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😁
I am now research intern in Amazon Science
😁
I am now research intern in Amazon Science
  • mbzuai
  • abu dhabi

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yuchenlichuck/README.md

Note

I'm looking for full-time Research Scientist roles starting Summer 2027 (PhD expected Jul 2027). The best way to reach me is email or LinkedIn.

👋 About Me

I'm a 4th-year PhD student in Computer Vision at MBZUAI (Abu Dhabi), working in the Metaverse Lab under the supervision of Prof. Hao Li. I work on vision-language models (VLMs) and generative models for video and 3D. Before that, my work on 3D vision (PointNeXt, 3D CoMPaT) was published at NeurIPS and ECCV.

I have done research internships at Amazon Science (Prime Video) and Sony AI, and I serve as a reviewer for CVPR, ICCV, NeurIPS, AAAI, TPAMI, IJCV, TCSVT, and BMVC.

📚 Selected Publications

Year Paper Venue Links
2026 Perceptio: Perception Enhanced Vision Language Models via Spatial Token Generation arXiv:2603.18795 Paper · HF
2025 3DCoMPaT++: An Improved Large-scale 3D Vision Dataset for Compositional Recognition TPAMI 2025 Code
2025 Exploring Scaling Laws of PointNets 3DV 2025 (Nectar Track, Spotlight)
2022 PointNeXt: Revisiting PointNets with Improved Training and Scaling Strategies (1,600+ citations) NeurIPS 2022 Code
2022 3D CoMPaT: Composition of Materials on Parts of 3D Things ECCV 2022 (Oral) Code

Full list on Google Scholar.

📰 News

  • [Sep 2026] Selected as a Young Researcher at the Heidelberg Laureate Forum (HLF) and awarded the Carl-Zeiss-Stiftung Abbe Grant (top 3%).
  • [Mar 2026] Perceptio is out on Hugging Face and arXiv.
  • [Sep 2025] 3DCoMPaT++ accepted to TPAMI 2025.
  • [Jul 2025] Started as an Applied Scientist Research Intern at Amazon Science (Prime Video), Seattle.

🧪 Experience & Education

  • Amazon Science, Prime Video, Applied Scientist Research Intern (Jul – Nov 2025): scaled distributed training of Perceptio, a perception-enhanced VLM, on 256 NVIDIA H200 GPUs on AWS.
  • Sony AI, Research Intern (Jun – Nov 2024): built a music-driven dance video generation pipeline with a diffusion-based video model.
  • MBZUAI, PhD in Computer Vision (Aug 2023 – Jul 2027, expected).
  • KAUST, M.Sc. in Computer Science (2020 – 2022) · SUSTech, B.Sc. in Computer Science and Technology (2017 – 2021).

🔬 Research Interests

  • Multimodal Large Language Models and Vision-Language Models
  • Video Generation and Video Understanding
  • 3D Vision and 3D Scene Understanding
  • Generative Models for 3D and Video
  • World Models and Embodied AI

🛠️ Tech Stack

Python PyTorch JAX DeepSpeed DDP

🎙️ Talks & Media (in Chinese)

Interviews, talks, and podcasts

📫 Connect

Website · Google Scholar · LinkedIn · Email

Visitors

Pinned Loading

  1. EyeChecker EyeChecker Public

    Image segmentation of corneal ulceration using machine learning methods

    C++ 2

  2. vsp2018webapp-assignments vsp2018webapp-assignments Public

    Forked from juliengs/vsp2018webapp-assignments

    Instructions for the Vancouver Summer School web apps course offered by UBC.

    JavaScript

  3. rocketmq-externals rocketmq-externals Public

    Forked from apache/rocketmq-externals

    Mirror of Apache RocketMQ (Incubating)

    Java

  4. prototypical-random-walk/prototypical-random-walk prototypical-random-walk/prototypical-random-walk Public

    Here is the Code for prototypical random walk

    Python 4 1

  5. guochengqian/PointNeXt guochengqian/PointNeXt Public

    [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies

    Python 1.1k 164

  6. Vision-CAIR/3DCoMPaT Vision-CAIR/3DCoMPaT Public

    Official repository for the 3DCoMPaT dataset (ECCV2022 Oral)

    Jupyter Notebook 18 1