GL
Guanpeng Li
cs.DCcs.AIcs.CVcs.LGstat.MLcs.CLcs.CRcs.IRcs.PLcs.RO
On Valency
published · living versionsW_umhndz9x·v1 · currentpublished
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction
with Zitao Chen, Karthik Pattabiraman
1 version
Preprints & journals
18 papers in the corpus · 2016–2026Detecting Soft Errors in Parallel Software with LLM-tuned Instruction Duplication2609.19531v1 · Yafan Huang, Guanpeng Li2026 · 0 citationsarXiv
V-Mem: Modality-Routed Retrieval for Long-Term Multimodal Agentic Memory2608.01543v1 · Dingyi Kang, Dongming Jiang, Yi Li et al.2026 · 0 citationsarXiv
Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference2606.02430v1 · Yafan Huang, Sheng Di, Guanpeng Li2026 · 0 citationsarXiv
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution2605.09942v1 · Dongming Jiang, Yi Li, Guanpeng Li et al.2026 · 0 citationsarXiv
CoSA: Compressed Sensing-Based Adaptation of Large Language Models2602.05148v2 · Songtao Wei, Yi Li, Bohan Zhang et al.2026 · 0 citationsarXiv
GPZ: GPU-Accelerated Lossy Compressor for Particle Data2508.10305v1 · Ruoyu Li, Yafan Huang, Longtao Zhang et al.2025 · 1 citationarXiv
YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training2411.05693v1 · Yi Li, Zhichun Guo, Guanpeng Li et al.2024 · 0 citationsarXiv
HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data2408.11971v1 · Tripti Agarwal, Sheng Di, Jiajun Huang et al.2024 · 2 citationsarXiv
A Survey on Error-Bounded Lossy Compression for Scientific Datasets2404.02840v3 · Sheng Di, Jinyang Liu, Kai Zhao et al.2024 · 54 citationsarXiv
cuSZ-: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation2312.05492v6 · Jinyang Liu, Jiannan Tian, Shixun Wu et al.2023 · 18 citationsarXiv
Long working hours and all-cause mortality in China: A 26-year follow-up study.37665226 · Huang, Yeen, Xiang, Yingping, Zhou, Wei et al.2023 · 16 citationsScandinavian journal of work, environment & health. 2023;49(8):539-548
Diagnosis-guided Attack Recovery for Securing Robotic Vehicles from Sensor Deception Attacks2209.04554v5 · Pritam Dash, Guanpeng Li, Mehdi Karimibiuki et al.2022 · 6 citations2024 ACM Asia Conference on Computer and Communications Security (ASIA CCS '24). Association for Computing Machinery, New York, NY, USA, 915-929
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression2111.09562v1 · Sian Jin, Chengming Zhang, Xintong Jiang et al.2021 · 3 citationsarXiv
A Novel Memory-Efficient Deep Learning Training Framework via Error-Bounded Lossy Compression2011.09017v1 · Sian Jin, Guanpeng Li, Shuaiwen Leon Song et al.2020 · 10 citationsarXiv
LCFI: A Fault Injection Tool for Studying Lossy Compression Error Propagation in HPC Programs2010.12746v4 · Baodi Shan, Aabid Shamji, Jiannan Tian et al.2020 · 5 citationsarXiv
TensorFI: A Flexible Fault Injection Framework for TensorFlow Applications2004.01743v1 · Zitao Chen, Niranjhana Narayanan, Bo Fang et al.2020 · 93 citationsarXiv
A Low-cost Fault Corrector for Deep Neural Networks through Range Restriction2003.13874v4 · Zitao Chen, Guanpeng Li, Karthik Pattabiraman2020 · 113 citationsarXivon Valency
Thermoelectric properties of SnSe2 monolayer.27831931 · Li, Guanpeng, Ding, Guangqian, Gao, Guoying2018 · 149 citationsJournal of physics. Condensed matter : an Institute of Physics journal. 2017;29(1):015001
Career total: 100 works. 18 are in this corpus.
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