Guanpeng Li

78 papers A* 1A 30B 3C 4Misc 1Journal 24Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoSA: Compressed Sensing-Based Adaptation of Large Language Models.
CoRR
Songtao Wei, Yi Li, Bohan Zhang, Zhichun Guo, Ying Huang, Yuede Ji, Miao Yin, Guanpeng Li, Bingzhe Li
2026 J jnl
Feed-Forward Controller-Based Recovery for Robotic Vehicles From Physical Attacks.
IEEE Trans. Dependable Secur. Comput.
Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman
2026 J jnl
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents.
CoRR
Dongming Jiang, Yi Li, Guanpeng Li, Bingzhe Li
2025 J jnl
A Survey on Error-Bounded Lossy Compression for Scientific Datasets.
ACM Comput. Surv.
Sheng Di, Jinyang Liu, Kai Zhao, Xin Liang, Robert Underwood, Zhaorui Zhang, Milan Shah, Yafan Huang, Jiajun Huang, Xiaodong Yu, Congrong Ren, Hanqi Guo, Grant Wilkins, Dingwen Tao, Jiannan Tian, Sian Jin, Zizhe Jian, Daoce Wang, Md Hasanur Rahman, Boyuan Zhang, Shihui Song, Jon Calhoun, Guanpeng Li, Kazutomo Yoshii, Khalid Ayedh Alharthi, Franck Cappello
2025 — conf
Characterizing Spatial Data Traits for Modeling Generic Lossy Rate-Distortion Quality.
IPDPS (Workshops)
Md Hasanur Rahman, Sheng Di, Guanpeng Li, Franck Cappello
2025 A conf
Deploying Lightweight Input-Aware Selective Instruction Duplication in HPC Applications.
SC
Md Hasanur Rahman, Guanpeng Li
2025 Misc conf
FedDES: Discrete Event Based Performance Simulation for Federated Learning Systems.
SEC
Zhonghao Chen, Weicong Chen, Duo Zhang, Kibaek Kim, Guanpeng Li, Sheng Di, Xiaoyi Lu
2025 J jnl
FedEFsz: Fair Cross-Silo Federated Learning System With Error-Bounded Lossy Compression.
IEEE Trans. Parallel Distributed Syst.
Zhaorui Zhang, Sheng Di, Benben Liu, Zhuoran Ji, Guanpeng Li, Xiaoyi Lu, Amelie Chi Zhou, Khalid Ayedh Alharthi, Jiannong Cao
2025 J jnl
GEREM: Fast and Precise Error Resilience Assessment for GPU Microarchitectures.
IEEE Trans. Parallel Distributed Syst.
Jingweijia Tan, Xurui Li, An Zhong, Kaige Yan, Xiaohui Wei, Guanpeng Li
2025 A conf
GPU Lossy Compression for HPC Can Be Versatile and Ultra-Fast.
SC
Yafan Huang, Sheng Di, Guanpeng Li, Franck Cappello
2025 J jnl
GPZ: GPU-Accelerated Lossy Compressor for Particle Data.
CoRR
Ruoyu Li, Yafan Huang, Longtao Zhang, Zhuoxun Yang, Sheng Di, Jiajun Huang, Jinyang Liu, Jiannan Tian, Xin Liang, Guanpeng Li, Hanqi Guo, Franck Cappello, Kai Zhao
2025 — conf
Lightweight CNN-Based Artifact Reduction for Scientific Error-bounded Lossy Compression.
SC Workshops
Zizhe Jian, Pu Jiao, Bohan Zhang, Sheng Di, Xin Liang, Guanpeng Li, Huangliang Dai, Zizhong Chen, Franck Cappello
2025 — conf
Lossy Parallel Visualization of Large-Scale Volume Data with Error-Bounded Image Compositing.
IPDPS (Workshops)
Yongfeng Qiu, Yuxiao Li, Xin Liang, Yafan Huang, Guanpeng Li, Sheng Di, Franck Cappello, Hanqi Guo
2025 — conf
Lossy Parallel Visualization of Large-Scale Volume Data with Error-Bounded Image Compositing.
LDAV
Yongfeng Qiu, Yuxiao Li, Xin Liang, Yafan Huang, Guanpeng Li, Sheng Di, Franck Cappello, Hanqi Guo
2025 C conf
Modeling Rate-Distortion for Endpoint-Aware Lossy Compression in Scientific Data Transfer.
