Biography
Research Interests
- High Performance Computing/Distributed Computing
- Large Language Models System Optimizations
- GPU Computing and Optimizations
- Extreme Scale Data Management
News
- [01/2026] Our department's HPC research ranks #18 in the US according to CSRankings 2016-2026 cumulative top-tier publication records.
- [11/2025] I will be chairing DRBSD-11 workshop at SC'25!
- [10/2025] I will be giving an invited talk at Oregon State University.
- [06/2025] One paper accpted by SC'25. Congratulations to Yanliang (lead author)!
- [05/2025] We will be hosting a UO-CS Graduate Open House!
- [11/2024] One paper accpted by PPoPP'25. Congratulations to Yuhang (lead author)!
- [12/2024] One paper collaboated with ORNL got accpted by IPDPS'25.
- [01/2024] Welcome Yuhang to join the group as a Ph.D. student.
- [09/2023] Welcome Yanling to join the group as a Ph.D. student.
- [07/2023] We receivd a grant from ORNL for developing GPU-accelerated scientific data reduction frameworks. Thanks ORNL for support!
- [11/2022] One paper accpted by PPoPP'23.
Current Ph.D. Students
Selected Publications (with My Students Underlined, Full List)
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SC'25 |
Yanliang Li*, Wenbo Li*, Qian Gong, Qing Liu, Norbert Podhorszki, Scott Klasky, Xin Liang, Jieyang Chen.
HP-MDR: High-performance and Portable Data Refactoring and Progressive Retrieval with Advanced GPUs,
SC '25: ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis,
St. Louis, MO. Nov. 2025. (Equal contribution, *Co-first authors) Acceptance Rate: 22% (137/623)
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IPDPS'25 |
Jieyang Chen, Qian Gong, Xin Liang, Qing Liu, Lipeng Wan, Yanliang Li, Norbert Podhorszki, Scott Klasky.
HPDR: High-Performance Portable Scientific Data Reduction Framework,
The 39th IEEE International Parallel & Distributed Processing Symposium,
Milano, Italy. Jun. 2025. Acceptance Rate: 24% (105/425)
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PPoPP'25 |
Yuhang Liang, Xinyi Li, Jie Ren, Ang Li, Bo Fang, Jieyang Chen.
ATTNChecker: Highly-Optimized Fault Tolerant Attention for Large Language Model Training,
The 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming,
Las Vegas, NV. Mar. 2025.Acceptance Rate: 20.1% (38/189)
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PPoPP'23 |
Jieyang Chen, Xin Liang, Kai Zhao, Hadi Zamani Sabzi, Laxmi Bhuyan, Zizhong Chen.
Improving Energy Saving of One-sided Matrix Decompositions on CPU-GPU Heterogeneous Systems,
The 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming,
Montreal, Canada. Feb 2023. Acceptance Rate: 23.7% (31/131)
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IPDPS'21 |
Jieyang Chen, Lipeng Wan, Xin Liang, Ben Whitney, Qing Liu, David Pugmire, NicholasThompson, Jong Youl Choi, Matthew Wolf, Todd Munson, Ian Foster, Scott Klasky.
Accelerating Multigrid-based Hierarchical Scientific Data Refactoring on GPUs,
35th IEEE International Parallel and Distributed Processing Symposium,
Portland, OR. May 2021. Acceptance Rate: 22.7% (105/462)
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ICS'19 |
Jieyang Chen, Nan Xiong, Xin Liang,
Dingwen Tao, Sihuan Li, Kaiming Ouyang,
Kai Zhao, Nathan DeBardeleben, Qiang Guan, and Zizhong Chen
TSM2: Optimizing Tall-and-Skinny Matrix-Matrix Multiplication on GPUs,
Proceedings of the 33rd ACM International Conference on Supercomputing,
Phoenix, AZ, USA, June 26 - 28, 2019. Acceptance Rate: 23.3% (45/193)
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BigData'18 |
Jieyang Chen, Qiang Guan, Xin Liang, Paul Bryant, Patricia Grubel, Allen McPherson, Li-Ta Lo, Timothy Randles, Zizhong Chen and James Ahrens
Build and Execution Environment (BEE): an Encapsulated Environment Enabling HPC Applications Running Everywhere,
Proceedings of the 2018 IEEE International Conference on Big Data,
Seattle, WA, USA, Dec 10-13, 2018. Acceptance Rate: 18.9% (98/518)
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SC'18 |
Jieyang Chen, Hongbo Li, Sihuan Li, Xin Liang, Panruo Wu, Dingwen Tao, Kaiming Ouyang, Yuanlai Liu, Kai Zhao, Qiang Guan, and Zizhong Chen
Fault Tolerant One-sided Matrix Decompositions on Heterogeneous Systems with GPUs,
SC'18: ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis,
Dallas, Texas, USA, Nov 11 - 16, 2018. Acceptance Rate: 19.1% (55/288)
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ICDCS'18 |
Jieyang Chen, Qiang Guan, Zhao Zhang, Xin Liang, Louis Vernon, Allen
Mcpherson, Li-Ta Lo, Zizhong Chen, Patricia Grubel, and James Ahrens
BeeFlow : a Workflow Management System for In situ Processing Across HPC
and Cloud Systems,
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems,
Vienna, Austria, July 2-5, 2018. Acceptance Rate: 20.6% (78/378)
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SC'16 |
Jieyang Chen*, Li Tan*, Panruo Wu, Dingwen Tao, Hongbo Li, Xin Liang, Sihuan Li,
Rong Ge, Laxmi Bhuyan, and Zizhong Chen
GreenLA: Green Linear Algebra Software for GPU-Accelerated Heterogeneous Computing,
Proceedings of the 28th ACM/IEEE International Conference for High Performance Computing, Networking, Storage and Analysis,
Salt Lake City, Utah, USA, Nov 13- 18, 2016. Acceptance Rate: 18.4% (82/446) *Authors contributed equally.
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IPDPS'16 |
Jieyang Chen, Xin Liang, and Zizhong Chen
Online Algorithm-Based Fault Tolerance for Cholesky Decomposition on Heterogeneous Systems with GPUs,
Proceedings of the 30th IEEE International Parallel & Distributed Processing Symposium,
Chicago, Illinois, USA, May 23-27, 2016. Acceptance Rate: 22.98% (114/496)
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