Scholar
Jun Wang
Google Scholar ID: wIE1tY4AAAAJ
Professor, Computer Science, University College London
Machine Learning
Multi-agent Learning
Information Retrieval
Recommender Systems
Computational Advertising
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Citations & Impact
All-time
Citations
22,301
H-index
68
i10-index
181
Publications
20
Co-authors
132
list available
Contact
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Publications
29 items
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks
2026
Cited
0
A self-learning scientific agent for X-ray diffraction
2026
Cited
0
Harnessing Large Language Models to Compile Task-Relevant Context into Bayesian Optimisation
2026
Cited
0
Information-Time Proximal Policy Optimization
2026
Cited
0
What Makes an Efficient VLA? Navigating Action-Head Design, Scaling, and Latency
2026
Cited
0
Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation
2026
Cited
0
Information-Based Calibration of Uncertainty Quantification in Product-of-Experts Gaussian Process Models
2026
Cited
0
Large Discovery Models: Empirically-grounded Model-Based Open-Ended Search
2026
Cited
0
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Resume
Academic Achievements
- Published papers in top-tier conferences such as KDD, NIPS, ICLR, ICML, AAAI, SIGIR;
- Received Best Paper Award Honorable Mention at SIGIR 2017.
Research Experience
- Professor of Computer Science at University College London;
- Member of the UCL Centre for Artificial Intelligence;
- Turing Fellow at the Alan Turing Institute;
- Co-founder of MediaGamma Ltd.
Background
- Research Interests: AI and Machine Learning, (Multi-agent) Reinforcement Learning and Control, Neural Generative Models;
- Statistical Modeling of Information Retrieval, Dynamic Information Retrieval;
- Data Mining, Personalization, Collaborative Filtering (Recommender Systems);
- Computational Advertising and Real-time Bidding.
Co-authors
14 total
Haitham Bou-Ammar
RL-Team Leader, BO-Team Leader, MAS-Team Leader Huawei Noah's Ark Lab, H. Assistant Professor @ UCL
David Mguni
Lecturer, Computer Science, Queen Mary University of London
Arjen P. de Vries
Radboud Universiteit
Johan Pouwelse
Associate Professor of Computer Science, Delft University of Technology
Rasul Tutunov
Massachusetts Institute of Technology
Wei Pan
Associate Professor, University of Manchester
Xidong Feng
Google DeepMind
Stephen McAleer
Anthropic