Hunan University · AI and Robotics

Yu Zheng 郑誉

I am a master's student in Electronic Information at the School of Artificial Intelligence and Robotics, Hunan University. I work on computer vision, representation learning, robotics, and embodied AI, co-advised by Prof. Jiaming Zhang and Prof. Kailun Yang.

Research

  • Computer Vision
  • Representation Learning
  • Robotics
  • Embodied AI
  • World Models
  • Multimodal Agents

Publications

Overview of the CoCoS-GPC cell representation learning framework

arXiv 2026

Beyond Gene Reconstruction: Learning Cell Representations through Complementary Transcriptomic Views

J. Xiong*, Y. Hu*, Y. Zheng, Y. Shi, X. Guo, J. Qi

Overview of the DEAF acoustic faithfulness benchmark framework

arXiv 2026

DEAF: A Benchmark for Diagnostic Evaluation of Acoustic Faithfulness in Audio Language Models

J. Xiong*, Y. Qi*, Q. Cao*, Y. Zheng, Y. Zhang, Z. Wang, R. Liao, W. Xu, S. Liu

Overview figure for OccSTeP spatio-temporal persistence benchmark

arXiv 2025

OccSTeP: Benchmarking 4D Occupancy Spatio-Temporal Persistence

Y. Zheng, J. Hu, K. Yang, J. Zhang

Education

  1. 2025 - Now M.S. in Electronic Information, Hunan University

    Changsha, China.

  2. 2021 - 2025 B.S. in Software Engineering, South China Normal University

    Guangzhou, China.

  3. 2021 - 2025 B.S. in Computing Science, University of Aberdeen

    Aberdeen, United Kingdom.

Professional Activities

Internship

  • Research Intern, Dept. PAIR, PolyU, Hong Kong, China.
  • Interface Development Intern, Dept. TEG, Tencent, Shenzhen, China.
  • Assistant Tutor, Dept. RoboMaster, DJI, Shenzhen, China.

Projects

  • First author, China College Students Innovation and Entrepreneurship Project on sport data evaluation based on human pose estimation.

Awards

2024
RoboMaster University League Mech Master Competition

Infantry Robot Award

National First Prize
2024
RoboMaster Super League Competition

Infantry Robot Award

National Second Prize
2024
RoboMaster Super League

Overall Competition

National Third Prize
2023
RoboMaster University League Mech Master Competition

Infantry Combat Award

National Second Prize
2023
MCM

Mathematical Contest in Modeling

Honorable Mention
2023
APMCM

Asia-Pacific Mathematical Contest in Modeling

Third Prize
2023
National Undergraduate Mathematical Contest in Modeling

Guangdong Division

Provincial Second Prize