Guan-Peng Li

Most-cited papers

Understanding Error Propagation in Deep Learning Neural Network (DNN) Accelerators and Applications
Guan-Peng Li, S. Hari, Michael B. Sullivan, Timothy Tsai +3 more
2017International Conference for High Performance Computing, Networking, Storage and Analysis629 citations
Semantic Scholar
AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems
Guan-Peng Li, Yiran Li, Saurabh Jha, Timothy Tsai +4 more
2020IEEE International Symposium on Software Reliability Engineering245 citations
Semantic Scholar
Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults
Jiesheng Wei, Anna Thomas, Guan-Peng Li, K. Pattabiraman
20142014 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks186 citations
Semantic Scholar
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction
Zitao Chen, Guan-Peng Li, K. Pattabiraman
2020Dependable Systems and Networks145 citations Open access
Semantic Scholar
BinFI: An Efficient Fault Injector for Safety-Critical Machine Learning Systems
Zitao Chen, Guan-Peng Li, K. Pattabiraman, N. Debardeleben
2019International Conference for High Performance Computing, Networking, Storage and Analysis109 citations
Semantic Scholar
Modeling Soft-Error Propagation in Programs
Guan-Peng Li, K. Pattabiraman, S. Hari, Michael B. Sullivan +1 more
2018Dependable Systems and Networks99 citations
Semantic Scholar
A Survey on Error-Bounded Lossy Compression for Scientific Datasets
Sheng Di, Jinyang Liu, Kai Zhao, Xin Liang +22 more
2024ACM Computing Surveys96 citations Open access
Semantic Scholar
Understanding Error Propagation in GPGPU Applications
Guan-Peng Li, K. Pattabiraman, Chen-Yang Cher, P. Bose
2016International Conference for High Performance Computing, Networking, Storage and Analysis95 citations
Semantic Scholar
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications
Zitao Chen, Niranjhana Narayanan, B. Fang, Guan-Peng Li +2 more
2020IEEE International Symposium on Software Reliability Engineering92 citations Open access
Semantic Scholar
cuSZp: An Ultra-Fast GPU Error-Bounded Lossy Compression Framework with Optimized End-to-End Performance
Yafan Huang, Sheng Di, Xiaodong Yu, Guan-Peng Li +1 more
2023International Conference for High Performance Computing, Networking, Storage and Analysis70 citations Open access
Semantic Scholar
TensorFI: A Configurable Fault Injector for TensorFlow Applications
Guan-Peng Li, K. Pattabiraman, N. Debardeleben
20182018 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)61 citations
Semantic Scholar
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents
Dongming Jiang, Yi Li, Guan-Peng Li, Bing-Zhe Li
2026Annual Meeting of the Association for Computational Linguistics59 citations
Semantic Scholar
PID-Piper: Recovering Robotic Vehicles from Physical Attacks
Pritam Dash, Guan-Peng Li, Zitao Chen, Mehdi Karimibiuki +1 more
2021Dependable Systems and Networks50 citations
Semantic Scholar
CUSZP2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio
Yafan Huang, Sheng Di, Guan-Peng Li, Franck Cappello
2024International Conference for High Performance Computing, Networking, Storage and Analysis43 citations
Semantic Scholar
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression
Sian Jin, Cheng-Ming Zhang, Xintong Jiang, Yunhe Feng +4 more
2021Proceedings of the VLDB Endowment43 citations
Semantic Scholar
Modeling Input-Dependent Error Propagation in Programs
Guan-Peng Li, K. Pattabiraman
2018Dependable Systems and Networks38 citations
Semantic Scholar
Configurable Detection of SDC-causing Errors in Programs
Qi-Ning Lu, Guan-Peng Li, K. Pattabiraman, M. Gupta +1 more
2017ACM Transactions on Embedded Computing Systems33 citations Open access
Semantic Scholar
GPU-Trident: Efficient Modeling of Error Propagation in GPU Programs
Abdul Rehman Anwer, Guan-Peng Li, K. Pattabiraman, Michael B. Sullivan +2 more
2020International Conference for High Performance Computing, Networking, Storage and Analysis28 citations
Semantic Scholar
Automatic fault localization for client‐side JavaScript
Frolin S. Ocariza, Guan-Peng Li, K. Pattabiraman, Ali Mesbah
2016Software testing, verification & reliability28 citations
Semantic Scholar
Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs
Yafan Huang, Shengjian Guo, Sheng Di, Guan-Peng Li +1 more
2022International Conference for High Performance Computing, Networking, Storage and Analysis26 citations
Semantic Scholar
A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection
Lucas Palazzi, Guan-Peng Li, B. Fang, K. Pattabiraman
2019IEEE International Symposium on Software Reliability Engineering26 citations
Semantic Scholar
Fine-Grained Characterization of Faults Causing Long Latency Crashes in Programs
Guan-Peng Li, Qi-Ning Lu, K. Pattabiraman
20152015 45th Annual IEEE/IFIP International Conference on Dependable Systems and Networks26 citations
Semantic Scholar
Fault Injection for TensorFlow Applications
Niranjhana Narayanan, Zitao Chen, B. Fang, Guan-Peng Li +2 more
2023IEEE Transactions on Dependable and Secure Computing23 citations Open access
Semantic Scholar
CUSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation
Jinyang Liu, Jian-Nan Tian, Shixun Wu, Sheng Di +9 more
2023International Conference for High Performance Computing, Networking, Storage and Analysis22 citations Open access
Semantic Scholar
Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication
Zhengyang He, Yafan Huang, Hui Xu, Dingwen Tao +1 more
