Junxiao Xue

Junxiao Xue

Pl, Zhejiang Lab

Biography

I received the Ph.D. degree in Computational Mathematics from the School of Mathematical Sciences, Dalian University of Technology, Dalian, China, in 2009. I am currently a Researcher at Zhejiang Lab, Hangzhou, China. My research interests include multi-agent systems, reinforcement learning, and embodied intelligence. I have authored more than 80 journal and conference papers in these areas, including publications in IEEE TKDE, IEEE TSMC: Systems, CVPR, ACM MM, and ECCV.

Work Experience

  • 2023.02-present, Research Institute of Artificial Intelligence, Zhejiang Lab, Research Expert.
  • 2023.05-present, Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences, Graduate Supervisor (adjunct).
  • 2023.06-present, College of Computer Science and Technology, Zhejiang University, Adjunct Faculty.
  • 2009.07-2023.02, School of Cyber Science and Engineering, Zhengzhou University, Associate Professor.
  • 2018.09-2019.09, San Diego State University, Visiting Scholar.
  • 2014.05-2014.08, Henan Splendor Science & Technology Co., Ltd., Researcher (part-time).
  • 2021.05-2022.05, Zhongyuan Dynamics Intelligent Robot Co., Ltd., Senior Researcher (part-time).
  • 2009.07-2013.12, School of Software, Zhengzhou University, Lecturer.

Education

  • Ph.D. in Computational Mathematics, Dalian University of Technology, 2003-2009.
  • B.S. in Mathematics and Applied Mathematics, Henan University, 1999-2003.

Research Interests

  • Multi-Agent Systems: cognition and decision-making mechanisms for satellite agents under incomplete information, continual learning, and multi-agent collaboration.
  • Reinforcement Learning: action-curiosity-driven learning enhancement, dynamic obstacle avoidance, and path planning in nondeterministic environments.
  • Embodied Intelligence: cognition-driven autonomous planning and decision-making, including embodied intelligent satellites and spacecraft.

Professional Service

  • Publicity Chair: ISMAR 2019; ICVRV 2018 and 2017.
  • Program Committee Secretary-General: the 23rd CCF Conference on Computer-Aided Design and Computer Graphics.
  • Program Committee Member: CAD&CG 2023, AAAI 2022, ISMAR 2019, and ICVRV 2018 and 2017.
  • Reviewer for IEEE TNNLS, IEEE TMM, Computers & Graphics, Information Processing & Management, Knowledge-Based Systems, AAAI, and other venues.
  • Committee Member of the CCF Technical Committee on Virtual Reality and Visualization, the CCF Technical Committee on CAD and Graphics, and the CICC Committee on Virtual Reality and Human-Computer Interaction.