About Me
I am currently a first-year Ph.D. student in Computer Science at Purdue University, advised by Prof. Xiangyu Zhang. Before joining Purdue, I received both of my M.Eng. degree and B.Eng. degree in Computer Science from Shanghai Jiao Tong University (SJTU), where I was supervised by Prof. Ruhui Ma and Prof. Tao Song. I also worked with Prof. Yang Hua, and Prof. Hao Wang.
My research interests center around AI Security, especially for the security and fairness issues in Federated Learning and Large Language Models.
News
- [Feb. 2024] Our paper “Siren+: Robust Federated Learning with Proactive Alarming and Differential Privacy.” is accepted by IEEE TDSC.
- [Aug. 2021] Our paper “Siren: Byzantine-robust Federated Learning via Proactive Alarming.” is accepted by SoCC 2021.
- [Aug. 2021] Our paper “SpaceDML: Enabling Distributed Machine Learning in Space Information Networks.” is accepted by IEEE Network.
Publications
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TDSC
Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Ruhui Ma, Xiulang Jin, Zhengui Xue, Haibing Guan
IEEE Transactions on Dependable and Secure Computing (TDSC), 2024.
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SoCC
Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, Haibing Guan
ACM Symposium on Cloud Computing (SoCC), 2021.
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Network
Hanxi Guo, Qing Yang, Hao Wang, Yang Hua, Tao Song, Ruhui Ma, Haibing Guan
IEEE Network, 2021.
Education
Ph.D. in Computer Science
- Purdue University
- Aug. 2023 - Present
- Advised by Prof. Xiangyu Zhang
M.Eng. in Computer Technology
- Shanghai Jiao Tong University
- Sept. 2020 - Mar. 2023
- Advised by Prof. Ruhui Ma and Prof. Tao Song
B.Eng. in Computer Science and Technology (IEEE Honor Class)
- Shanghai Jiao Tong University
- Sept. 2016 - Jun. 2020
- Advised by Prof. Ruhui Ma and Prof. Tao Song
Work Experience
Graduate Technical Intern
- Intel Asia-Pacific Research and Development Ltd.
- Oct. 2020 - Mar. 2023
- Advised by Ningxin Hu
Student Developer
- Google Summer of Code
- May 2021 - Sep. 2021
- Project: Accelerate OpenCV.js DNN via WebNN (merged to OpenCV: link)
Talks
Accelerate OpenCV.js DNN Module via WebNN
Siren: Byzantine-robust Federated Learning via Proactive Alarming
Awards
Shanghai Outstanding Graduate
- The highest honor for graduates in Shanghai, PRC.
- Shanghai Municipal Education Commission, Mar. 2023.
National Scholarship for Graduate Students
- Top 0.2% nationwide.
- Ministry of Education of the People's Republic of China, Dec. 2021.
Services
Conference Reviewers
Journal Reviewers
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