2023International Conference for High Performance Computing, Networking, Storage and Analysis19 citations Open access
Semantic Scholar
PEPPA-X: Finding Program Test Inputs to Bound Silent Data Corruption Vulnerability in HPC Applications
M. Rahman, Aabid Shamji, Shengjian Guo, Guan-Peng Li
2021International Conference for High Performance Computing, Networking, Storage and Analysis19 citations Open access
Semantic Scholar
Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction
Zitao Chen, Guan-Peng Li, K. Pattabiraman
2020arXiv.org19 citations
Semantic Scholar
Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression
Yafan Huang, Kai Zhao, Sheng Di, Guan-Peng Li +3 more
2023IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing17 citations
Semantic Scholar
A novel memory-efficient deep learning training framework via error-bounded lossy compression
Sian Jin, Guan-Peng Li, S. Song, Dingwen Tao
2020ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming14 citations Open access
Semantic Scholar
A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets
M. Rahman, Sheng Di, Kai Zhao, Robert Underwood +2 more
2023IEEE International Conference on Data Engineering12 citations
Semantic Scholar
Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks
Pritam Dash, Guan-Peng Li, Mehdi Karimibiuki, K. Pattabiraman
2022ACM Asia Conference on Computer and Communications Security10 citations Open access
Semantic Scholar
Evaluating Compiler IR-Level Selective Instruction Duplication with Realistic Hardware Errors
Chun-Kai Chang, Guan-Peng Li, M. Erez
2019Fault Tolerance for HPC at eXtreme Scales Workshop10 citations
Semantic Scholar
Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach
Boyuan Zhang, Yafan Huang, Sheng Di, Fengguang Song +2 more
2025International Conference on Supercomputing9 citations Open access
Semantic Scholar
Understanding Error Propagation in Deep-Learning Neural Networks’ Accelerators and Applications
Guan-Peng Li, S. Hari, Michael B. Sullivan, Timothy Tsai +3 more
2025IEEE design & test9 citations
Semantic Scholar
Investigating the impact of transient hardware faults on deep learning neural network inference
Md Hasanur Rahman, Sabuj Laskar, Guan-Peng Li
2024Software testing, verification & reliability9 citations Open access
Semantic Scholar
TensorFI+: A Scalable Fault Injection Framework for Modern Deep Learning Neural Networks
Sabuj Laskar, M. Rahman, Guan-Peng Li
20222022 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)9 citations
Semantic Scholar
Error Resilient Machine Learning for Safety-Critical Systems: Position Paper
K. Pattabiraman, Guan-Peng Li, Zitao Chen
2020IEEE International Symposium on On-Line Testing and Robust System Design9 citations
Semantic Scholar
Characterizing Deep Learning Neural Network Failures Between Algorithmic Inaccuracy and Transient Hardware Faults
Sabuj Laskar, M. Rahman, Bohan Zhang, Guan-Peng Li
2022Pacific Rim International Symposium on Dependable Computing8 citations
Semantic Scholar
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution
Dongming Jiang, Yi Li, Guan-Peng Li, Qian-Nan Li +1 more
2026arXiv.org7 citations
Semantic Scholar
GPU Lossy Compression for HPC Can Be Versatile and Ultra-Fast
Yafan Huang, Sheng Di, Guan-Peng Li, Franck Cappello
2025International Conference on Software Composition7 citations Open access
Semantic Scholar
Improving the Accuracy of IR-Level Fault Injection
Lucas Palazzi, Guan-Peng Li, B. Fang, K. Pattabiraman
2022IEEE Transactions on Dependable and Secure Computing7 citations
Semantic Scholar
Experience report: An application-specific checkpointing technique for minimizing checkpoint corruption
Guan-Peng Li, K. Pattabiraman, Chen-Yong Cher, P. Bose
2015IEEE International Symposium on Software Reliability Engineering7 citations
Semantic Scholar
Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications
Md Hasanur Rahman, Sheng Di, Shengjian Guo, Xiao-Yi Lu +2 more
2024IEEE International Parallel and Distributed Processing Symposium6 citations
Semantic Scholar
LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs
Baodi Shan, Aabid Shamji, Jian-Nan Tian, Guan-Peng Li +1 more
20202020 IEEE International Conference on Big Data (Big Data)6 citations Open access
Semantic Scholar
V-Mem: Modality-Routed Retrieval for Long-Term Multimodal Agentic Memory
Ding-Yi Kang, Dongming Jiang, Yi Li, Guan-Peng Li +1 more
20265 citations
Semantic Scholar
FedEFsz: Fair Cross-Silo Federated Learning System With Error-Bounded Lossy Compression
Zhaorui Zhang, Sheng Di, Benben Liu, Zhuo-Ran Ji +5 more
2025IEEE Transactions on Parallel and Distributed Systems5 citations
Semantic Scholar
FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems
Zhonghao Chen, Wei-Cong Chen, Duo Zhang, Kibaek Kim +3 more
2025IFIP International Information Security Conference5 citations Open access
Semantic Scholar
SZOps: Scalar Operations for Error-bounded Lossy Compressor for Scientific Data
Tripti Agarwal, Sheng Di, Jia-Jun Huang, Yafan Huang +6 more
2024SC24-W: Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis5 citations
Semantic Scholar
HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data
Tripti Agarwal, Sheng Di, Jia-Jun Huang, Yafan Huang +6 more
2024arXiv.org5 citations
Semantic Scholar
Hardening selective protection across multiple program inputs for HPC applications
Yafan Huang, Shengjian Guo, Sheng Di, Guan-Peng Li +1 more
2022ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming5 citations
Semantic Scholar