Scholar
Zhouhan Lin（林洲汉）
Google Scholar ID: LNZ4efwAAAAJ
Shanghai Jiao Tong University; Mila Lab; Facebook AI Research
Citations & Impact
Citations
7,727
H-index
25
i10-index
38
Publications
20
Co-authors
77
list available
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- - Multiple papers accepted at NeurIPS 2024, EMNLP 2024, ICLR 2024, ACL 2023, ICASSP 2023, ICLR 2023, EMNLP 2022, ACL 2022, etc.
- - Pretrained geoscience LLMs GeoGalactica and K2 released
Research Experience
- - Associate Professor at the John Hopcroft Center of Computer Science, Shanghai Jiao Tong University
- - Visiting Scientist at Facebook AI Research (FAIR), working with Michael Auli
- - Intern at Google AI Language team
- - Intern at IBM Watson, working with Bowen Zhou and Mo Yu
- - Part-time student researcher at Microsoft Research, working with Alessandro Sordoni and Adam Trischler
Education
- - Ph.D. in Computer Science, 2019, Mila lab, University of Montreal, supervised by Yoshua Bengio
- - M.Sc., 2014, Harbin Institute of Technology
- - B.Sc., 2012, Harbin Institute of Technology
Background
- - Research Interests: Exploring and developing machine intelligence capable of acquiring, forming, reasoning, and interacting with abstract concepts from large amounts of data, especially through self-supervised learning
- - Professional Field: Attention mechanisms, language modeling, dialog systems, automated summarization, grammar induction, graph neural networks, code generation, etc.
- - Brief Introduction: Associate Professor at the John Hopcroft Center of Computer Science at Shanghai Jiao Tong University, leading the Language Understanding and Machine Intelligence Algorithms (LUMIA) group
Miscellany
- - Actively looking for highly motivated undergrads, interns, and prospective Master's (2025, 2026) or Ph.D. (2026) students
