Yao Fu

PhD student, University of Edinburgh, University of Edinburgh

Joined

March 2022

Names

Yao Fu (Preferred)

Emails

****@ed.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student

University of Edinburgh, University of Edinburgh (ed.ac.uk)

2021 – Present

Undergrad student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Luo Mai

2021 – Present

Expertise

No areas of expertise listed

Publications

MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems
Yinsicheng Jiang, Yao Fu, Yeqi Huang, Ping Nie, Zhan Lu, Leyang Xue, Congjie He, Man-Kit Sit, Jilong Xue, Li Dong, Ziming Miao, DaYou Du, Tairan Xu, Kai Zou, Edoardo Ponti, Luo Mai
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache
Leyang Xue, Yao Fu, Zhan Lu, Chuanhao Sun, Luo Mai, Mahesh K. Marina
- Submitted to ICML 2025
- Readers: Everyone
Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update
Chijun Sima, Yao Fu, Man-Kit Sit, Liyi Guo, Xuri Gong, Feng Lin, Junyu Wu, Yongsheng Li, Haidong Rong, Pierre-Louis Aublin, Luo Mai
- 03 Nov 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
TorchOpt: An Efficient Library for Differentiable Optimization
Jie Ren, Xidong Feng, Bo Liu, Xuehai Pan, Yao Fu, Luo Mai, Yaodong Yang
- Published: 23 Nov 2022, Last Modified: 15 Feb 2026
- OPT 2022 Poster
- Readers: Everyone

Co-Authors

View all 30 co-authors