Hi, I'm Gongpu Chen (陈功谱).
A
I am a postdoctoral researcher at Imperial College London, working with Prof. Deniz Gündüz. My research interests include information theory, reinforcement learning, implicit communication, intelligent cyber-physical systems, and wireless communications and networking.
Education
The Chinese University of Hong Kong
Ph.D. in Information Engineering
Supervisor: Prof. Soung Chang Liew
Thesis: Two Real-time Performance Metrics for Communication Networks: Analysis and Algorithms
August 2019 - July 2023 | Hong Kong SAR, China
Master in Control Science and Engineering
Supervisor: Prof. Xianghui Cao and Prof. Changyin Sun
Thesis: On Optimal Scheduling Methods for Industrial WirelessHART Networks
September 2016 - July 2019 | Nanjing, China
University of Electronic Science and Technology of China
Bachelor in Automation Engineering
Supervisor: Prof. Xiaoming Peng
Thesis: Depth Map Generation for Binocular Images
September 2012 - July 2016 | Chengdu, China
Publications
Pre-prints
-
GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits
Gongpu Chen, Soung Chang Liew and Deniz Gündüz
arXiv: 2408.09882 -
Covert Adversarial Actuators in Finite MDPs
Edoardo David Santi, Gongpu Chen, Deniz Gündüz and Asaf Cohen
arXiv: 2501.17002 -
Intermittently Observable Markov Decision Processes
Gongpu Chen and Soung Chang Liew
arXiv: 2212.02752
Publications
-
Actions Speak Louder Than Words: Rate-reward Trade-off in Markov Decision Processes
Haotian Wu, Gongpu Chen* and Deniz Gündüz
in the 13th International Conference on Learning Representations (ICLR), 2025.
[ArXiv] -
An Index Policy for Minimizing the Uncertainty-of-Information of Markov Sources
Gongpu Chen and Soung Chang Liew
in IEEE Transactions on Information Theory, vol. 70, no. 1, pp. 698-721, Jan. 2024.
[IEEE TIT] [ArXiv] -
Periodic Transmissions in Random Access Networks: Stressed Period and Delay
Gongpu Chen, Lihao Zhang and Soung Chang Liew
in IEEE Transactions on Communications, vol. 71, no. 7, pp. 4119-4132, July 2023
[IEEE TCOM] -
Uncertainty-of-Information Scheduling: A Restless Multi-armed Bandit Framework
Gongpu Chen, Soung Chang Liew and Yulin Shao
in IEEE Transactions on Information Theory, vol. 68, no. 9, pp. 6151-6173, Sept. 2022
[IEEE TIT] [ArXiv] -
Joint Scheduling and Channel Allocation for Kalman Filtering over Multihop WirelessHART Networks
Gongpu Chen, Xianghui Cao and Jiong Jin
in IEEE Transactions on Industrial Informatics, vol. 17, no. 5, pp. 3555-3565, May 2021
[IEEE TII]. -
Joint Scheduling and Channel Allocation for End-to-End Delay Minimization in Industrial WirelessHART Networks
Gongpu Chen, Xianghui Cao, Lu Liu, Changyin Sun and Yu Cheng
in IEEE Internet of Things Journal, vol. 6, no. 2, pp. 2829-2842, April 2019
[IEEE IoTJ] -
A Consensus-State-Aware Adaptive Algorithm for Tuning CSMA Parameters in Multi-Agent Networks
Mengdan Lei, Xianghui Cao, Gongpu Chen and Changyin Sun
in 2019 IEEE 28th International Symposium on Industrial Electronics (ISIE), Vancouver
[IEEE ISIE] -
Channel List Selection Based on Quality Prediction in WirelessHART Networks
Gongpu Chen, Rui Ma, Mengdan Lei and Xianghui Cao
in Journal of Communications and Information Networks, vol. 3, no. 3, pp. 49-56, Sept. 2018
[IEEE JCIN]
