Scholar
Han Yu
Google Scholar ID: eXgoTXMAAAAJ
Associate Professor, CCDS, Nanyang Technological University, Singapore
Federated Learning
Collaborative Learning
Trustworthy Machine Learning
AI Ethics
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Citations & Impact
All-time
Citations
22,813
H-index
48
i10-index
163
Publications
20
Co-authors
22
list available
Contact
No contact links provided.
Publications
13 items
Ego-Dynamics-Augmented World Model for Autonomous Driving with Zero-Shot Cross-Chassis Adaptation
2026
Cited
0
A Survey on Federated Causal Discovery and Inference
2026
Cited
0
PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation
2026
Cited
0
Foundation Protocol: A Coordination Layer for Agentic Society
2026
Cited
0
From Transfer to Collaboration: A Federated Framework for Cross-Market Sequential Recommendation
2026
Cited
0
From Selection to Scheduling: Federated Geometry-Aware Correction Makes Exemplar Replay Work Better under Continual Dynamic Heterogeneity
2026
Cited
0
FedPDPO: Federated Personalized Direct Preference Optimization for Large Language Model Alignment
2026
Cited
0
Federated Learning Playground
2026
Cited
0
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Resume (English only)
Academic Achievements
- Published paper 'Application of Deep Reinforcement Learning in Autonomous Vehicles' in Nature
- Received IEEE Best Paper Award
- Holds two US patents
- Participated in several research projects funded by the National Natural Science Foundation
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Research Assistant, MIT Media Lab, 2017-2020
- Intern, Microsoft Research, Summer 2018
Education
- Ph.D., Massachusetts Institute of Technology (MIT), Department of Computer Science, 2015-2020, Advisor: Prof. Zhang
- M.S., Stanford University, Department of Electrical Engineering, 2013-2015
- B.A., Harvard University, Double Major in Physics and Mathematics, 2009-2013
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Passionate about music, proficient in piano playing
- Enjoys traveling and exploring different cultures
Co-authors
22 total
Chunyan Miao
Nanyang Technological University
Qiang Yang (杨强)
Hong Kong Polytechnic University, Emeritus(Chair Prof. HKUST, CAIO WeBank), IJCAI President 2017-19
Yang (Veronica) Liu
The Hong Kong Polytechnic University, Tsinghua University
Cyril Leung
Professor, Department of Electrical and Computer Engineering, University of British Columbia (UBC)
Lizhen Cui
Shandong University
Dusit (Tao) Niyato
Nanyang Technological University (NTU)
Yiqiang Chen
Professor of Computer Science, Institute of Computing Technology, CAS
Tang Xiaoli
Nanyang Technological University