CV
Research Interests
- Neuroscience: Computational Neuroscience; Reinforcement Learning
Education
- Ph.D. student in Neuroscience, Peking University, 2026 (expected)
- B.S. in Computer Science (with honors), Wuhan University, 2021
- GPA: 3.84/4.00 (92.1/100)
- Rank: 2/32 (selected from 363 students in School of Computer Science, Wuhan University)
- Exchange: Visiting Studnet at University of California, Berkeley (2019 summer)
Research Experience
- Peking University, Beijing, China, Research Assistant, Oct. 2021 - Present
- Advisor: Dr. Yunzhe Liu
- Researched the role of replay for memory consolidation.
- Build a machine replicate the replay observed in both human and rodent.
- Peking University, Beijing, China, Research Assistant, Mar. 2021 - Aug. 2021
- Advisor: Dr. Si Wu
- Researched the global to local information processing.
- Analyzed the dynamics of the neural network model with gap junction.
- Tsinghua University, Beijing, China, Research Assistant, Sept. 2020 - Mar. 2021
- Advisor: Dr. Minmin Luo
- Researched the role of pituitary cells in systemic neuroinflammation at the single-cell transcriptome level.
- Revealed the transcriptional differences of different types of pituitary cells in the process of central nervous endocrine inflammation regulation.
- Tsinghua University, Beijing, China, Research Assistant, May. 2020 - Aug. 2020
- Advisor: Dr. Bin Liu
- Researched the real-time processing of autonomous driving in the Internet of Vehicles.
- Designed efficient algorithms for the novel TCAM-NMC in-network accelerator, which accelerates the MEC-assisted similar 3D object detection for autonomous driving.
- Wuhan University, Wuhan, China, Research Assistant, Feb. 2020 - Apr. 2020
- Advisor: Dr. Haojun Ai
- Researched transfer learning in Air-Writing.
- Developed a system that could transfer between different people.
Awards & Honors
- Outstanding Graduate (12 out of 127, 10%), Wuhan University, Apr. 2021
- National Scholarship, Wuhan University, Oct. 2020
- Excellent Student Scholarship (Rank: 1/32), Wuhan University, Oct. 2020
- National Second Prize of FPGA Innovation Design Competition, China, Dec. 2019
- National Second Prize of Intelligent Robot Fighting Competition, China, Oct. 2019
- Excellent Student Scholarship (Rank: 4/32), Wuhan University, Oct. 2019
- Excellent Student Scholarship (Rank: 8/32), Wuhan University, Oct. 2018
- Freshman Scholarship, Wuhan University, Oct. 2017
Publications
- Wenquan Xu, Haoyu Song, Linyang Hou, Hui Zheng, Xinggong Zhang, Chuwen Zhang, Wei Hu, Yi Wang and Bin Liu, “SODA: Similar 3D Object Detection Accelerator at Network Edge for Autonomous Driving,” in IEEE International Conference on Computer Communications (INFOCOM), 2021.
- Yunzhe Li*, Hui Zheng*, He Zhu*, Haojun Ai and Xiaowei Dong, “Cross-People Mobile-Phone Based Airwriting Character Recognition,” in International Conference on Pattern Recognition (ICPR), 2020.