Projects

Here presents some projects which I have worked on. A complete list of my publications in chronological order is listed at the bottom of this page. The most up-to-date publication list can be found in my Google Scholar site.

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CLARE

A self-evolving agent for resolving intent asymmetry in 3D tool orchestration (ACM MM 2026).
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Rex-Omni

A 3B-scale MLLM for object perception via next point prediction (CVPR 2026).
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IELTSagent

Local-first IELTS writing coach + image-based word cards (RAG + CV).
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Celeste

A Cocos2d-x (4.0) remake project for Windows.
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SWGZ

A mini program for Guangzhou architecture exhibition visitors.

Publications

ACM MM 2026
Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration
[arXiv] [GitHub]
Xiaoye Zhu, Weixin Li, Junan Huo, Bozhong Wang, Jia Zeng, Yi Yang, Cen Chen, Qi Liu
BibTeX 
@misc{zhu2026clarifyexecutingselfevolvingagent,
      title={Clarify Before Executing: A Self-Evolving Agent for Resolving Intent Asymmetry in 3D Tool Orchestration},
      author={Xiaoye Zhu and Weixin Li and Junan Huo and Bozhong Wang and Jia Zeng and Yi Yang and Cen Chen and Qi Liu},
      year={2026},
      eprint={2607.16352},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2607.16352},
}
CVPR 2026
Detect Anything via Next Point Prediction
[Project] [arXiv] [GitHub]
Qing Jiang, Junan Huo, Xingyu Chen, Yuda Xiong, Zhaoyang Zeng, Yihao Chen, Tianhe Ren, Junzhi Yu, Lei Zhang
BibTeX 
@misc{jiang2025detectpointprediction,
      title={Detect Anything via Next Point Prediction}, 
      author={Qing Jiang and Junan Huo and Xingyu Chen and Yuda Xiong and Zhaoyang Zeng and Yihao Chen and Tianhe Ren and Junzhi Yu and Lei Zhang},
      year={2025},
      eprint={2510.12798},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2510.12798}, 
}