Lucas Palazzi, Guanpeng Li, Bo Fang, and Karthik Pattabiraman, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2019. (Acceptance Rate: 31.4%) [ PDF | Talk ] (code)
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Tag Archives: Justin
BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems
Zitao Chen, Guanpeng Li, Karthik Pattabiraman, and Nathan DeBardeleben, The International Conference for High Performance Computing, Networking, Storage, and Analysis (SC), 2019. (Acceptance Rate: 21%) [ PDF | Talk ] ( Code )
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TensorFI: A Configurable Fault Injector for TensorFlow Applications
Guanpeng Li, Karthik Pattabiraman, and Nathan DeBardeleben, Workshop on Software Certification (WoSoCER), 2018, co-located with the IEEE International Symposium on Software Reliability Engineering (ISSRE). 2018. [ PDF | Talk Slides ] (Code)
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Modeling Soft-Error Propagation in Programs
Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael Sullivan, and Timothy Tsai. IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2018. (Acceptance Rate for Regular Papers: 25%) [ PDF | Talk ] (Link to Code) (Best Paper Runner up)
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Modeling Input Dependent Error Propagation in Programs
Guanpeng Li and Karthik Pattabiraman, IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2018. (Acceptance Rate for Regular Papers: 25%) [PDF | Talk] (Link to Code)
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Understanding Error Propagation in Deep-Learning Neural Networks (DNN) Accelerators and Applications
Guanpeng Li, Siva Hari, Michael Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel Emer, Stephen Keckler, International Conference for High-Performance Computing, Networking, Storage and Analysis (SC), 2017. (Acceptance Rate: 19%) [PDF | Talk] (Injector code)
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Configurable Detection of SDC-Causing Errors in Programs
Qining Lu, Guanpeng Li, Karthik Pattabiraman, Meeta Gupta and Jude Rivers, To appear in the ACM Transactions on Embedded Computing Systems (TECS). [ PDF ]
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Understanding Error Propagation in GPGPU Applications
Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher and Pradip Bose, International Conference for High-Performance Computing, Storage and Networking (SC), 2016. (Acceptance Rate: 18%) [PDF | Talk ] (Link to LLFI-GPU) Continue reading
Experience Report: An Application-specific Checkpointing Technique for Minimizing Checkpoint Corruption
Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher and Pradip Bose, Proceedings of the IEEE International Conference on Software Reliability Engineering (ISSRE), 2015. (Accept Rate: 32%). [ PDF | Talk ]
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Automatic Fault Localization for Client-Side JavaScript
Frolin Ocariza, Guanpeng Li, Karthik Pattabiraman and Ali Mesbah, Journal of Software Testing, Verification and Reliability (STVR). [ PDF ]
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