Shiyang Chen
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
7
Active years
2015–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | SC | Demystifying the Resilience of Large Language Model Inference: An End-to-End Perspective. | Yu Sun, Zachary Coalson, Shiyang Chen, Hang Liu, Zhao Zhang, Sanghyun Hong, Bo Fang, Lishan Yang |
| 2024 | USENIX | Quant-LLM: Accelerating the Serving of Large Language Models via FP6-Centric Algorithm-System Co-Design on Modern GPUs. | Haojun Xia, Zhen Zheng, Xiaoxia Wu, Shiyang Chen, Zhewei Yao, Stephen Youn, Arash Bakhtiari, Michael Wyatt, Donglin Zhuang, Zhongzhu Zhou, Olatunji Ruwase, Yuxiong He, Shuaiwen Leon Song |
| 2023 | SC | TANGO: re-thinking quantization for graph neural network training on GPUs. | Shiyang Chen, Da Zheng, Caiwen Ding, Chengying Huan, Yuede Ji, Hang Liu |
| 2023 | SC | PeeK: A Prune-Centric Approach for K Shortest Path Computation. | Wang Feng, Shiyang Chen, Hang Liu, Yuede Ji |
| 2022 | ACL | Sparse Progressive Distillation: Resolving Overfitting under Pretrain-and-Finetune Paradigm. | Shaoyi Huang, Dongkuan Xu, Ian En-Hsu Yen, Yijue Wang, Sung-En Chang, Bingbing Li, Shiyang Chen, Mimi Xie, Sanguthevar Rajasekaran, Hang Liu, Caiwen Ding |
| 2022 | DAC | A length adaptive algorithm-hardware co-design of transformer on FPGA through sparse attention and dynamic pipelining. | Hongwu Peng, Shaoyi Huang, Shiyang Chen, Bingbing Li, Tong Geng, Ang Li, Weiwen Jiang, Wujie Wen, Jinbo Bi, Hang Liu, Caiwen Ding |
| 2021 | ICCAD | Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper). | Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding |
| 2021 | SC | E.T.: re-thinking self-attention for transformer models on GPUs. | Shiyang Chen, Shaoyi Huang, Santosh Pandey, Bingbing Li, Guang R. Gao, Long Zheng, Caiwen Ding, Hang Liu |
| 2016 | ICASSP | Dynamic analysis of resting state fMRI data and its applications. | Shiyang Chen, Bing Ji, Zhihao Li, Jason Langley, Xiaoping Hu |
| 2015 | UIC | Threshold Factor Track Classification Algorithm Based on Target Motion Model. | Xiang Wang, Shiyang Chen, Xiaocui Wang, Yang Xu, Rong Zhang, Tao Wang, Bin Xu |