Haoran Peng

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Haoran Peng (彭浩然)

(A work-study-life balance people)

Postdoctoral Fellow
Department of Information Engineering
The Chinese University of Hong Kong
Email: haoranpeng[@]cuhk.edu.hk

[Google Scholar]

About me

I am a postdoctoral researcher (with a Postdoctoral Fellowship) at The Chinese University of Hong Kong (CUHK) supervised by Prof. Angela Yingjun Zhang. Prior to that, I received my Ph.D. degree (Honors, 杰出毕业生) in Electronics and Electrical Engineering from National Yang Ming Chiao Tung University (previously National Chiao Tung University) in 2022, where Prof. Li-Chun Wang advised me. Previously, I received my BEng degree at the University of Electronic Science and Technology of China (UESTC), Chengdu, China in 2015. From 2015 to 2018, I was a full-time software engineer and launched a tech startup with my friends. Unfortunately, it didn’t succeed.

I did a visiting research at Rochester Institute of Technology in the summer of 2021, advised by Prof. Shanchieh Yang and Prof. Hanif Rahbari.

Research Interests

I have developed a particular interest in Machine Learning for Wireless Communications, on which I have published several related articles.

Education

National Yang Ming Chiao Tung University, Taiwan
Sep. 2018 - Nov. 2022

Ph.D. in Electronics and Electrical Engineering
(MS Straight to Doctoral Program in Sep. 2020)

Rochester Institute of Technology, NY, USA
Jun. 2021 - Aug. 2021

Visiting Research Student in CyberSecurity

University of Electronic Science and Technology of China, Chengdu
Sep. 2011 - Jul. 2015

Bachelor of Engineering in Computer Software Engineering

Publications

Journal Papers

  1. Haoran Peng, and Li-Chun Wang, “Energy Harvesting Reconfigurable Intelligent Surface for UAV Based on Robust Deep Reinforcement Learning”, IEEE Trans. Wireless Commun., vol. 22, no. 10, pp. 6826-6838, Oct. 23, 2023, doi: 10.1109/TWC.2023.3245820 [Paper] [Code] [Slides] (中科院一区，CCF-B)

  2. Haoran Peng, Ching-Chieh Hsia, Zhu Han, and Li-Chun Wang, “A Generalized Delay and Backlog Analysis for Multiplexing URLLC and eMBB: Reconfigurable Intelligent Surfaces or Decode-and-Forward?”, Early Access, Sep. 2023, IEEE Trans. Wireless Commun. [Code] (中科院一区，CCF-B)

  3. Haoran Peng, Li-Chun Wang, and Zhuo-Fu Jian, “Data-Driven Spectrum Partition for Multiplexing URLLC and eMBB”, IEEE Trans. Cogn. Commun. Netw., vol. 9, no. 2, pp. 386-397, Apr., 2023. [Paper] (中科院一区)

  4. Haoran Peng, Ang-Hsun Tsai, Li-Chun Wang, and Zhu Han, “LEOPARD: Parallel Optimal Deep Echo State Network Prediction Improves Service Coverage for UAV-assisted Outdoor Hotspots”, IEEE Trans. Cogn. Commun. Netw., vol. 8, no. 1, pp. 282-295, Mar. 2022. [Paper] [Slides] [Code] (中科院一区)

  5. Haoran Peng, Yen-Ting Lin, Cheng-Yuan Ho, and Li-Chun Wang, “Energy Efficiency Optimization for IoT Systems with Reconfigurable Intelligent Surfaces: A Self-Supervised Reinforcement Learning Approach”, accepted by IEEE Trans. Wireless Commun.. (中科院一区，CCF-B)

  6. Haoran Peng, Hanif Rahbari, Shanchieh Jay Yang, and Li-Chun Wang, “Resilient V2X Spectrum Sharing via Non-cooperative Learning in Adversarial Settings”, has submitted to IEEE Trans. Wireless Commun. (under review).

  7. Haoran Peng, and Ying-Jun Angela Zhang, “Graph Attention-based Decentralized Actor-Critic for Dual-Objective Control of Multi-UAV Swarms”, has submitted to IEEE Trans. Mob. Comput. (under review).

Conference Papers

  1. Haoran Peng, Hanif Rahbari, Shanchieh Jay Yang, and Li-Chun Wang, “Non-cooperative Learning for Robust Spectrum Sharing in Connected Vehicles with Malicious Agents”, in Proc. IEEE Glob. Commun. Conf. (GLOBECOM), Rio de Janeiro, Brazil, Dec. 2022, pp. 1769-1775. [Paper]

  2. Haoran Peng, Li-Chun Wang, Geoffrey Ye Li, and Ang-Hsun Tsai, “Long-Lasting UAV-aided RIS Communications based on SWIPT”, in Proc. IEEE Wireless Commun. Netw. Conf. (WCNC), Apr. 2022, pp. 1844—1849. [Paper] [Code] [Slides] [Video]

  3. Haoran Peng, Cheng-Yuan Ho, Yen-Ting Lin, and Li-Chun Wang, “Energy-Efficient Symbiotic Radio Using Generalized Benders Decomposition”, in Proc. IEEE 96th Veh. Technol. Conf. (VTC-Fall), Beijing/London, Sep. 2022, pp. 1-5. [Paper] [Video]

  4. Haoran Peng, Chao Chen, C. Lai, Li-Chun Wang, and Zhu Han, “A Predictive On-Demand Placement of UAV Base Stations Using Echo State Network,” in Proc. IEEE/CIC Int. Conf. Commun. China (ICCC), Aug. 2019, pp. 36—41. [Paper]

  5. Haoran Peng, Pei-Chen Chen, Pin-Hua Chen, Yung-Shun Yang, Ching-Chieh Hsia, and Li-Chun Wang, “6G toward Metaverse: Technologies, applications, and challenges,” in Proc. IEEE VTS Asia Pac. Wireless Commun. Symp. (APWCS), Aug. 2022, pp. 6—10. [Paper]

  6. Li-Chun Wang, Haoran Peng, Cheng-Sen Huang, and Ang-Hsun Tsai, “Latest Advances in Spectrum Management for 6G Communications”, in Proc. IEEE Wireless Opt. Commun. Conf. (WOCC), Oct. 2021, pp. 295—297. [Paper]

Selected Research Experience

Universal Global Scientific Industrial CO., LTD., Taiwan
Feb. 2021 - Feb. 2022

Topic: Cross-component Defect Detection for Bridging and Insufficient Solder Defects. Advised by: Prof. Hong-han Shuai

Rochester Institute of Technology, NY, USA
Jun. 2021 - Present

Topic: Non-cooperative Learning for Robust Spectrum Sharing in Connected Vehicles with Selfish Agents

Reviewer

  1. IEEE Transactions on Cognitive Communications and Networking
  2. IEEE Transactions on Wireless Communications
  3. IEEE Transactions on Vehicle Technology
  4. IEEE Wireless Communications
  5. IEEE Communications Magazine
  6. 2022 IEEE International Conference on Communications (ICC) Workshop
  7. IEEE Vehicular Technology Conference TPC Member

Selected Awards & Scholarship