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Chunjiang Liu

CMU ECE M.S. 3D Vision Stealth AI Startup AI Agents

About Me

I worked at an AI startup, where I built evaluation and sandbox infrastructure for AI agents. I received my M.S. in ECE from Carnegie Mellon University, where I worked with Prof. László A. Jeni and Yizhou Zhao on dynamic reconstruction and system identification from video.

Research Interests

Publications

Explore the Research Atlas · Accepted papers, mapped across the world.

  1. Submitted
    SimWorlds: A Multi-Agent System for Dynamic 3D Scene Creation
    Chunjiang Liu, Xiaoyuan Wang, Haoyu Chen, Yizhou Zhao, Ming-Hsuan Yang, László A. Jeni
    Submitted to NeurIPS 2026.
    PDF

  2. COLM
    Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty?
    Yichen Feng, Yuetai Li, Chunjiang Liu, Fengqing Jiang, Yue Huang, Yuanyuan Chen, Hang Hua, Zhengqing Yuan, Kaiyuan Zheng, Luyao Niu, Bhaskar Ramasubramanian, Basel Alomair, Xiangliang Zhang, Misha Sra, Zichen Chen, Radha Poovendran, Zhangchen Xu
    Conference on Language Modeling (COLM), 2026.
    PDF Code Project Page

  3. ECCV
    MemoBench: Benchmarking World Modeling in Dynamically Changing Environments
    Haoyu Chen, Kaichen Zhou, Hang Hua, Kaile Zhang, Jingwen Qian, Wufei Ma, Haonan Chen, Chunjiang Liu, Yizhou Zhao, Xiaoyuan Wang, Weiyue Li, Alan Yuille, Paul Pu Liang, Yilun Du
    European Conference on Computer Vision (ECCV), 2026.
    PDF Code Project Page

  4. ICLR
    MOSIV: Multi-Object System Identification from Videos
    Chunjiang Liu, Xiaoyuan Wang, Qingran Lin, Albert Xiao, Haoyu Chen, Shizheng Wen, Hao Zhang, Lu Qi, Ming-Hsuan Yang, Laszlo A. Jeni, Min Xu, Yizhou Zhao
    International Conference on Learning Representations (ICLR), 2026.
    PDF

  5. ICCV
    MASIV: Toward Material-Agnostic System Identification from Videos
    Yizhou Zhao, Haoyu Chen, Chunjiang Liu, Zhenyang Li, Charles Herrmann, Junhwa Hur, Yinxiao Li, Ming-Hsuan Yang, Bhiksha Raj, Min Xu
    IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
    PDF Code

  6. ICCV-W
    Total-Editing: Head Avatar with Editable Appearance, Motion, and Lighting
    Yizhou Zhao, Chunjiang Liu, Haoyu Chen, Bhiksha Raj, Min Xu, Tadas Baltrusaitis, Mitch Rundle, HsiangTao Wu, Kamran Ghasedi
    IEEE/CVF International Conference on Computer Vision Workshop (ICCV Workshop), 2025.
    PDF

Working Experience

Member of Technical Staff, Bake AI Inc.

2025-2026

Agent Evaluation · Benchmarking · 1Bench · ArtArena

Research Associate, Carnegie Mellon University, ECE

2024 — 2025

Dynamic Reconstruction · System Identification · Differentiable Simulation · Neural Constitutive Models · Head Avatar Editing