About

I am a Ph.D. candidate in Electrical and Computer Engineering at the University of Florida, advised by Dr. Guanpeng Li, and expect to graduate in Spring 2027. Before coming to UF, I earned my Master's degree in Computer Science (2022) and my Bachelor's degree in Computer Science (2019) from the University of Iowa.

My research focuses on approximate computing, GPU lossy compression, HPC fault tolerance, and autonomous driving safety.

Publications

ICSE'27

Naturally Resilient Code: Zero-Overhead Source-Level Choices for Reducing Silent Data Corruption

Bohan Zhang, Hoang Nguyen, Mahadev Sagi, Lishan Yang, Guanpeng Li

IEEE/ACM International Conference on Software Engineering (ICSE), 2027

SC'26

From Error-Bounded to Fixed-Ratio: Efficient Sampling-Guided GPU Lossy Compression

Bohan Zhang, Yafan Huang, Sheng Di, Guanpeng Li

The International Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2026

ISSRE'26

Resilience for Free: Exploiting Performance-Neutral Redundancy in HPC

Zhengyang He, Bohan Zhang, Guanpeng Li

IEEE International Symposium on Software Reliability Engineering (ISSRE), 2026

Cloud Summit'26

Towards Building Reliable Machine Learning Surrogates for Scientific Applications

Bohan Zhang, Wenqian Dong, Guanpeng Li

IEEE Cloud Summit, 2026

QRS'22

SALUS: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems

Bohan Zhang, Yafan Huang, Guanpeng Li

IEEE International Conference on Software Quality, Reliability, and Security (QRS), 2022

PRDC'22

Characterizing Deep Learning Neural Network Failures between Algorithmic Inaccuracy and Transient Hardware Faults

Sabuj Laskar, Md Hasanur Rahman, Bohan Zhang, Guanpeng Li

IEEE Pacific Rim International Symposium on Dependable Computing (PRDC), 2022

News

  • "Naturally Resilient Code" accepted to ICSE'27.
  • Passed my proposal examination and advanced to Ph.D. candidacy.
  • MILIO accepted to SC'26.
  • "Resilience for Free" accepted to ISSRE'26.
  • PALM, our work on reliable ML surrogates for scientific applications, accepted to IEEE Cloud Summit 2026.
Earlier news
  • SALUS accepted to QRS'22.

Education

  • Ph.D. in Electrical and Computer Engineering
    University of Florida · Advisor: Prof. Guanpeng Li
  • M.C.S. in Computer Science
    University of Iowa
  • B.S. in Computer Science
    University of Iowa