(A work-study-life balance people)
Postdoctoral Fellow
Department of Information Engineering
The Chinese University of Hong Kong
Email: hrmpeng[@]gmail.com / haoranpeng[@]cuhk.edu.hk
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.
I have developed a particular interest in Machine Learning for Wireless Communications, on which I have published several related articles.
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
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)
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)
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)
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)
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”, has submitted to IEEE Trans. Wireless Commun. (under review).
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).
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).
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]
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]
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]
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]
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]
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]
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