IPCCC
Md Hasanur Rahman, Sheng Di, Guanpeng Li, Franck Cappello
2025 A conf
Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach.
ICS
Boyuan Zhang, Yafan Huang, Sheng Di, Fengguang Song, Guanpeng Li, Franck Cappello
2025 J jnl
Understanding Error Propagation in Deep-Learning Neural Networks' Accelerators and Applications.
IEEE Des. Test
Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2025 A conf
Understanding Error Sensitivity in Checkpointing for Linear System Solvers.
HPDC
Bohan Zhang, Yafan Huang, Jerry Li, Guanpeng Li
2025 A conf
lsCOMP: Efficient Light Source Compression.
SC
Yafan Huang, Sheng Di, Robert Underwood, Peco Myint, Miaoqi Chu, Guanpeng Li, Nicholas Schwarz, Franck Cappello
2024 A conf
A Fast Low-Level Error Detection Technique.
DSN
Zhengyang He, Hui Xu, Guanpeng Li
2024 J jnl
A Survey on Error-Bounded Lossy Compression for Scientific Datasets.
CoRR
Sheng Di, Jinyang Liu, Kai Zhao, Xin Liang, Robert Underwood, Zhaorui Zhang, Milan Shah, Yafan Huang, Jiajun Huang, Xiaodong Yu, Congrong Ren, Hanqi Guo, Grant Wilkins, Dingwen Tao, Jiannan Tian, Sian Jin, Zizhe Jian, Daoce Wang, Md Hasanur Rahman, Boyuan Zhang, Jon C. Calhoun, Guanpeng Li, Kazutomo Yoshii, Khalid Ayedh Alharthi, Franck Cappello
2024 A conf
Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks.
AsiaCCS
Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
2024 A conf
Druto: Upper-Bounding Silent Data Corruption Vulnerability in GPU Applications.
IPDPS
Md Hasanur Rahman, Sheng Di, Shengjian Guo, Xiaoyi Lu, Guanpeng Li, Franck Cappello
2024 J jnl
HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data.
CoRR
Tripti Agarwal, Sheng Di, Jiajun Huang, Yafan Huang, Ganesh Gopalakrishnan, Robert Underwood, Kai Zhao, Xin Liang, Guanpeng Li, Franck Cappello
2024 J jnl
Investigating the impact of transient hardware faults on deep learning neural network inference.
Softw. Test. Verification Reliab.
Md Hasanur Rahman, Sabuj Laskar, Guanpeng Li
2024 A conf
NVMe-oPF: Designing Efficient Priority Schemes for NVMe-over-Fabrics with Multi-Tenancy Support.
IPDPS
Darren Ng, Andrew Lin, Arjun Kashyap, Guanpeng Li, Xiaoyi Lu
2024 — conf
SZOps: Scalar Operations for Error-bounded Lossy Compressor for Scientific Data.
SC Workshops
Tripti Agarwal, Sheng Di, Jiajun Huang, Yafan Huang, Ganesh Gopalakrishnan, Robert Underwood, Kai Zhao, Xin Liang, Guanpeng Li, Franck Cappello
2024 A conf
Versatile Datapath Soft Error Detection on the Cheap for HPC Applications.
SC
Yafan Huang, Sheng Di, Zhaorui Zhang, Xiaoyi Lu, Guanpeng Li
2024 J jnl
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training.
CoRR
Yi Li, Zhichun Guo, Guanpeng Li, Bingzhe Li
2024 A conf
cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation.
SC
Jinyang Liu, Jiannan Tian, Shixun Wu, Sheng Di, Boyuan Zhang, Robert Underwood, Yafan Huang, Jiajun Huang, Kai Zhao, Guanpeng Li, Dingwen Tao, Zizhong Chen, Franck Cappello
2024 A conf
cuSZp2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio.
SC
Yafan Huang, Sheng Di, Guanpeng Li, Franck Cappello
2023 A* conf
A Feature-Driven Fixed-Ratio Lossy Compression Framework for Real-World Scientific Datasets.
ICDE
Md Hasanur Rahman, Sheng Di, Kai Zhao, Robert Underwood, Guanpeng Li, Franck Cappello
2023 A conf
Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions.
ISSRE
Yafan Huang, Zhengyang He, Lingda Li, Guanpeng Li
2023 A conf
Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication.
