Ling PAN
Ling PAN 潘玲
PhD in Computer Science and Technology, Tsinghua University
Assistant Professor
Primary Appointment: Electronic & Computer Engineering
Tel: | (852) 3469 2725 |
Email: | |
Office: | Room 2447 |
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Research Area
Artificial Intelligence
Research Interests
Deep reinforcement learning; Multi-agent systems; AI for science; Robotics;
Biography
Before joining HKUST, Ling Pan was a postdoctoral fellow at Mila-Quebec AI Institute supervised by Prof. Yoshua Bengio. She received her Ph.D. from the Institute for Interdisciplinary Information Sciences, Tsinghua University in 2022, and received her B.E. from the School of Computer Science and Engineering, Sun Yat-Sen (Zhongshan) University in 2017. During her Ph.D., she visited Stanford University, University of Oxford. She was also a recepient of Microsoft Research Ph.D. Fellowship (Asia).
Ling's research interests mainly include theoretical understanding, algorithmic improvements and practical application of generative flow networks (GFlowNets; Bengio et al., 2021), reinforcement learning and multi-agent systems. She focuses on developing robust, efficient, and practical decision-making algorithms.