Publications

2025

1. EMNLP

   From Generation to Judgment: Opportunities and Challenges of LLM-as-a-Judge

   Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, and  others

   In Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025), Nov 2025

   arXiv Bib HTML PDF

   @inproceedings{li2025generation,
     title = {From Generation to Judgment: Opportunities and Challenges of {LLM}-as-a-Judge},
     author = {Li, Dawei and Jiang, Bohan and Huang, Liangjie and Beigi, Alimohammad and Zhao, Chengshuai and Tan, Zhen and Bhattacharjee, Amrita and Jiang, Yuxuan and Chen, Canyu and Wu, Tianhao and others},
     booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)},
     publisher = {Association for Computational Linguistics},
     month = nov,
     year = {2025},
     url = {https://arxiv.org/abs/2411.16594},
     dimensions = {true}
   }

2. arXiv

   DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models

   Yuxuan Jiang, Dawei Li, and Francis Ferraro

   arXiv preprint, May 2025

   arXiv Bib HTML PDF

   @article{jiang2025drp,
     title = {DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models},
     author = {Jiang, Yuxuan and Li, Dawei and Ferraro, Francis},
     journal = {arXiv preprint},
     month = may,
     year = {2025},
     url = {https://arxiv.org/abs/2505.13975},
     dimensions = {true}
   }

3. NeurIPS

   Learning How to Use Tools, Not Just When: Pattern-Aware Tool-Integrated Reasoning

   Ningning Xu, Yuxuan Jiang, and Shubhashis Roy Dipta

   In NeurIPS 2025 Workshop on Math-AI, Dec 2025

   MATH-AI Workshop

   arXiv Bib HTML PDF

   @inproceedings{xu2025learning,
     title = {Learning How to Use Tools, Not Just When: Pattern-Aware Tool-Integrated Reasoning},
     author = {Xu, Ningning and Jiang, Yuxuan and Roy Dipta, Shubhashis},
     booktitle = {NeurIPS 2025 Workshop on Math-AI},
     note = {MATH-AI Workshop},
     month = dec,
     year = {2025},
     url = {https://arxiv.org/abs/2509.23292},
     dimensions = {true}
   }

4. arXiv

   Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation

   Hengyuan Zhang, Shiping Yang, Xiao Liang, Chenming Shang, Yuxuan Jiang, Chaofan Tao, Jing Xiong, Hayden Kwok-Hay So, Ruobing Xie, Angel X Chang, and  others

   arXiv preprint, Oct 2025

   arXiv Bib HTML PDF

   @article{zhang2025find,
     title = {Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation},
     author = {Zhang, Hengyuan and Yang, Shiping and Liang, Xiao and Shang, Chenming and Jiang, Yuxuan and Tao, Chaofan and Xiong, Jing and So, Hayden Kwok-Hay and Xie, Ruobing and Chang, Angel X and others},
     journal = {arXiv preprint},
     month = oct,
     year = {2025},
     url = {https://arxiv.org/abs/2510.10925},
     dimensions = {true}
   }

2024

1. arXiv

   Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models’ Character Understanding Evaluation

   Yuxuan Jiang, and Francis Ferraro

   arXiv preprint, Dec 2024

   arXiv Bib HTML PDF

   @article{jiang2024memorization,
     title = {Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models’ Character Understanding Evaluation},
     author = {Jiang, Yuxuan and Ferraro, Francis},
     journal = {arXiv preprint},
     month = dec,
     year = {2024},
     url = {https://arxiv.org/abs/2412.14368},
     dimensions = {true}
   }