Yafan Huang

According to our database, Yafan Huang authored at least 21 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

HoSZp: An Efficient Homomorphic Error-bounded Lossy Compressor for Scientific Data.

Tripti Agarwal, Sheng Di, Jiajun Huang, Yafan Huang, Ganesh Gopalakrishnan, Robert Underwood, Kai Zhao, Xin Liang, Guanpeng Li, Franck Cappello

CoRR, 2024

A Survey on Error-Bounded Lossy Compression for Scientific Datasets.

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

CoRR, 2024

POSTER: Optimizing Collective Communications with Error-bounded Lossy Compression for GPU Clusters.

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

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters.

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

Proceedings of the 38th ACM International Conference on Supercomputing, 2024

CereSZ: Enabling and Scaling Error-bounded Lossy Compression on Cerebras CS-2.

Shihui Song, Yafan Huang, Peng Jiang, Xiaodong Yu, Weijian Zheng, Sheng Di, Qinglei Cao, Yunhe Feng, Zhen Xie, Franck Cappello

Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing, 2024

2023

cuSZ-I: High-Fidelity Error-Bounded Lossy Compression for Scientific Data on GPUs.

Jinyang Liu, Jiannan Tian, Shixun Wu, Sheng Di, Boyuan Zhang, Yafan Huang, Kai Zhao, Guanpeng Li, Dingwen Tao, Zizhong Chen, Franck Cappello

CoRR, 2023

gZCCL: Compression-Accelerated Collective Communication Framework for GPU Clusters.

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

CoRR, 2023

cuSZp: An Ultra-fast GPU Error-bounded Lossy Compression Framework with Optimized End-to-End Performance.

Yafan Huang, Sheng Di, Xiaodong Yu, Guanpeng Li, Franck Cappello

Proceedings of the International Conference for High Performance Computing, 2023

Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication.

Zhengyang He, Yafan Huang, Hui Xu, Dingwen Tao, Guanpeng Li

Proceedings of the International Conference for High Performance Computing, 2023

Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions.

Yafan Huang, Zhengyang He, Lingda Li, Guanpeng Li

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Towards Improving Reverse Time Migration Performance by High-speed Lossy Compression.

Yafan Huang, Kai Zhao, Sheng Di, Guanpeng Li, Maxim Dmitriev, Thierry-Laurent D. Tonellot, Franck Cappello

Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

2022

Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes.

Feng Zhao, Xiangyu Gui, Yafan Huang, Hai Jin, Laurence T. Yang

IEEE Trans. Big Data, 2022

MATT. A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification.

Xiaokai Liu, Shihui Song, Menghua Zhang, Yafan Huang

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs.

Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems.

Bohan Zhang, Yafan Huang, Guanpeng Li

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Hardening selective protection across multiple program inputs for HPC applications.

Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello

Proceedings of the PPoPP '22: 27th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Seoul, Republic of Korea, April 2, 2022

D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems.

Bohan Zhang, Yafan Huang, Rachael Chen, Guanpeng Li

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

2021

Path-enhanced explainable recommendation with knowledge graphs.

Yafan Huang, Feng Zhao, Xiangyu Gui, Hai Jin

World Wide Web, 2021

DLSA: dual-learning based on self-attention for rating prediction.

Fulan Qian, Yafan Huang, Jianhong Li, Chengjun Wang, Shu Zhao, Yanping Zhang

Int. J. Mach. Learn. Cybern., 2021

Rumor Detection on Social Media with Out-In-Degree Graph Convolutional Networks.

Shihui Song, Yafan Huang, Hongwei Lu

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2020

HGAR: Hybrid Granular Algorithm for Rating Recommendation.

Fulan Qian, Yafan Huang, Jianhong Li, Shu Zhao, Jie Chen, Xiangyang Wang, Yanping Zhang

Proceedings of the Rough Sets - International Joint Conference, 2020