Yafan Huang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 19

Top Topics

Lossy Compression

Scientific Data

Autonomous Driving

Top Venues

Publications

Jiajun Huang, Sheng Di, Xiaodong Yu, Yujia Zhai, Jinyang Liu, Yafan Huang, Ken Raffenetti, Hui Zhou, Kai Zhao, Xiaoyi Lu, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur
gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters. ICS (2024)
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
A Survey on Error-Bounded Lossy Compression for Scientific Datasets. CoRR (2024)
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)