Bo-Zhong Chen (陳柏仲)

Education

• 2024 - Present  M.S., Department of Computer Science, National Yang Ming Chiao Tung University, Taiwan

  • advisor:  Prof. Yi-Ping You

• 2020 - 2024 B.S., Department of Computer Science and Information Engineering, National Chung Cheng University, Taiwan. 

• • advisor:  Prof. Jian-Jhih Kuo

Research Interest

• Federated Learning

• Adversarial Attack

• Compiler Auto-tuning

• AI Compiler

Publication List 

Remark: underlined authors are my advisor.

1. Yu-Wen Chen, Bo-Hsu Ke, Yen-Xin Wang, Shih-Heng Lin, Ming-Han Tsai, Bo-Zhong Chen, Jian-Jhih Kuo, Ren-Hung Hwang, "Feature Distraction Based Backdoor Defense for Federated Trained Intrusion Detection System," in IEEE GLOBECOM 2024.

2. Shu-Wei Chang, Jian-Jhih Kuo, Mong-Jen Kao, Bo-Zhong Chen, and Qian-Jing Wang, “Near-Optimal UAV Deployment for Delay-Bounded Data Collection in IoT Networks,” in IEEE INFOCOM 2024.

3. Yu-Wen Chen, Bo-Hsu Ke, Bo-Zhong Chen, Si-Rong Chiu, Chun-Wei Tu, Jian-Jhih Kuo, "Knowledge Distillation Based Defense for Audio Trigger Backdoor in Federated Learning, " in IEEE GLOBECOM 2023.

4. Yu-Wen Chen, Bo-Hsu Ke, Bo-Zhong Chen, Si-Rong Chiu, Chun-Wei Tu, Jian-Jhih Kuo, "Successive Interference Cancellation Based Defense for Trigger Backdoor in Federated Learning," in IEEE ICC 2023.

Honors

• Academic Achievement Award in 2024 Fall Semester 

• College Student Research Scholarship, NSTC, Taiwan (collaborate with Bo-Hsu Ke, 2023)

• The 2024 ICPC Asia Taiwan Online Programming Contest – Silver Award

• The 2023 ICPC Asia Taoyuan Regional Programming Contest – Bronze Award

• The 2023 ICPC Asia Taiwan Online Programming Contest – Silver Award

• The 2022 ICPC Asia Taoyuan Regional Programming Contest – Bronze Award

• President’s Award in 2021, 2022 Spring Semester

Skills

• Languages: C, C++, Python 

• Compiler and ML Frameworks: LLVM, TVM, PyTorch

• Tools: Git, Docker, Linux, Latex, Makefile