Publications

(*: Equal Contribution, ^: Corresponding Author)

Preprint

• SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving
  Chaofan Tao*, Jierun Chen*, Yuxin Jiang*, Kaiqi Kou*, Shaowei Wang*, Ruoyu Wang*, Xiaohui Li, Sidi Yang, Yiming Du, Jianbo Dai, Zhiming Mao, Xinyu Wang, Lifeng Shang, Haoli Bai.
  Technical Report-2026 [pdf] SWE-Lego

• Exploiting Correlations Between Contexts and Definitions with Multiple Definition Modeling
  Linhan Zhang, Qian Chen, Wen Wang, Yuxin Jiang, Bing Li, Wei Wang, Xin Cao.
  Arxiv Preprint, 2023 [pdf] [bibtex]

Conference

2026

• From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
  Yuxin Jiang, Yufei Wang, Qiyuan Zhang, Xingshan Zeng, Liangyou Li, Jierun Chen, Chaofan Tao, Haoli Bai, Lifeng Shang.
  ICLR-2026 [pdf] RLVRR

• Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
  Yiming Du, Baojun Wang, Yifan Xiang, Zhaowei Wang, Wenyu Huang, Boyang Xue, Bin Liang, Xingshan Zeng, Fei Mi, Haoli Bai, Lifeng Shang, Jeff Z. Pan, Yuxin Jiang^, Kam-Fai Wong^.
  ICLR-2026 [pdf] Memory-T1

2025

• Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction
  Yuxin Jiang, Yufei Wang, Chuhan Wu, Xinyi Dai, Yan Xu, Weinan Gan, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang.
  Findings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL-2025) [pdf] [bibtex] WebR

• Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
  Qiyuan Zhang, Yufei Wang, Yuxin Jiang, Liangyou Li, Chuhan Wu, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma.
  Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL-2025) [pdf] [bibtex] CCE

• Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization
  Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Wei Wang.
  Proceedings of the 13th International Conference on Learning Representations (ICLR-2025) [pdf] [bibtex] BMC

• RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
  Qiyuan Zhang, Yufei Wang, Tiezheng Yu, Yuxin Jiang, Chuhan Wu, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, Fuyuan Lyu, Chen Ma.
  Proceedings of the 13th International Conference on Learning Representations (ICLR-2025) [pdf] [bibtex] RevisEval

• When Evolution Strategy Meets Language Models Tuning
  Bo Huang, Yuxin Jiang, Mingyang Chen, Yi Wang, Hongyang Chen, Wei Wang.
  Proceedings of the 31st International Conference on Computational Linguistics (COLING-2025) [pdf] [bibtex] ESO

2024

• MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
  Wai-Chung Kwan, Xingshan Zeng, Yuxin Jiang, Yufei Wang, Liangyou Li, Lifeng Shang, Xin Jiang, Qun Liu, Kam-Fai Wong.
  Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-2024) [pdf] [bibtex] MT-Eval

• Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
  Chunkit Chan, Jiayang Cheng, Xin Liu, Yauwai Yim, Yuxin Jiang, Zheye Deng, Haoran Li, Yangqiu Song, Ginny Y. Wong, Simon See.
  Proceedings of the 27th European Conference on Artificial Intelligence (ECAI-2024) [pdf] [bibtex] PersonaPrompt

• Learning to Edit: Aligning LLMs with Knowledge Editing
  Yuxin Jiang, Yufei Wang, Chuhan Wu, Wanjun Zhong, Xingshan Zeng, Jiahui Gao, Liangyou Li, Xin Jiang, Lifeng Shang, Ruiming Tang, Qun Liu, Wei Wang.
  Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL-2024) [pdf] [bibtex] LTE

• FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
  Yuxin Jiang, Yufei Wang, Xingshan Zeng, Wanjun Zhong, Liangyou Li, Fei Mi, Lifeng Shang, Xin Jiang, Qun Liu, Wei Wang.
  Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL-2024) [pdf] [bibtex] FollowBench

• M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models
  Wai-Chung Kwan, Xingshan Zeng, Yufei Wang, Yusen Sun, Liangyou Li, Yuxin Jiang, Lifeng Shang, Qun Liu, Kam-Fai Wong.
  Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL-2024, Outstanding Paper Award) [pdf] [bibtex] M4LE

• Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
  Chunkit Chan, Jiayang Cheng, Weiqi Wang, Yuxin Jiang, Tianqing Fang, Xin Liu, Yangqiu Song.
  Findings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL-2024) [pdf] [bibtex] ChatGPT-Inter-Sentential-Relations

2023

• Lion: Adversarial Distillation of Proprietary Large Language Models
  Yuxin Jiang, Chunkit Chan*, Mingyang Chen*, Wei Wang.
  Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-2023, Oral) [pdf] [bibtex] Lion

• Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition
  Yuxin Jiang, Linhan Zhang, Wei Wang.
  Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL-2023) [pdf] [bibtex] GOLF-for-IDRR

• Weighted Sampling for Masked Language Modeling
  Linhan Zhang, Qian Chen, Wen Wang, Chong Deng, Xin Cao, Kongzhang Hao, Yuxin Jiang, Wei Wang.
  2023 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2023, Top 3% Paper Recognition) [pdf] [bibtex]

2022

• Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning
  Yuxin Jiang, Linhan Zhang, Wei Wang.
  Findings of Conference on Empirical Methods in Natural Language Processing (EMNLP-2022) [pdf] [bibtex] PromCSE

• AMR-DA: Data Augmentation by Abstract Meaning Representation
  Ziyi Shou, Yuxin Jiang, Fangzhen Lin.
  Findings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL-2022) [pdf] [bibtex] AMR-Data-Augmentation

2021

• XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning
  Yuxin Jiang*, Ziyi Shou*, Qijun Wang, Hao Wu, Fangzhen Lin.
  Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021) [pdf] [bibtex] WN-DUMA

Journal

• Determinant of a Rectangular Matrix over the Quaternion Algebra
  Pingping Song, Yuxin Jiang, Yuting Shen.
  Journal of Shanghai University (Natural Science Edition), 2019

• The Mixed AM-GM and GM-HM Inequalities
  Jialing Liu, Juntong Liu, Yuxin Jiang.
  JP Journal of Algebra, Number Theory and Applications 40 (4), 2018 [pdf]