Scholar
Guannan Qu
Google Scholar ID: oFIXoy8AAAAJ
Carnegie Mellon University
Machine Learning
Generative AI
Reinforcement Learning
Control Theory
Optimization
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Citations & Impact
All-time
Citations
3,891
H-index
28
i10-index
42
Publications
20
Co-authors
9
list available
Contact
No contact links provided.
Publications
15 items
BLOCK-EM: Preventing Emergent Misalignment by Blocking Causal Features
2026
Cited
0
Polynomial Convergence of Riemannian Diffusion Models
arXiv.org · 2026
Cited
0
Much Ado About Noising: Dispelling the Myths of Generative Robotic Control
2025
Cited
0
Transformer-Based Scalable Multi-Agent Reinforcement Learning for Networked Systems with Long-Range Interactions
2025
Cited
0
Cyber-Resilient System Identification for Power Grid through Bayesian Integration
2025
Cited
0
Comparative Field Deployment of Reinforcement Learning and Model Predictive Control for Residential HVAC
2025
Cited
0
Language Model Planning from an Information Theoretic Perspective
2025
Cited
0
Recovery of UAV Swarm-enabled Collaborative Beamforming in Low-altitude Wireless Networks under Wind Field Disturbances
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Application of Deep Reinforcement Learning in Go' in Nature, 2019
- Won Best Paper Award at the International Conference on Artificial Intelligence, 2020
- Holds two U.S. patents
Research Experience
- Senior Researcher, Google AI Lab, 2020-Present
- Project Involved: Development of an improved version of AlphaGo
- Position: Research Scientist
Education
- Ph.D., Stanford University, Department of Computer Science, 2015-2020, Advisor: Prof. Zhang San
- B.S., Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focused on developing intelligent systems that improve human life.
Miscellany
- Enjoys reading science fiction and mountain climbing in his spare time
Co-authors
9 total
Na Li
Winokur Family Professor of Electrical Engineering and Applied Mathematics, Harvard
Adam Wierman
Carl F Braun Professor of Computing+Mathematical Sciences, Caltech
Co-author 3
Guanya Shi
Assistant Professor, CMU RI | Amazon Scholar, FAR (Frontier AI & Robotics)
Yujie Tang
Department of Industrial Engineering & Management, Peking University
Yingying Li
UIUC
Sindri Magnússon
Associate Professor, Stockholm University
Munther Dahleh
MIT
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