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LinghaoChan/README.md

Hi here, I'm Ling-Hao CHEN (陈凌灏 in Chinese, Evan in English)!

[Highlight]: My research goal targets a scalable humanoid agent/avatar controlled or driven by multi-modality signals. 1) Motion generation for downstream tasks (HumanMAC, MotionLCM), 2) Closed loop in generating high-quality motion (HumanTOMATO, MotionLLM), 3) Scalable controller (future).

Now, I am a second-year Ph.D. student at Tsinghua University, supervised by Prof. Harry SHUM. I obtained my bachelor's degree from Xidian University in June 2022. My research interest includes Computer Graphics and Computer Vision, especially motion synthesis. I have worked as a Research Intern at the International Digital Economy Academy (IDEA Research) since Nov. 2021, where I work closely with Prof. Lei ZHANG.

Conference Reviewer or PC Member: SIGKDD (2024), ICLR (2024), NeurIPS (2023, 2024), ICML (2024), CVPR (2024), ICCV (2023), ECCV (2024), ICDM (2023), ACL (2024), AAAI (2024), UAI (2023), IJCAI (2024), AISTATS (2024), ACML (2023), ACM MM (2024).

Journal Reviewer: TNNLS, ACM TIST, Information Fusion.

I like making some demo videos. Demo videos made by me: T-Rex, HumanTOMATO.

E-mail: thu DOT lhchen AT gmail DOT com

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  1. HumanMAC HumanMAC Public

    [ICCV-2023] Official code for work "HumanMAC: Masked Motion Completion for Human Motion Prediction".

    Python 272 16

  2. IDEA-Research/HumanTOMATO IDEA-Research/HumanTOMATO Public

    [ICML 2024] 🍅HumanTOMATO: Text-aligned Whole-body Motion Generation

    Python 286 8

  3. Dai-Wenxun/MotionLCM Dai-Wenxun/MotionLCM Public

    [ ECCV 2024 ] MotionLCM: This repo is the official implementation of "MotionLCM: Real-time Controllable Motion Generation via Latent Consistency Model"

    Python 242 9

  4. UniMoCap UniMoCap Public

    [Open-source Project] UniMoCap: community implementation to unify the text-motion datasets (HumanML3D, KIT-ML, and BABEL) and whole-body motion dataset (Motion-X).

    Python 151 5

  5. IDEA-Research/MotionLLM IDEA-Research/MotionLLM Public

    [Arxiv-2024] MotionLLM: Understanding Human Behaviors from Human Motions and Videos

    Python 243 8

  6. OpenTMA OpenTMA Public

    OpenTMA: support text-motion alignment for HumanML3D, Motion-X, and UniMoCap

    Python 30 2