Lingxuan (Xavier) Huang

Building Autonomous Agents.

I am a Ph.D. student at The University of Hong Kong, advised by Prof. Chao Huang.

I obtained my Master's degree from The University of Hong Kong and worked closely with Prof. Lianghao Xia.

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News

2025.10 We release ViMax "Agentic Video Generation".

2025.07 We release VideoAgent "Agentic Framework for Video Understanding, Editing, and Remaking".

Selected Publications

* Equal contribution

  • ViMax: Agentic Video Generation

    L. Huang*, S. He*, H. Zhou*, L. Nie, L. Xia, C. Huang

    An agentic video creation framework that brings scriptwriting, storyboarding, and video generation into one workflow.

    code pdf stars

  • Why Your Deep Research Agent Fails? On Hallucination Evaluation in Full Research Trajectory

    Y. Zhan, T. Fan, L. Huang, Z. Guo, C. Huang

    Evaluating hallucinations throughout the plan-search-summarize process with the PING taxonomy and DeepHalluBench.

    pdf

  • EMNLP 2026

    VideoAgent: All-in-One Framework for Video Understanding and Editing

    H. Zhou*, L. Huang*, J. Wang, B. Zhou, S. Wu, L. Xia, C. Huang

    A unified agentic framework for understanding, editing, and remaking videos through natural-language requests.

    code pdf stars