@inproceedings{wen2026CoupledVariational,
  title = {Coupled Variational Reinforcement Learning for Language Model General Reasoning},
  author = {Xueru Wen and Jie Lou and Yanjiang Liu and Hongyu Lin and Ben He and Xianpei Han and Le Sun and Yaojie Lu and Debing Zhang},
  booktitle = {ICML},
  year = {2026},
  url = {https://arxiv.org/abs/2512.12576}
}

@inproceedings{wen2025RethinkingReward,
  title = {Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?},
  author = {Xueru Wen and Jie Lou and Yaojie Lu and Hongyu Lin and Xing Yu and Xinyu Lu and Ben He and Xianpei Han and Debing Zhang and Le Sun},
  booktitle = {ICLR},
  year = {2025},
  url = {https://openreview.net/forum?id=Cnwz9jONi5}
}

@inproceedings{wen2025CheemsA,
  title = {Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch},
  author = {Xueru Wen and Jie Lou and Zichao Li and Yaojie Lu and Xing Yu and Yuqiu Ji and Guohai Xu and Hongyu Lin and Ben He and Xianpei Han and Le Sun and Debing Zhang},
  booktitle = {ACL},
  year = {2025},
  url = {https://aclanthology.org/2025.acl-long.737/}
}

@inproceedings{wen2025OnPolicySelfAlignment,
  title = {On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation},
  author = {Xueru Wen and Jie Lou and Xinyu Lu and Yuqiu Ji and Xinyan Guan and Yaojie Lu and Hongyu Lin and Ben He and Xianpei Han and Debing Zhang and Le Sun},
  booktitle = {ACL},
  year = {2025},
  url = {https://aclanthology.org/2025.findings-acl.271/}
}

@inproceedings{wen2026DecouplingReasoning,
  title = {Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards},
  author = {Zhengzhao Ma and Xueru Wen and Boxi Cao and Yaojie Lu and Hongyu Lin and Jinglin Yang and Min He and Xianpei Han and Le Sun},
  booktitle = {ICML},
  year = {2026},
  url = {https://arxiv.org/abs/2603.09117}
}

@inproceedings{wen2026Learningfrom,
  title = {Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards},
  author = {Mengjie Ren and Jie Lou and Boxi Cao and Xueru Wen and Hongyu Lin and Xianpei Han and Le Sun and Xing Yu and Yaojie Lu},
  booktitle = {Conference on Language Modeling (COLM)},
  year = {2026},
  url = {https://arxiv.org/abs/2605.14539}
}

@inproceedings{wen2025TransferablePosttraining,
  title = {Transferable Post-training via Inverse Value Learning},
  author = {Xinyu Lu and Xueru Wen and Yaojie Lu and Bowen Yu and Hongyu Lin and Haiyang Yu and Le Sun and Xianpei Han and Yongbin Li},
  booktitle = {NAACL},
  year = {2025},
  url = {https://aclanthology.org/2025.naacl-long.227/}
}

@inproceedings{wen2025AutoAlignGet,
  title = {AutoAlign: Get Your LLM Aligned with Minimal Annotations},
  author = {Xinyu Lu and Dong Xu and Chunkang Zhang and Xinyan Guan and Junxiang Wang and Qingyu Zhang and Pengbo Wang and Yingzhi Mao and Hao Xiang and Xueru Wen and Zichao Li and Yaojie Lu and Hongyu Lin and Le Sun and Xianpei Han},
  booktitle = {ACL},
  year = {2025},
  url = {https://aclanthology.org/2025.acl-demo.19/}
}

@inproceedings{wen2025CriticCoTBoosting,
  title = {Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic},
  author = {Xin Zheng and Jie Lou and Boxi Cao and Xueru Wen and Yuqiu Ji and Hongyu Lin and Yaojie Lu and Xianpei Han and Debing Zhang and Le Sun},
  booktitle = {ACL},
  year = {2025},
  url = {https://aclanthology.org/2025.findings-acl.89/}
}

@inproceedings{wen2025TheDevil,
  title = {The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models},
  author = {Zichao Li and Xueru Wen and Jie Lou and Yuqiu Ji and Yaojie Lu and Xianpei Han and Debing Zhang and Le Sun},
  booktitle = {ICML},
  year = {2025},
  url = {https://proceedings.mlr.press/v267/li25cw.html}
}

@inproceedings{wen2023OfflinePseudo,
  title = {Offline Pseudo Relevance Feedback for Efficient and Effective Single-Pass Dense Retrieval},
  author = {Xueru Wen and Xiaoyang Chen and Xuanang Chen and Ben He and Le Sun},
  booktitle = {SIGIR},
  year = {2023},
  url = {https://doi.org/10.1145/3539618.3592028}
}

@article{wen2023EndtoEndEntity,
  title = {End-to-End Entity Detection with Proposer and Regressor},
  author = {Xueru Wen and Changjiang Zhou and Haotian Tang and Luguang Liang and Hong Qi and Yu Jiang},
  journal = {Neural Processing Letters},
  year = {2023},
  url = {https://doi.org/10.1007/s11063-023-11201-8}
}

@misc{wen2022TypesupervisedSequence,
  title = {Type-supervised Sequence Labeling Based on the Heterogeneous Star Graph for Named Entity Recognition},
  author = {Xueru Wen and Changjiang Zhou and Haotian Tang and Luguang Liang and Yu Jiang and Hong Qi},
    year = {2022},
  url = {https://arxiv.org/abs/2210.10240}
}