Ran Li

Ran Li

Postdoctoral scholar in Department of Information Engineering @ CUHK

The Chinese University of Hong Kong

Biography

Ran Li is currently a postdoctoral scholar in the Department of Information Engineering at The Chinese University of Hong Kong (CUHK), working with Prof. Ying-Jun (Angela) Zhang. He obtained the Ph.D. degree in Computer and Information Engineering from The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen), with an advisory of Prof. Chuan Huang. Previously, he obtained the B.Eng. in Communication Engineering (Yingcai Honors College) from the University of Electronic Science and Technology of China (UESTC).

Interests
  • Wireless communications
  • Deep Reinforcement Learning
Education

  • Ph.D. in Computer and Information Engineering

    The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen)

  • B.Eng. in Communication Engineering (Yingcai Honors College)

    University of Electronic Science and Technology of China (UESTC)

Research Topics

  • Mac layer resource allocation.

  • Near-field communication.

  • Deep reinforcement learning.

Recent Publications

Ran Li, Chuan Huang, Xiaoqi Qin, Lei Yang (2024). AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Method. IEEE International Conference on Communications (ICC 2024).

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Meng He, Ran Li, Chuan Huang, Shulong Zhang (2024). A Joint Model and Data Driven Method for Distributed Estimation. IEEE Internet of Things Journal.

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Ran Li, Chuan Huang, Xiaoqi Qin, Shengpei Jiang, Nan Ma, Shuguang Cui (2024). Coexistence Between Task- and Data-Oriented Communications: A Whittle's Index Guided Multiagent Reinforcement Learning Approach. IEEE Internet of Things Journal.

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Dan Wang, Ran Li, Chuan Huang, Xiaodong Xu, Hao Chen (2023). User Association and Power Allocation for User-Centric Smart-Duplex Networks via Tree-Structured Deep Reinforcement Learning. IEEE Internet of Things Journal.

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Dan Wang, Ran Li, Chuan Huang, Xiaodong Xu, Hao Chen (2023). User Association and Power Allocation for User-Centric Smart-Duplex Networks via Deep Reinforcement Learning. IEEE International Conference on Communications (ICC 2023).

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See all publications

Preprint Papers

AoI-Delay Tradeoff in Mobile Edge Caching: A Mixed-Order Drift-Plus-Penalty Algorithm
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Multicast Scheduling over Multiple Channels: A Distribution-Embedding Deep Reinforcement Learning Method
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