| 2026 | ACL | PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning. | Ruixiang Feng, Yuntao Wen, Silin Zhou, Ke Shi, Yifan Wang, Ran Le, Zhenwei An, Zongchao Chen, Chen Yang, Guangyue Peng, Yiming Jia, Dongsheng Wang, Tao Zhang, Lisi Chen, Yang Song, Shen Gao, Shuo Shang |
| 2026 | ACL | Two Pathways to Truthfulness: On the Intrinsic Encoding of LLM Hallucinations. | Wen Luo, Guangyue Peng, Wei Li, Shaohang Wei, Feifan Song, Liang Wang, Nan Yang, Xingxing Zhang, Jing Jin, Furu Wei, Houfeng Wang |
| 2025 | ACL | Odysseus Navigates the Sirens' Song: Dynamic Focus Decoding for Factual and Diverse Open-Ended Text Generation. | Wen Luo, Feifan Song, Wei Li, Guangyue Peng, Shaohang Wei, Houfeng Wang |
| 2025 | ACL | FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation. | Wei Li, Xin Zhang, Zhongxin Guo, Shaoguang Mao, Wen Luo, Guangyue Peng, Yangyu Huang, Houfeng Wang, Scarlett Li |
| 2025 | ACL | Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory. | Guangyue Peng, Tao Ge, Wen Luo, Wei Li, Houfeng Wang |
| 2025 | ACL | Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction. | Guangyue Peng, Wei Li, Wen Luo, Houfeng Wang |
| 2025 | NAACL | Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction. | Wei Li, Wen Luo, Guangyue Peng, Houfeng Wang |