Man-Kit Sit

PhD student, University of Edinburgh, University of Edinburgh

Joined

May 2022

Names

Man-Kit Sit (Preferred)

Emails

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

Personal Links

Career & Education History

PhD student

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

2021 – Present

Advisors, Relations & Conflicts

No relations added

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
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
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models
Hanjing Wang, Man-Kit Sit, Congjie He, Ying Wen, Weinan Zhang, Jun Wang, Yaodong Yang, Luo Mai
- ICML 2023 Poster
- Readers: Everyone

Co-Authors

View all 28 co-authors