Yu Huang 🌙
Yu Huang

MPhil Student

About Me

I am a Second-year MPhil student in HKUST(GZ), where I am advised by Prof. Xuming Hu and Prof. Yi R. (May) Fung. Before that, I have got my master degree in Data Science from The University of Hong Kong (HKU) and my bachelor degree in Electronic Information Engineering from Chongqing University (CQU). I am honored to have collaborated with distinguished researchers such as Jungang Li and yibo yan. My research interests lie at multimodal LLM, with a particular focus on (1) multimodal understanding, such as video understanding, video reasoning, (2) multimodal retrieval (e.g., visual document retrieval) and (1) intersection of multimodal and trustworthy AI (e.g., watermarking, jailbreak).

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Interests
  • Trustworthy AI
  • LLM
  • MLLM
Education
  • MPhil in Artificially Intelligence

    HKUST(GZ)

  • MS in Data Science

    The University of Hong Kong

  • BEng in Electronic Information Engineering

    Chongqing University

News

🎉 Graduated from HKU

Successfully completed my Master’s degree in Data Science from The University of Hong Kong

Publications
Full list of Publications
(2025). KnowMT-Bench: Benchmarking Knowledge-Intensive Long-Form Question Answering in Multi-Turn Dialogues. In arXiv.
(2025). Video Signature: In-generation Watermarking for Latent Video Diffusion Models. In arXiv.
(2025). Videomark: A distortion-free robust watermarking framework for video diffusion models. In arXiv.
(2024). Guarding the Gate: ConceptGuard Battles Concept-Level Backdoors in Concept Bottleneck Models. In arXiv.
(2024). CAT: Concept-Level Backdoor Attacks for Concept Bottleneck Models. In arXiv.