Yafan Huang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
26
Venues
9
Active years
2021–2026
Best venue rank
A*
Where they publish
Papers
26 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICS | Not All Errors Are Equal: A Systematic Study of Error Propagation in Large Language Model Inference. | Yafan Huang, Sheng Di, Guanpeng Li |
| 2026 | ICS | GPZ: GPU-Accelerated Lossy Compressor for Particle Data. | Ruoyu Li, Yafan Huang, Longtao Zhang, Zhuoxun Yang, Sheng Di, Boyuan Zhang, Jiajun Huang, Jinyang Liu, Jiannan Tian, Guanpeng Li, Fengguang Song, Hanqi Guo, Franck Cappello, Kai Zhao |
| 2025 | HPDC | Understanding Error Sensitivity in Checkpointing for Linear System Solvers. | Bohan Zhang, Yafan Huang, Jerry Li, Guanpeng Li |
| 2025 | ICS | ghZCCL: Advancing GPU-aware Collective Communications with Homomorphic Compression. | Jiajun Huang, Sheng Di, Yafan Huang, Zizhong Chen, Franck Cappello, Yanfei Guo, Rajeev Thakur |
| 2025 | ICS | Pushing the Limits of GPU Lossy Compression: A Hierarchical Delta Approach. | Boyuan Zhang, Yafan Huang, Sheng Di, Fengguang Song, Guanpeng Li, Franck Cappello |
| 2025 | SC | What to Support When You're Compressing: The State of Practice Gaps and Opportunities for Scientific Data Compression. | Franck Cappello, Robert Underwood, Yuri Alexeev, Allison H. Baker, Ebru Bozdag, Martin Burtscher, Kyle Chard, Sheng Di, Kyle Gerard Felker, Paul Christopher O'Grady, Hanqi Guo, Yafan Huang, Peng Jiang, Sian Jin, Petter Johansson, Shaomeng Li, Xin Liang, Erik Lindahl, Peter Lindstrom, Zarija Lukic, Magnus Lundborg, Danylo Lykov, Masaru Nagaso, Kento Sato, Amarjit Singh, Seung Woo Son, Shihui Song, William Tang, Dingwen Tao, Jiannan Tian, Kazutomo Yoshii, Kai Zhao |
| 2025 | SC | GPU Lossy Compression for HPC Can Be Versatile and Ultra-Fast. | Yafan Huang, Sheng Di, Guanpeng Li, Franck Cappello |
| 2025 | SC | lsCOMP: Efficient Light Source Compression. | Yafan Huang, Sheng Di, Robert Underwood, Peco Myint, Miaoqi Chu, Guanpeng Li, Nicholas Schwarz, Franck Cappello |
| 2025 | SIGMOD | Reproducibility Report for ACM SIGMOD 2025 Paper: 'A Structured Study of Multivariate Time-Series Distance Measures'. | Yafan Huang |
| 2024 | HPDC | 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 |
| 2024 | ICS | 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 |
| 2024 | PPoPP | 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 |
| 2024 | SC | cuSZ-i: High-Ratio Scientific Lossy Compression on GPUs with Optimized Multi-Level Interpolation. | 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 | SC | SZOps: Scalar Operations for 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 |
| 2024 | SC | cuSZp2: A GPU Lossy Compressor with Extreme Throughput and Optimized Compression Ratio. | Yafan Huang, Sheng Di, Guanpeng Li, Franck Cappello |
| 2024 | SC | Versatile Datapath Soft Error Detection on the Cheap for HPC Applications. | Yafan Huang, Sheng Di, Zhaorui Zhang, Xiaoyi Lu, Guanpeng Li |
| 2023 | CCGRID | 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 |
| 2023 | ISSRE | Characterizing Runtime Performance Variation in Error Detection by Duplicating Instructions. | Yafan Huang, Zhengyang He, Lingda Li, Guanpeng Li |
| 2023 | SC | Demystifying and Mitigating Cross-Layer Deficiencies of Soft Error Protection in Instruction Duplication. | Zhengyang He, Yafan Huang, Hui Xu, Dingwen Tao, Guanpeng Li |
| 2023 | SC | 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 |
| 2022 | ISSRE | D2MoN: Detecting and Mitigating Real-Time Safety Violations in Autonomous Driving Systems. | Bohan Zhang, Yafan Huang, Rachael Chen, Guanpeng Li |
| 2022 | PPoPP | Hardening selective protection across multiple program inputs for HPC applications. | Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello |
| 2022 | QRS | Salus: A Novel Data-Driven Monitor that Enables Real-Time Safety in Autonomous Driving Systems. | Bohan Zhang, Yafan Huang, Guanpeng Li |
| 2022 | SMC | MATT. A Multiple-instance Attention Mechanism for Long-tail Music Genre Classification. | Xiaokai Liu, Shihui Song, Menghua Zhang, Yafan Huang |
| 2022 | SC | Mitigating Silent Data Corruptions in HPC Applications across Multiple Program Inputs. | Yafan Huang, Shengjian Guo, Sheng Di, Guanpeng Li, Franck Cappello |
| 2021 | SMC | Rumor Detection on Social Media with Out-In-Degree Graph Convolutional Networks. | Shihui Song, Yafan Huang, Hongwei Lu |