Scholar
Lin Zhang
Google Scholar ID: NdAFbNoAAAAJ
Hong Kong University of Science and Technology
Citations & Impact
Citations
352
H-index
9
i10-index
9
Publications
19
Co-authors
2
list available
Publications
Resume (English only)
Academic Achievements
- Papers accepted: ICDCS 2023, ICLR 2023, INFOCOM 2023, NeurIPS 2022, TCC 2022, TKDD 2022; Preprints: LoRA-FA: Memory-efficient Low-rank Adaptation for Large Language Models Fine-tuning, Eva: A General Vectorized Approximation Framework for Second-order Optimization
Research Experience
- Researcher at Huawei (HKRC); Huawei HKRC Intern from 09/2021 to 08/2022; Teaching Assistant: Spring 2019, Introduction to Computing with Excel VBA; Fall 2019, Fall 2022, Operating Systems
Education
- PhD in Computer Science and Engineering from The Hong Kong University of Science and Technology, advised by Prof. Bo Li; Bachelor's Degree from Zhejiang University
Background
- Research interests: Machine learning systems and algorithms, with a special focus on distributed DNN training, second-order optimization, and learning on graphs. Currently working on LLMs training and inference.
Miscellany
- Recipient of Zhejiang Provincial Government Scholarship, 2016
