Guanpeng Li

Guanpeng Li profile picture
Assistant Professor
guanpeng-li@uiowa.edu

Office: 
101G MLH
Office Hours: 
3620: TTh 1-2:30; 4980:2: TTh 2:30-4, or by appointment
Telephone: 
467-3145
https://homepage.divms.uiowa.edu/~guanpli/

Research interests

  1. Fault-tolerant systems
  2. Machine learning dependability
  3. Software testing

Selected publications 

  • Guanpeng Li, Yiran Li, Saurabh Jha, Tim Tsai, Mike Sullivan, Siva Hari, Zbigniew Kalbarczyk and Ravi Iyer. AV-Fuzzer: Finding Safety Violations in Autonomous Driving Systems. IEEE International Conference on Software Reliability Engineering, 2020
  • Guanpeng Li, Karthik Pattabiraman, Siva Hari, Mike Sullivan, and Tim Tsai. Modeling Soft-Error Propagation in Programs. IEEE/IFIP International Conference on Dependable Systems and Networks, 2018
  • Guanpeng Li, Siva Hari, Mike Sullivan, Tim Tsai, Karthik Pattabiraman, Joel Emer, and Steve Keckler. Understanding Error Propagation in Deep-Learning Neural Network (DNN) Accelerators and Applications, IEEE/ACM International Conference for High-Performance Computing, Networking, Storage and Analysis, 2017
  • Guanpeng Li, Qining Lu, and Karthik Pattabiraman. Fined-grained Characterization of Long Latency Causing Crashes in Programs. IEEE/IFIP International Conference on Dependable Systems and Networks, 2015