Yuze Zhao

Yuze Zhao, Junpeng Fang, Lu Yu, Zhenya Huang, Kai Zhang, Qing Cui, Qi Liu, Jun Zhou, Enhong Chen

The Forty-third International Conference on Machine Learning (ICML 2026).

@inproceedings{zhao2026what,
  title={What Really Improves Mathematical Reasoning: Structured Reasoning Signals Beyond Pure Code},
  author={Zhao, Yuze and Fang, Junpeng and Yu, Lu and Huang, Zhenya and Zhang, Kai and Cui, Qing and Liu, Qi and Zhou, Jun and Chen, Enhong},
  booktitle={Forty-third International Conference on Machine Learning},
  year={2026},
  url={https://openreview.net/forum?id=7EK1E8wxVO}
}

Yuze Zhao, Tianyun Ji, Wenjun Feng, Zhenya Huang, Qi Liu, Zhiding Liu, Yixiao Ma, Kai Zhang, Enhong Chen

The Thirteenth International Conference on Learning Representations (ICLR 2025), Singapore, 2025.

Introduces code reasoning as a distinct reasoning setting and proposes the RHDA pipeline to iteratively decompose, verify, and amend hypotheses during program reasoning.

@inproceedings{zhao2025unveiling,
  title={Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment},
  author={Zhao, Yuze and Ji, Tianyun and Feng, Wenjun and Huang, Zhenya and Liu, Qi and Liu, Zhiding and Ma, Yixiao and Zhang, Kai and Chen, Enhong},
  booktitle={The Thirteenth International Conference on Learning Representations},
  year={2025},
  url={https://openreview.net/forum?id=kN25ggeq1J}
}

Yuze Zhao, Zhenya Huang, Yixiao Ma, Rui Li, Kai Zhang, Hao Jiang, Qi Liu, Linbo Zhu, Yu Su

Findings of the Association for Computational Linguistics: ACL 2024, pages 16415-16429, Bangkok, Thailand. Association for Computational Linguistics.

@inproceedings{zhao2024repair,
  title={RePair: Automated Program Repair with Process-based Feedback},
  author={Zhao, Yuze and Huang, Zhenya and Ma, Yixiao and Li, Rui and Zhang, Kai and Jiang, Hao and Liu, Qi and Zhu, Linbo and Su, Yu},
  booktitle={Findings of the Association for Computational Linguistics: ACL 2024},
  pages={16415--16429},
  year={2024},
  url={https://aclanthology.org/2024.findings-acl.973/}
}

Yuze Zhao, Zhenya Huang, Kai Zhang, Weibo Gao, Qi Liu, Xukai Liu, Fangzhou Yao, Enhong Chen

IEEE Transactions on Neural Networks and Learning Systems, 36(10): 19240-19254, 2025.

@article{zhao2025semantic,
  title={Semantic-Aligned Code Summarization: Bridging the Gap Between Code and Natural Language Through Data Flow Analysis},
  author={Zhao, Yuze and Huang, Zhenya and Zhang, Kai and Gao, Weibo and Liu, Qi and Liu, Xukai and Yao, Fangzhou and Chen, Enhong},
  journal={IEEE Transactions on Neural Networks and Learning Systems},
  volume={36},
  number={10},
  pages={19240--19254},
  year={2025}
}

Yuxuan Sun, Yuze Zhao, Yufeng Wang, Yao Du, Zhiyuan Ma, Jinbo Wang, Mengdi Zhang, Kai Zhang, Zhenya Huang

Findings of the Association for Computational Linguistics: ACL 2026, pages 39651-39674, San Diego, California, United States.

@inproceedings{sun-etal-2026-swe,
  title={SWE-Mutation: Can LLMs Generate Reliable Test Suites in Software Engineering?},
  author={Sun, Yuxuan and Zhao, Yuze and Wang, Yufeng and Du, Yao and Ma, Zhiyuan and Wang, Jinbo and Zhang, Mengdi and Zhang, Kai and Huang, Zhenya},
  booktitle={Findings of the Association for Computational Linguistics: ACL 2026},
  pages={39651--39674},
  year={2026},
  doi={10.18653/v1/2026.findings-acl.1976},
  url={https://aclanthology.org/2026.findings-acl.1976/}
}

Yuze Zhao, Xiuquan Du

Methods, 181-182: 15-23, 2020.

