Rui Li

Researcher, Samsung AI Center

Joined

May 2021

Names

Rui Li (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Samsung AI Center (samsung.com)

2019 – Present

PhD student

University of Edinburgh (ed.ac.uk)

2015 – 2018

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

HierarchicalPrune: Position-Aware Compression for Large-Scale Diffusion Models
Young D. Kwon, Rui Li, Sijia Li, Da Li, Sourav Bhattacharya, Stylianos I. Venieris
- CoRR 2025
- Readers: Everyone
FedPEFT: Federated Learning to Personalize Parameter Efficient Fine-Tuning for Multilingual LLMs
Royson Lee, Minyoung Kim, Fady Rezk, Rui Li, Stylianos I. Venieris, Timothy M. Hospedales
- CoRR 2025
- Readers: Everyone
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
Hao Mark Chen, Wayne Luk, Yiu Ka Fai Cedric, Rui Li, Konstantin Mishchenko, Stylianos Venieris, Hongxiang Fan
- Submitted to ICLR 2025
- Readers: Everyone
The Future of Consumer Edge-AI Computing
Stefanos Laskaridis, Stylianos I. Venieris, Alexandros Kouris, Rui Li, Nicholas D. Lane
- IEEE Pervasive Comput. 2024
- Readers: Everyone
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
Young D. Kwon, Rui Li, Stylianos Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
- ICML 2024 Poster
- Readers: Everyone
Meta-Learned Kernel For Blind Super-Resolution Kernel Estimation
Royson Lee, Rui Li, Stylianos I. Venieris, Timothy M. Hospedales, Ferenc Huszár, Nicholas D. Lane
- WACV 2024
- Readers: Everyone
TinyTrain: Resource-Aware Task-Adaptive Sparse Training of DNNs at the Data-Scarce Edge
Young D. Kwon, Rui Li, Stylianos I. Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
- ICML 2024
- Readers: Everyone
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
Hao Mark Chen, Wayne Luk, Ka Fai Cedric Yiu, Rui Li, Konstantin Mishchenko, Stylianos I. Venieris, Hongxiang Fan
- CoRR 2024
- Readers: Everyone
TinyTrain: Deep Neural Network Training at the Extreme Edge
Young D. Kwon, Rui Li, Stylianos Venieris, Jagmohan Chauhan, Nicholas Donald Lane, Cecilia Mascolo
- Submitted to ICLR 2024
- Readers: Everyone
Federated Learning Under Second-Order Data Heterogeneity
Konstantin Mishchenko, Rui Li, Hongxiang Fan, Stylianos Venieris
- Submitted to ICLR 2024
- Readers: Everyone

View all 31 publications

Co-Authors

View all 53 co-authors