SC
Zhengyang He, Yafan Huang, Hui Xu, Dingwen Tao, Guanpeng Li
2023 J jnl
Fault Injection for TensorFlow Applications.
IEEE Trans. Dependable Secur. Comput.
Niranjhana Narayanan, Zitao Chen, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2023 — conf
Investigating the Impact of High-Level Software Design on Low-Level Hardware Fault Resilience.
DSN-S
Bohan Zhang, Lishan Yang, Guanpeng Li, Hui Xu
2023 B conf
Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression.
CCGrid
Yafan Huang, Kai Zhao, Sheng Di, Guanpeng Li, Maxim Dmitriev, Thierry-Laurent D. Tonellot, Franck Cappello
2023 J jnl
cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs.
CoRR
Jinyang Liu, Jiannan Tian, Shixun Wu, Sheng Di, Boyuan Zhang, Yafan Huang, Kai Zhao, Guanpeng Li, Dingwen Tao, Zizhong Chen, Franck Cappello
2023 A conf
cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance.
SC
Yafan Huang, Sheng Di, Xiaodong Yu, Guanpeng Li, Franck Cappello
2022 C conf
Characterizing Deep Learning Neural Network Failures Between Algorithmic Inaccuracy and Transient Hardware Faults.
PRDC
Sabuj Laskar, Md Hasanur Rahman, Bohan Zhang, Guanpeng Li
2022 — conf
D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems.
ISSRE Workshops
Bohan Zhang, Yafan Huang, Rachael Chen, Guanpeng Li
2022 B conf
Hardening selective protection across multiple program inputs for HPC applications.
PPoPP
Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello
2022 J jnl
Improving the Accuracy of IR-Level Fault Injection.
IEEE Trans. Dependable Secur. Comput.
Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
2022 — conf
Message from the RSDA 2022 Workshop Chairs.
ISSRE Workshops
Raffaele Della Corte, Marta Catillo, João F. Ferreira, Guanpeng Li
2022 A conf
Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs.
SC
Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello
2022 J jnl
Replay-based Recovery for Autonomous Robotic Vehicles from Sensor Deception Attacks.
CoRR
Pritam Dash, Guanpeng Li, Mehdi Karimibiuki, Karthik Pattabiraman
2022 C conf
Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems.
QRS
Bohan Zhang, Yafan Huang, Guanpeng Li
2022 — conf
TensorFI+: A Scalable Fault Injection Framework for Modern Deep Learning Neural Networks.
ISSRE Workshops
Sabuj Laskar, Md Hasanur Rahman, Guanpeng Li
2021 A conf
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction.
DSN
Zitao Chen, Guanpeng Li, Karthik Pattabiraman
2021 B conf
A novel memory-efficient deep learning training framework via error-bounded lossy compression.
PPoPP
Sian Jin, Guanpeng Li, Shuaiwen Leon Song, Dingwen Tao
2021 J jnl
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression.
CoRR
Sian Jin, Chengming Zhang, Xintong Jiang, Yunhe Feng, Hui Guan, Guanpeng Li, Shuaiwen Leon Song, Dingwen Tao
2021 J jnl
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression.
Proc. VLDB Endow.
Sian Jin, Chengming Zhang, Xintong Jiang, Yunhe Feng, Hui Guan, Guanpeng Li, Shuaiwen Song, Dingwen Tao
2021 — conf
Fourth International Workshop on Dependable and Secure Machine Learning - DSML 2021.
DSN Workshops
Hui Xu, Guanpeng Li, Homa Alemzadeh, Rakesh Bobba, Varun Chandrasekaran, David E. Evans, Nicolas Papernot, Karthik Pattabiraman, Florian Tramèr
2021 A conf
PEPPA-X: finding program test inputs to bound silent data corruption vulnerability in HPC applications.
SC
Md Hasanur Rahman, Aabid Shamji, Shengjian Guo, Guanpeng Li
2021 A conf
PID-Piper: Recovering Robotic Vehicles from Physical Attacks.
DSN
Pritam Dash, Guanpeng Li, Zitao Chen, Mehdi Karimibiuki, Karthik Pattabiraman
2020 J jnl
A Novel Memory-Efficient Deep Learning Training Framework via Error-Bounded Lossy Compression.
