Guanpeng Li

According to our database1, Guanpeng Li authored at least 21 papers between 2014 and 2020.

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Bibliography

2020
A Novel Memory-Efficient Deep Learning Training Framework via Error-Bounded Lossy Compression.
CoRR, 2020

LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs.
CoRR, 2020

Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction.
CoRR, 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

AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems.
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.
Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

Error Resilient Machine Learning for Safety-Critical Systems: Position Paper.
Proceedings of the 26th IEEE International Symposium on On-Line Testing and Robust System Design, 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
TensorFI: A Configurable Fault Injector for TensorFlow Applications.
Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

Modeling Soft-Error Propagation in Programs.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Modeling Input-Dependent Error Propagation in Programs.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

2017
Configurable Detection of SDC-causing Errors in Programs.
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

Modeling Error Propagation in Programs.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017

2016
Automatic fault localization for client-side JavaScript.
Softw. Test. Verification Reliab., 2016

Understanding error propagation in GPGPU applications.
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

Fine-Grained Characterization of Faults Causing Long Latency Crashes in Programs.
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


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