Guanpeng Li
Orcid: 0000-0001-7773-7826
According to our database1,
Guanpeng Li
authored at least 44 papers
between 2014 and 2023.
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Bibliography
2023
IEEE Trans. Dependable Secur. Comput., 2023
CoRR, 2023
cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance.
Proceedings of the International Conference for High Performance Computing, 2023
Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication.
Proceedings of the International Conference for High Performance Computing, 2023
Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023
A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Investigating the Impact of High-Level Software Design on Low-Level Hardware Fault Resilience.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023
Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
2022
IEEE Trans. Dependable Secur. Comput., 2022
CoRR, 2022
Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs.
Proceedings of the SC22: International Conference for High Performance Computing, 2022
Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems.
Proceedings of the 22nd IEEE International Conference on Software Quality, 2022
Characterizing Deep Learning Neural Network Failures Between Algorithmic Inaccuracy and Transient Hardware Faults.
Proceedings of the 27th IEEE Pacific Rim International Symposium on Dependable Computing, 2022
Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022
D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022
TensorFI+: A Scalable Fault Injection Framework for Modern Deep Learning Neural Networks.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022
2021
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression.
Proc. VLDB Endow., 2021
PEPPA-X: finding program test inputs to bound silent data corruption vulnerability in HPC applications.
Proceedings of the International Conference for High Performance Computing, 2021
A novel memory-efficient deep learning training framework via error-bounded lossy compression.
Proceedings of the PPoPP '21: 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
2020
CoRR, 2020
Proceedings of the International Conference for High Performance Computing, 2020
Demonstration of 214Gbps Per Lane IM/DD PAM-4 Transmission using O-Band 35GHz-Class EML with Advanced MLSE and KP4-FEC.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020
Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design, 2020
LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
<i>BinFI</i>: an efficient fault injector for safety-critical machine learning systems.
Proceedings of the International Conference for High Performance Computing, 2019
Evaluating Compiler IR-Level Selective Instruction Duplication with Realistic Hardware Errors.
Proceedings of the 9th IEEE/ACM Workshop on Fault Tolerance for HPC at eXtreme Scale, 2019
A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019
2018
Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018
2017
ACM Trans. Embed. Comput. Syst., 2017
Understanding error propagation in deep learning neural network (DNN) accelerators and applications.
Proceedings of the International Conference for High Performance Computing, 2017
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017
2016
Softw. Test. Verification Reliab., 2016
Proceedings of the International Conference for High Performance Computing, 2016
2015
Experience report: An application-specific checkpointing technique for minimizing checkpoint corruption.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015
Proceedings of the 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2015
2014
Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults.
Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014