CoRR
Sian Jin, Guanpeng Li, Shuaiwen Leon Song, Dingwen Tao
2020 A conf
AV-FUZZER: Finding Safety Violations in Autonomous Driving Systems.
ISSRE
Guanpeng Li, Yiran Li, Saurabh Jha, Timothy Tsai, Michael B. Sullivan, Siva Kumar Sastry Hari, Zbigniew Kalbarczyk, Ravishankar K. Iyer
2020 — conf
Demonstration of 214Gbps Per Lane IM/DD PAM-4 Transmission using O-Band 35GHz-Class EML with Advanced MLSE and KP4-FEC.
OFC
Weiyu Wang, Zhilei Huang, Biwei Pan, Huanlu Li, Guanpeng Li, Jian Tang, Yuchun Lu
2020 C conf
Error Resilient Machine Learning for Safety-Critical Systems: Position Paper.
IOLTS
Karthik Pattabiraman, Guanpeng Li, Zitao Chen
2020 A conf
GPU-trident: efficient modeling of error propagation in GPU programs.
SC
Abdul Rehman Anwer, Guanpeng Li, Karthik Pattabiraman, Michael B. Sullivan, Timothy Tsai, Siva Kumar Sastry Hari
2020 — conf
LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs.
IEEE BigData
Baodi Shan, Aabid Shamji, Jiannan Tian, Guanpeng Li, Dingwen Tao
2020 J jnl
LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs.
CoRR
Baodi Shan, Aabid Shamji, Jiannan Tian, Guanpeng Li, Dingwen Tao
2020 J jnl
Ranger: Boosting Error Resilience of Deep Neural Networks through Range Restriction.
CoRR
Zitao Chen, Guanpeng Li, Karthik Pattabiraman
2020 A conf
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.
ISSRE
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2020 J jnl
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications.
CoRR
Zitao Chen, Niranjhana Narayanan, Bo Fang, Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2019 A conf
A Tale of Two Injectors: End-to-End Comparison of IR-Level and Assembly-Level Fault Injection.
ISSRE
Lucas Palazzi, Guanpeng Li, Bo Fang, Karthik Pattabiraman
2019 — conf
Evaluating Compiler IR-Level Selective Instruction Duplication with Realistic Hardware Errors.
FTXS@SC
Chun-Kai Chang, Guanpeng Li, Mattan Erez
2018 A conf
Modeling Input-Dependent Error Propagation in Programs.
DSN
Guanpeng Li, Karthik Pattabiraman
2018 A conf
Modeling Soft-Error Propagation in Programs.
DSN
Guanpeng Li, Karthik Pattabiraman, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai
2018 — conf
TensorFI: A Configurable Fault Injector for TensorFlow Applications.
ISSRE Workshops
Guanpeng Li, Karthik Pattabiraman, Nathan DeBardeleben
2017 J jnl
Configurable Detection of SDC-causing Errors in Programs.
ACM Trans. Embed. Comput. Syst.
Qining Lu, Guanpeng Li, Karthik Pattabiraman, Meeta Sharma Gupta, Jude A. Rivers
2017 — conf
Modeling Error Propagation in Programs.
DSN Workshops
Guanpeng Li
2017 A conf
Understanding error propagation in deep learning neural network (DNN) accelerators and applications.
SC
Guanpeng Li, Siva Kumar Sastry Hari, Michael B. Sullivan, Timothy Tsai, Karthik Pattabiraman, Joel S. Emer, Stephen W. Keckler
2016 J jnl
Automatic fault localization for client-side JavaScript.
Softw. Test. Verification Reliab.
Frolin S. Ocariza Jr., Guanpeng Li, Karthik Pattabiraman, Ali Mesbah
2016 A conf
Understanding error propagation in GPGPU applications.
SC
Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher, Pradip Bose
2015 A conf
Experience report: An application-specific checkpointing technique for minimizing checkpoint corruption.
ISSRE
Guanpeng Li, Karthik Pattabiraman, Chen-Yong Cher, Pradip Bose
2015 A conf
Fine-Grained Characterization of Faults Causing Long Latency Crashes in Programs.
DSN
Guanpeng Li, Qining Lu, Karthik Pattabiraman
2014 A conf
Quantifying the Accuracy of High-Level Fault Injection Techniques for Hardware Faults.
DSN
Jiesheng Wei, Anna Thomas, Guanpeng Li, Karthik Pattabiraman