I am a stupid PhD from the Department of Computer Science and Technology, Beijing Institute of Technology (BIT, ๅไบฌ็ๅทฅๅคงๅญฆ่ฎก็ฎๆบๅญฆ้ข), under the supervision of Prof. Chi Harold Liu. I received both of my Bachelor's degree and Docter's degree from BIT (Software Engineering: 2015-2019 / Computer Science and Technology: 2019-2025).
My research interest includes mobile crowdsensing and unmanned vehicles, with the consideration of 5G communication modeling and reinforcement learning techniques. I have published more than 10 papers at the top international conferences (e.g., KDD, ICDE, CoRL, INFOCOM) and journals (e.g., TKDE, TMC). I am also one of the Student Liaison of RLChina committee.
Contact: I'm always glad to discuss or collaborate! If interested, feel free to email me at [email protected].
- Personal Pages: https://www.zipengdai.com (updated recently๐ฅ)
- Google Scholar: https://scholar.google.com/citations?user=e2c7Kt0AAAAJ
- Blog: https://www.zhihu.com/people/daizipeng
- Weibo: https://www.weibo.com/7285095799
- Rednote๏ผๅๅๆด
- 2025.06: ๐๐ Congratulations to Zihao for open-sourcing UavNetSim-v1 โ a comprehensive, Python-based simulation platform for UAV networks. It models key layers including the network, MAC, and physical layers, along with UAV mobility and energy dynamics. The platform is highly extensible for beginners in the networking and communications community, empowering users to design and test custom protocols for a wide range of applications.
- 2025.05: ๐ค ๐ค My google scholar citations have exceeded 500!
My full paper list is shown at my personal homepage.
- AoI-minimal UAV Crowdsensing by Model-based Graph Convolutional Reinforcement Learning, Zipeng Dai, Chi Harold Liu, Yuxiao Ye, Rui Han, Ye Yuan, Guoren Wang, Jian Tang, INFOCOM 2022,
- Delay-Sensitive Energy-Efficient UAV Crowdsensing by Deep Reinforcement Learning, Zipeng Dai, Chi Harold Liu, Rui Han, Guoren Wang, Kin K. Leung, Jian Tang, IEEE Transactions on Mobile Computing (TMC), 2022,
- Distributed and Energy-Efficient Mobile Crowdsensing with Charging Stations by Deep Reinforcement Learning, Chi Harold Liu, Zipeng Dai, Yinuo Zhao, Jon Crowcroft, Dapeng Wu, Kin K. Leung, IEEE Transactions on Mobile Computing (TMC), 2019,
- Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System, Zipeng Dai, Tianze Zhou, Kun Shao, David Henry Mguni, Bin Wang, Jianye Hao, CoRL 2022