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Yafan Huang
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 17
Top Topics
Autonomous Driving
Lossy Compression
Scientific Data
Low Bit Rate
Top Venues
SC
SMC
CoRR
PPoPP
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Publications
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Jiajun Huang
,
Sheng Di
,
Xiaodong Yu
,
Yujia Zhai
,
Jinyang Liu
,
Yafan Huang
,
Ken Raffenetti
,
Hui Zhou
,
Kai Zhao
,
Zizhong Chen
,
Franck Cappello
,
Yanfei Guo
,
Rajeev Thakur
POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters.
PPoPP
(2024)
Zhengyang He
,
Yafan Huang
,
Hui Xu
,
Dingwen Tao
,
Guanpeng Li
Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication.
SC
(2023)
Yafan Huang
,
Sheng Di
,
Xiaodong Yu
,
Guanpeng Li
,
Franck Cappello
cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance.
SC
(2023)
Yafan Huang
,
Kai Zhao
,
Sheng Di
,
Guanpeng Li
,
Maxim Dmitriev
,
Thierry-Laurent D. Tonellot
,
Franck Cappello
Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression.
CCGrid
(2023)
Yafan Huang
,
Zhengyang He
,
Lingda Li
,
Guanpeng Li
Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions.
ISSRE
(2023)
Jinyang Liu
,
Jiannan Tian
,
Shixun Wu
,
Sheng Di
,
Boyuan Zhang
,
Yafan Huang
,
Kai Zhao
,
Guanpeng Li
,
Dingwen Tao
,
Zizhong Chen
,
Franck Cappello
cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs.
CoRR
(2023)
Jiajun Huang
,
Sheng Di
,
Xiaodong Yu
,
Yujia Zhai
,
Jinyang Liu
,
Yafan Huang
,
Ken Raffenetti
,
Hui Zhou
,
Kai Zhao
,
Zizhong Chen
,
Franck Cappello
,
Yanfei Guo
,
Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters.
CoRR
(2023)
Bohan Zhang
,
Yafan Huang
,
Rachael Chen
,
Guanpeng Li
D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems.
ISSRE Workshops
(2022)
Yafan Huang
,
Shengjian Guo
,
Sheng Di
,
Guanpeng Li
,
Franck Cappello
Hardening selective protection across multiple program inputs for HPC applications.
PPoPP
(2022)
Yafan Huang
,
Shengjian Guo
,
Sheng Di
,
Guanpeng Li
,
Franck Cappello
Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs.
SC
(2022)
Feng Zhao
,
Xiangyu Gui
,
Yafan Huang
,
Hai Jin
,
Laurence T. Yang
Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes.
IEEE Trans. Big Data
8 (4) (2022)
Xiaokai Liu
,
Shihui Song
,
Menghua Zhang
,
Yafan Huang
MATT. A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification.
SMC
(2022)
Bohan Zhang
,
Yafan Huang
,
Guanpeng Li
Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems.
QRS
(2022)
Shihui Song
,
Yafan Huang
,
Hongwei Lu
Rumor Detection on Social Media with Out-In-Degree Graph Convolutional Networks.
SMC
(2021)
Yafan Huang
,
Feng Zhao
,
Xiangyu Gui
,
Hai Jin
Path-enhanced explainable recommendation with knowledge graphs.
World Wide Web
24 (5) (2021)
Fulan Qian
,
Yafan Huang
,
Jianhong Li
,
Chengjun Wang
,
Shu Zhao
,
Yanping Zhang
DLSA: dual-learning based on self-attention for rating prediction.
Int. J. Mach. Learn. Cybern.
12 (7) (2021)
Fulan Qian
,
Yafan Huang
,
Jianhong Li
,
Shu Zhao
,
Jie Chen
,
Xiangyang Wang
,
Yanping Zhang
HGAR: Hybrid Granular Algorithm for Rating Recommendation.
IJCRS
(2020)