Chengxu Yang (杨程旭)

I’m a 4th-year PhD student in EECS, Peking University, advised by Prof. Xuanzhe Liu. Here is my cv.

I got my B.S. degree in Computer Science from Peking University in 2019.

My research interest is machine learning system and data compliance. I am now on the industrial job market.

Email: yangchengxu.pku.edu.cn

Accepted Papers

• [TOSEM 23] Adonis: Practical and Efficient Control Flow Recovery through OS-Level Traces [pdf] [code] (advisor as the first author)

  Xuanzhe Liu, Chengxu Yang, Ding Li, Yuhan Zhou, Shaofei Li, Jiali Chen, Zhenpeng Chen

• [TMC 22] Flash: Heterogeneity-aware federated learning at scale [pdf] [code]

  Chengxu Yang, Mengwei Xu, Qipeng Wang, Zhenpeng Chen, Kang Huang, Yun Ma, Kaigui Bian, Gang Huang, Yunxin Liu, Xin Jin, Xuanzhe Liu

• [ESEC/FSE 21] TaintStream: Fine-Grained Taint Tracking for Big Data Platforms through Dynamic Code Translation [pdf] [code]

  Chengxu Yang, Yuanchun Li, Mengwei Xu, Zhenpeng Chen, Yunxin Liu, Gang Huang, Xuanzhe Liu

• [WWW 21] Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data [pdf] [code]

  Chengxu Yang, , Mengwei Xu, Zhenpeng Chen, Kaigui Bian, Yunxin Liu, Xuanzhe Liu

Honors and Awards

1. 2023, Huawei Scholarship, Huawei

2. 2022, Outstanding Scientific Research Award, Peking University

3. 2021, President Scholarship, Peking University

4. 2020, Merit Student, Peking University

5. 2018, Wangshengdi Scholarship, EECS, Peking University

6. 2018, Merit Student, Peking University

7. 2016, TP-Link Scholarship, EECS, Peking University

Teaching Experience

1. Undergraduate Student Instructor, EECS, Peking University (Sep, 2019 - Now)

2. Teaching Assistant, Introduction to C++ Programming Language (Undergraduate), Peking University (Fall 2021)

3. Teaching Assistant, Distributed Machine Learning Systems (Graduate), Peking University (Fall 2020)

4. Teaching Assistant, Introduction to C++ Programming Language (Undergraduate), Peking University (Fall 2019)