Yuxiang Zhang

Yuxiang Zhang Graduate Student High-Throughtput Computing Research Center, State Key Labrotory of Processors Institute of Computing Technology Chinese Academy of Sciences Email: zhangyuxiang22s@ict.ac.cn / yuxiangzhang@hkust-gz.edu.cn Google Scholar Quote that I love most: If I were given one hour to save the planet, I would spend 59 minutes defining the problem and one minute resolving it

About Me

I am a final-year graduate student(expected to graduate in 2025) at Institute of Computing Technology, Chinese Academy of Sciences, feeling fortunate to learn from Prof. Xiaochun Ye. Before that, I got my B.S degree at Xidian University and got recommended to manage for my M.S degree of Computer Science and Technology in ICT, CAS. My research interest includes Graph Representation Learning, Graph-based Adversarial Attack and Trust-worthy AI.

Top News

• [May 2025] Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack is accepted by IEEE Transactions on Knowledge and Data Engineering.

• [May 2024] Disttack: Graph Adversarial Attacks Toward Distributed GNN Training is accepted by Euro-Par'24.

Research Interests

• Graph Data-mining:
  - [IEEE TKDE, CCF-A] Revealing the Role of Edges in Graph Representation Learning: Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack
  - Authors : Xin Liu^†, Yuxiang Zhang^†, Meng Wu, Mingyu Yan, Kun He, Wei Yan, Shirui Pan, Xiaochun Ye, and Dongrui Fan
  - ^†Equal contribution
  

• Graph-based Adversarial Attack:
  - [Euro-Par 24', CCF-B] Adversarial Attack Toward Distributed GNN Training: Disttack: Graph Adversarial Attacks Toward Distributed GNN Training
  - Authors: Yuxiang Zhang, Xin Liu, Meng Wu, Mingyu Yan, Wei Yan, Xiaochun Ye, and Dongrui Fan
  

Honors & Awards

• [2025] Outstanding Graduate Thesis Award of Institute of Computing Technology, CAS

• [2024] Merit Student of University of Chinese Academy of Sciences.

• [2022] Summa Cum Laude of Xidian University.

• [2022] First Class Scholarship for Final-year Undergraduates of Xidian University.

• [2020] Chinese National Scholarship for Undergraduates.

• [2019] Chinese National Scholarship for Undergraduates.