Yang Song

Researcher, C3 AI

Joined

May 2021

Names

Yang Song (Preferred)

Emails

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

,

****@connect.polyu.hk (Confirmed)

,

****@c3.ai (Confirmed)

Personal Links

Career & Education History

Researcher

C3 AI (c3.ai)

2022 – Present

Postdoc

Nanyang Technological University (ntu.edu.sg)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

adversarial robustness

Present

graph neural network

Present

Publications

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
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
On the Robustness of Graph Neural Diffusion to Topology Perturbations
Yang Song, QIYU KANG, Sijie Wang, Zhao Kai, Wee Peng Tay
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Preserving Trajectory Privacy in Driving Data Release
Yi Xu, Chong Xiao Wang, Yang Song, Wee Peng Tay
- 2022 (modified: 18 Nov 2022)
- ICASSP 2022
- Readers: Everyone
On the Robustness of Graph Neural Diffusion to Topology Perturbations
Yang Song, Qiyu Kang, Sijie Wang, Zhao Kai, Wee Peng Tay
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks
QIYU KANG, Yang Song, Qinxu Ding, Wee Peng Tay
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks
Yang Song, Qiyu Kang, Wee Peng Tay
- 2021 (modified: 18 Nov 2022)
- AAAI 2021
- Readers: Everyone

View all 16 publications

Co-Authors