Shiyu Li

Joined

September 2019

Shiyu Li (Preferred)

****@duke.edu (Confirmed)

PhD student

Duke University (duke.edu)

2019 – 2024

Undergrad student

Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2015 – 2019

PhD Advisor

Yiran Chen

2019 – 2024

Computer Architecture

Present

Accelerator Design

Present

Model Compression

Present

FedRepre: An Efficient and Scalable Federated Learning Framework with Client Representative Mechanism and Specialized Server Architecture
Yitu Wang, Minxue Tang, Hanqiu Chen, Shiyu Li, Qilin Zheng, Cong Guo, Andrew Chang, Callie Hao, Hai Li, Yiran Chen
- MLArchSys 2024 OralPoster
- Readers: Everyone
Processing-in-Memory Technology for Machine Learning: From Basic to ASIC
Brady Taylor, Qilin Zheng, Ziru Li, Shiyu Li, Yiran Chen
- 2022 (modified: 16 Nov 2022)
- IEEE Trans. Circuits Syst. II Express Briefs 2022
- Readers: Everyone
Cascading structured pruning: enabling high data reuse for sparse DNN accelerators
Edward Hanson, Shiyu Li, Hai Helen Li, Yiran Chen
- 2022 (modified: 16 Nov 2022)
- ISCA 2022
- Readers: Everyone
ESCALATE: Boosting the Efficiency of Sparse CNN Accelerator with Kernel Decomposition
Shiyu Li, Edward Hanson, Xuehai Qian, Hai Helen Li, Yiran Chen
- 2021 (modified: 16 Nov 2022)
- MICRO 2021
- Readers: Everyone
PENNI: Pruned Kernel Sharing for Efficient CNN Inference
Shiyu Li, Edward Hanson, Hai Li, Yiran Chen
- 2020 (modified: 16 Nov 2022)
- ICML 2020
- Readers: Everyone