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Manchery
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Exploring

Jialong Wu Manchery

Exploring
Ph.D. student @thuml, in pursuit of world models

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Manchery/README.md

Hi , I'm Jialong Wu (Manchery)

An active stargazer from China

  • I'm currently a PhD student (from 2022 Fall) in School of Software, Tsinghua University, advised by Prof. Mingsheng Long.
  • I've received my Bachelor's degree in Software Engineering and a second Bachelor's degree in Pure and Applied Mathematics from Tsinghua University.
  • I'm broadly interested in deep learning, machine learning, and mathematics.
  • I used to enjoy competitive programming and compete in the Olympiad in Informatics (OI).
  • My favorite motto is Sidere mens eadem mutato (Latin, Fan Xing Zong Bian ,Zhi Hui Yong Heng in Chinese).
  • I'm an idealist and a perfectionist. I'm also an Apple fan and a Pokemon fan.
  • I'm lucky to have my love LYW in my life.

Languages and Tools:

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  1. thuml/iVideoGPT thuml/iVideoGPT Public

    Official repository for "iVideoGPT: Interactive VideoGPTs are Scalable World Models" (NeurIPS 2024), https://arxiv.org/abs/2405.15223

    Python 171 17

  2. thuml/RLVR-World thuml/RLVR-World Public

    Official repository for "RLVR-World: Training World Models with Reinforcement Learning" (NeurIPS 2025), https://arxiv.org/abs/2505.13934

    Python 225 11

  3. thuml/MiniVeo3-Reasoner thuml/MiniVeo3-Reasoner Public

    Thinking with Videos from Open-Source Priors. We reproduce chain-of-frames visual reasoning by fine-tuning open-source video models. Give it a star if you find it useful.

    Python 217 8

  4. thuml/Reasoning-Visual-World thuml/Reasoning-Visual-World Public

    Official repository for "Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models", https://arxiv.org/abs/2601.19834

    78 1

  5. thuml/ContextWM thuml/ContextWM Public

    Code release for "Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning" (NeurIPS 2023), https://arxiv.org/abs/2305.18499

    Python 70 3

  6. thuml/HarmonyDream thuml/HarmonyDream Public

    Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344

    Python 51 1