@article{zhao2020econvrbp,
  title={econvRBP: Improved Ensemble Convolutional Neural Networks for RNA Binding Protein Prediction Directly from Sequence},
  author={Zhao, Yuze and Du, Xiuquan},
  journal={Methods},
  volume={181-182},
  pages={15--23},
  year={2020}
}

Hao Jiang, Qi Liu, Rui Li, Yuze Zhao, Yixiao Ma, Shengyu Ye, Junyu Lu, Yu Su

Proceedings of the AAAI Conference on Artificial Intelligence, 39(23): 24276-24284, 2025.

@inproceedings{jiang2025verse,
  title={VERSE: Verification-based Self-Play for Code Instructions},
  author={Jiang, Hao and Liu, Qi and Li, Rui and Zhao, Yuze and Ma, Yixiao and Ye, Shengyu and Lu, Junyu and Su, Yu},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={39},
  number={23},
  pages={24276--24284},
  year={2025}
}

Weibo Gao, Qi Liu, Rui Li, Yuze Zhao, Hao Wang, Linan Yue, Fangzhou Yao, Zheng Zhang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pages 354-365, 2025.

@inproceedings{gao2025denoising,
  title={Denoising Programming Knowledge Tracing with a Code Graph-based Tuning Adaptor},
  author={Gao, Weibo and Liu, Qi and Li, Rui and Zhao, Yuze and Wang, Hao and Yue, Linan and Yao, Fangzhou and Zhang, Zheng},
  booktitle={Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  pages={354--365},
  year={2025}
}

Rui Li, Liyang He, Qi Liu, Yuze Zhao, Zheng Zhang, Zhenya Huang, Yu Su, Shijin Wang

Proceedings of the AAAI Conference on Artificial Intelligence, 38(8): 8679-8687, 2024.

@inproceedings{li2024consider,
  title={CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework},
  author={Li, Rui and He, Liyang and Liu, Qi and Zhao, Yuze and Zhang, Zheng and Huang, Zhenya and Su, Yu and Wang, Shijin},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  volume={38},
  number={8},
  pages={8679--8687},
  year={2024}
}

Zhihong Pan, Kai Zhang, Yuze Zhao, Yupeng Han

Proceedings of the ACM Web Conference 2026, pages 5568-5578, Dubai, United Arab Emirates.

@inproceedings{pan2026adaptive,
  title={Adaptive Model and Strategy Routing for Cost-Efficient LLM Services},
  author={Pan, Zhihong and Zhang, Kai and Zhao, Yuze and Han, Yupeng},
  booktitle={Proceedings of the ACM Web Conference 2026},
  pages={5568--5578},
  year={2026},
  publisher={ACM},
  doi={10.1145/3774904.3792556}
}

Zhiding Liu, Jiqian Yang, Qingyang Mao, Yuze Zhao, Mingyue Cheng, Zhi Li, Qi Liu, Enhong Chen

IEEE Transactions on Pattern Analysis and Machine Intelligence, 48(10): 11808-11821, 2026.

@article{liu2026disents,
  title={DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting},
  author={Liu, Zhiding and Yang, Jiqian and Mao, Qingyang and Zhao, Yuze and Cheng, Mingyue and Li, Zhi and Liu, Qi and Chen, Enhong},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  volume={48},
  number={10},
  pages={11808--11821},
  year={2026},
  doi={10.1109/TPAMI.2026.3697127}
}

Yixiao Ma, Shulan Ruan, Zijie Song, Xin Zhang, Yuze Zhao, Zhenya Huang, Enhong Chen

Frontiers of Computer Science, 21(4): 2104704, 2027. Published online in 2026.

@article{ma2027position,
  title={Position-aware modeling for fine-grained visually-rich long document understanding},
  author={Ma, Yixiao and Ruan, Shulan and Song, Zijie and Zhang, Xin and Zhao, Yuze and Huang, Zhenya and Chen, Enhong},
  journal={Frontiers of Computer Science},
  volume={21},
  number={4},
  pages={2104704},
  year={2027},
  doi={10.1007/s11704-026-51131-x}
}