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
7 items
FedPDPO: Federated Personalized Direct Preference Optimization for Large Language Model Alignment
2026
Cited
0
Federated Learning Playground
2026
Cited
0
TextResNet: Decoupling and Routing Optimization Signals in Compound AI Systems via Deep Residual Tuning
2026
Cited
0
AnomSeer: Reinforcing Multimodal LLMs to Reason for Time-Series Anomaly Detection
2026
Cited
0
Rethinking LoRA for Data Heterogeneous Federated Learning: Subspace and State Alignment
2026
Cited
0
A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine
2026
Cited
0
Textual Equilibrium Propagation for Deep Compound AI Systems
2026
Cited
0
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
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