Zheng Xinye (郑鑫业)
Logo Third-Year Undergraduate @ Hefei University of Technology (HFUT)
Logo Research Intern @ University of Science and Technology of China (USTC)

Welcome to my academic homepage.

I'm an undergraduate student majoring in Computer Science and Technology at Hefei University of Technology. I am a member of the LMC (媒体计算实验室) led by Prof. Wang Meng (汪萌校长, 国家杰青, IEEE Fellow, IAPR Fellow).

I'm a Research Intern at Institute of Advanced Technology, a joint institute by University of Science and Technology of China USTC Logo and Chinese Academy of Sciences CAS Logo.

My research focuses on Large Language Models (LLMs), Multimodal LLMs (MLLMs) and AI for science. The detailed research focuses are listed below.

  1. Video Understanding with Multimodal Large Language Models
  2. AI for Science, such as AI for Psychology and AI for Biology
  3. Speech Emotion Recognition
  4. Affective Computing

Beyond my academic work, I enjoy mountaineering, hiking, and landscape photography.


Education
  • Hefei University of Technology (HFUT)
    Hefei University of Technology (HFUT)
    B.E. in Computer Science and Technology
    2023.09 - Present
Experience
  • Institute of Advanced Technology, University of Science and Technology of China (IAT, USTC)
    Institute of Advanced Technology, University of Science and Technology of China (IAT, USTC)
    Research Intern
    2025.07 - Present
  • Institute of Artificial Intelligence, Hefei Comprehensive National Science Center (IAI)
    Institute of Artificial Intelligence, Hefei Comprehensive National Science Center (IAI)
    Research Intern
    2025.07 - Present
Honors & Awards
  • Second Prize Scholarship at Hefei University of Technology (Top 5%)
    2025
  • Outstanding Student at Hefei University of Technology
    2025
  • China National Scholarship (Top 2%)
    2024
  • First Prize Scholarship at Hefei University of Technology (Top 2%)
    2024
  • Merit Student at Hefei University of Technology
    2024
News
2026
Thrilled to share that my paper has been accepted to the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026) [CCF-A]! Looking forward to the potential meetup in Denver, USA.
Feb 21
2025
One paper has been submitted to the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026) [CCF-A], now pending acceptance.
Nov 07
Due to visa complications with India, I’m joining the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025) [CCF-B] from May 23 to 25 as a student — May see you in Suzhou, China!
May 23
Selected Publications (view all )
Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation
Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation

Fei Wang, Xinye Zheng, Kun Li, Yanyan Wei, Yuxin Liu, Ganpeng Hu, Tong Bao, Jingwen Yang

The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026)

Multimodal Protein Language Models for Enzyme Kinetic Parameters: From Substrate Recognition to Conformational Adaptation

Fei Wang, Xinye Zheng, Kun Li, Yanyan Wei, Yuxin Liu, Ganpeng Hu, Tong Bao, Jingwen Yang

The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR 2026)

All publications