School of Artificial Intelligence · Beihang University

Zhongyi Li

PhD Student

Researching large AI models and reinforcement learning, with a focus on alignment, agent collaboration, and model safety.

Google Scholar
Research areas: large AI models and reinforcement learning, connected to alignment, optimization, agent collaboration, and safety

About

I am a PhD student at the School of Artificial Intelligence, Beihang University. My research focuses on large AI models and reinforcement learning, particularly model alignment, reinforcement learning optimization, agent collaboration, and model safety and reliability.

I have published research in journals and conferences and hold more than ten granted invention patents. I received a bronze award in the Ascend AI Innovation Competition and third prize in the 2nd National AI Model Industry Application Innovation Competition. My work spans algorithm research, model training, system development, and practical deployment.

Publications

  1. Robust Outlier Detection for High-Dimensional Interval-Valued Data [paper]

    Wan Tian, Zhongyi Li, Yijie Peng

    China Journal of Econometrics, 2026, 6(4): 976–999

  2. Efficient3D-AD: Token-Efficient and View-Aware Zero-shot 3D Multimodal Anomaly Detection [paper]

    Jinju Chen, Lize Gu, Xuan Chen, Zhongyi Li

    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2026), pp. 11247–11251

Granted Invention Patents

  1. 2026

    Method, system, device, and storage medium for repairing GIS roadway maps

    CN117763073B

  2. 2026

    Machine vision-based method and apparatus for detecting conveyor belt misalignment

    CN117566378B

  3. 2025

    Computer vision-based inspection method, system, and unmanned vehicle

    CN115657670B

  4. 2024

    CV-based method and apparatus for identifying component faults in scraper conveyors

    CN114212483B

  5. 2023

    Object tracking method, apparatus, electronic device, and readable storage medium

    CN112101207B

  6. 2023

    Coal-gangue sorting method, apparatus, and electronic device

    CN112588609B

  7. 2022

    Underground video data processing method, apparatus, electronic device, and storage medium

    CN111866586B

  8. 2021

    Method, system, device, and storage medium for detecting abnormal conveyor belt operation

    CN110490995B

  9. 2021

    Method, apparatus, system, and storage medium for monitoring conveyor belt operating status

    CN110619625B

  10. 2021

    Conveyor belt speed measurement method, system, device, and computer storage medium

    CN111487432B

  11. 2021

    Method, apparatus, and device for monitoring the operating status of a belt conveyor

    CN110422586B