Big AI Dream | Jie Fu
Big AI Dream | Jie Fu
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Selected Honors, Awards, and Grants
🌟 2024:
Unlocking Emergent Modularity in Large Language Models
received NAACL Outstanding Paper Award (11 receiving various awards out of 2434 submissions)
2022:
Running ahead of evolution — AI-based simulation for predicting future high-risk SARS-CoV-2 variants
received ACM Gordon Bell COVID Finalist
🌟 2021:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters
received ICLR Conference Outstanding Paper Award (8 out of 2997 submissions)
2021: Microsoft Research Montreal & Mila Research Grant (as PI), CAD 65,000, Canada
2020:
Multi-Agent Reinforcement Learning for Intelligent Energy Management
Competition, 1st Place
2019.Dec:
Google’s Natural Question Answering
, RikiNet, 1st Place, 1st Superhuman Performance
2019:
Microsoft AI for Earth Grant
(as PI), USD 8,000, USA
2017-2018:
IVADO Postdoctoral Fellowship
, Canada
2016: Amazon AWS for Research (as PI), USD 8,000, USA
2015: Microsoft Azure Research Award (as PI), USD 20,000, USA
2012-2016:
NUS Graduate School for Integrative Sciences and Engineering Ph.D. Scholarship
(50% more stipend than ordinary scholarships), Singapore
2012: Master’s Degree with Distinction, University of Otago, New Zealand
2011:
Ministry of Science + Innovation Scholarship
, NZD 20,000, New Zealand
Work Experience
Research Scientist (PI)
Shanghai AI Lab
Aug 2024 – Present
Shanghai, China
Working on System-2 deep learning and large language model
Visiting Scholar (PI)
Hong Kong University of Science and Technology (HKUST)
Aug 2023 – Aug 2024
Hong Kong, China
Working on deep learning and large language model
Researcher (PI)
智源人工智能研究院 (BAAI)
Feb 2022 – Aug 2023
Beijing, China
Working on deep learning and large language model
Education
Postdoc
Quebec AI Institute (Mila), University of Montreal
Jan 2021 – Feb 2022
Montreal, Canada
Supervised by
Yoshua Bengio
IVADO Postdoc
Quebec AI Institute (Mila), IVADO, Polytechnique Montreal
Sep 2017 – Dec 2020
Montreal, Canada
Supervised by
Chris Pal
Ph.D. in Computer Science
National University of Singapore (NUS)
Aug 2012 – Jul 2017
Singapore
Supervised by
Tat-Seng Chua
M.Sc. in Computer Science (
Distinction
)
University of Otago
Jul 2011 – Jul 2012
Dunedin, New Zealand
Supervised by
Brendan McCane
&
Lubica Benuskova
Academic Services
Senior Role
LREC-COLING 2024 Area Chair
IJCAI 2023 Senior Program Committee Member
NeurIPS 2022 New in ML Workshop, Organizer
EACL 2022, Area Chair
AAAI 2022 Senior Program Committee Member
IJCAI 2021 Volunteer Chair
Conference Reviewer
ICLR: 2017 - 2024
NeurIPS: 2018 - 2019, 2021 - 2023
ICML: 2019, 2023
ACL: 2020 - 2023
EMNLP: 2020 - 2023
CVPR: 2022
NAACL: 2021
KDD: 2021
AAAI: 2020 - 2021
Journal Reviewer
Transactions on Pattern Analysis and Machine Intelligence: 2021
Transactions on Machine Learning Research: 2022 - 2023
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