Yuxiang Zhang
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Yuxiang Zhang High-Throughtput Computing Research Center, State Key Labrotory of Processors |
About Me
I am about to become a final-year graduate student(expected to graduate in 2025) at Institute of Computing Technology, CAS, 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 2024] My first conference paper as first author, was accepted by Euro-Par'24.
[Apr 2024] Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack get Good-Good-Fair scores by IEEE TKDE reviewers. Hope resubmission can make it accept!
Research Interests
My general research interests lie in Graph Representation Learning, with a particular emphasis on the following topics:Graph Data-mining:
- 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
- [VLDB'23 to TKDE, CCF-A]
Graph-based Adversarial Attack:
- 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
-[Euro-Par 24', CCF-B]
Honors & Awards
[2024] Merit Student of University of Chinese Academy of Sciences.
[2022] Summa Cum Laude of Xidian University.
[2021] First Class Scholarship of Xidian University.
[2020] Chinese National Scholarship.
[2019] Chinese National Scholarship.
