| 2026 | FAST | Preparation Meets Opportunity: Enhancing Data Preprocessing for ML Training With Seneca. | Omkar Desai, Ziyang Jiao, Shuyi Pei, Janki Bhimani, Bryan S. Kim |
| 2026 | ISCA | Patterns Behind Chaos: Forecasting Data Movement for Efficient Large-Scale Moe LLM Inference. | Zhongkai Yu, Yue Guan, Zihao Yu, Chenyang Zhou, Zhengding Hu, Shuyi Pei, Yangwook Kang, Yufei Ding, Po-An Tsai |
| 2026 | ICS | COMETS: Cost-effective Multi-node Efficient Training System with Memory Pooling and Sharing. | Hanqiu Chen, Shao-Peng Yang, Mohammadreza Soltaniyeh, Shuyi Pei, Andrew Chang, Bryan S. Kim, Cong Hao |
| 2020 | ISCA | A Bus Authentication and Anti-Probing Architecture Extending Hardware Trusted Computing Base Off CPU Chips and Beyond. | Zhenyu Xu, Thomas Mauldin, Zheyi Yao, Shuyi Pei, Tao Wei, Qing Yang |
| 2019 | SYSTOR | WARCIP: write amplification reduction by clustering I/O pages. | Jing Yang, Shuyi Pei, Qing Yang |
| 2018 | SYSTOR | REGISTOR: A Platform for Unstructured Data Processing Inside SSD Storage. | Shuyi Pei, Jing Yang, Qing Yang |