| 2026 | ACL | LEDOM: Reverse Language Model. | Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan |
| 2025 | AAAI | DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models. | Jinxiang Xie, Yilin Li, Xunjian Yin, Xiaojun Wan |
| 2025 | ACL | MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency. | Junzhe Zhang, Huixuan Zhang, Xunjian Yin, Baizhou Huang, Xu Zhang, Xinyu Hu, Xiaojun Wan |
| 2025 | ACL | Gdel Agent: A Self-Referential Agent Framework for Recursively Self-Improvement. | Xunjian Yin, Xinyi Wang, Liangming Pan, Li Lin, Xiaojun Wan, William Yang Wang |
| 2025 | EMNLP | DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models. | Xu Zhang, Xunjian Yin, Dinghao Jing, Huixuan Zhang, Xinyu Hu, Xiaojun Wan |
| 2025 | ICLR | ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning. | Xiangru Tang, Tianyu Hu, Muyang Ye, Yanjun Shao, Xunjian Yin, Siru Ouyang, Wangchunshu Zhou, Pan Lu, Zhuosheng Zhang, Yilun Zhao, Arman Cohan, Mark Gerstein |
| 2025 | NAACL | Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models. | Jiatao Li, Xinyu Hu, Xunjian Yin, Xiaojun Wan |
| 2024 | AAAI | History Matters: Temporal Knowledge Editing in Large Language Model. | Xunjian Yin, Jin Jiang, Liming Yang, Xiaojun Wan |
| 2024 | ACL | Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation. | Xunjian Yin, Xu Zhang, Jie Ruan, Xiaojun Wan |
| 2024 | COLING | Contextual Modeling for Document-level ASR Error Correction. | Jin Jiang, Xunjian Yin, Xiaojun Wan, Wei Peng, Rongjun Li, Jingyuan Yang, Yanquan Zhou |
| 2024 | COLING | Error-Robust Retrieval for Chinese Spelling Check. | Xunjian Yin, Xinyu Hu, Jin Jiang, Xiaojun Wan |
| 2024 | EMNLP | Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability. | Xinyu Hu, Li Lin, Mingqi Gao, Xunjian Yin, Xiaojun Wan |
| 2023 | EMNLP | Exploring Context-Aware Evaluation Metrics for Machine Translation. | Xinyu Hu, Xunjian Yin, Xiaojun Wan |
| 2023 | EMNLP | ALCUNA: Large Language Models Meet New Knowledge. | Xunjian Yin, Baizhou Huang, Xiaojun Wan |
| 2022 | ACL | How Do Seq2Seq Models Perform on End-to-End Data-to-Text Generation? | Xunjian Yin, Xiaojun Wan |