone
Node Embedding from Neural Hamiltonian Orbits in Graph Neural Networks
Qiyu Kang, Kai Zhao, Yang Song, Sijie Wang, Wee Peng Tay
- ICML 2023 Poster
- Readers: Everyone
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 Poster
- Readers: Everyone
NEURAL HAMILTONIAN FLOWS IN GRAPH NEURAL NETWORKS
Qiyu Kang, Kai Zhao, Yang Song, Sijie Wang, Wee Peng Tay
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 13 publications