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    Diancheng Kang 康殿承

    Diancheng Kang at Victoria Harbour in Hong Kong
    Victoria Harbour, Hong Kong · July 9, 2026
    12212221@mail.sustech.edu.cn
    Nihil

    Hi, I’m Diancheng Kang, a graduate of the Department of Computer Science and Engineering
    at Southern University of Science and Technology.

    My research interests include:

    • Continual learning for large language models
    • Multimodal learning
    • Mechanistic interpretability

    Selected Works

    1. 2026

      Prompt-Activation Duality: Improving Activation Steering via Attention-Level Interventions

      Diancheng Kang*, Zheyuan Liu*, Ningshan Ma, Yue Huang, Zhaoxuan Tan, Meng Jiang

      arXiv preprint

      arXiv
    2. 2026

      Question-in-the-Loop: Interleaved Query Tokens as Visual Summarizers for Video LLMs

      Diancheng Kang*, Zehai Niu*, Jiayi Lyu, Haochen Wang, Linlin Shen, Jinbao Wang, Xiaoyu Qin

      ACM Multimedia 2026

    * Equal contribution.

    Experiences

    1. University of North Carolina at Chapel Hill badge

      The University of North Carolina at Chapel Hill

      Chapel Hill, NC, USA

      Remote research intern

      Jun 2026 – Present

      with Prof. Tianlong Chen and Prof. Zhen Tan

    2. Southern University of Science and Technology badge

      Southern University of Science and Technology

      Shenzhen, China

      B.Eng. in Computer Science and Technology

      Jul 2022 – Jul 2026

    3. University of Notre Dame badge

      University of Notre Dame

      Notre Dame, IN, USA

      Research collaborator

      Feb 2026 – May 2026

      with Ph.D. candidate Zheyuan Liu and Prof. Jiang Meng

    4. Tsinghua University badge

      Tsinghua University

      Beijing, China

      Remote research assistant

      May 2025 – Feb 2026

      with Dr. Xiaoyu Qin