| 2025 | A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems. | Bo Li, Huanming Zhang, Yuhua Jiang, Yucong Wang, Tengyu Zhang, Shaoqiang Yan, Hongyao Li, Yihong Liu, Feifei Gao |
| 2025 | Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory. | Ming Li, Nan Zhang, Chenrui Fan, Hong Jiao, Yanbin Fu, Sydney Peters, Qingshu Xu, Robert Lissitz, Tianyi Zhou |
| 2025 | CrossQG: Improving Difficulty-Controllable Question Generation through Consistency Enhancement. | Kunze Li, Yu Zhang |
| 2025 | Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization. | Jian Li, Shenglin Yin, Yujia Zhang, Alan Zhao, Xi Chen, Xiaohui Zhou, Pengfei Xu |
| 2025 | Glider: Global and Local Instruction-Driven Expert Router. | Pingzhi Li, Prateek Yadav, Jaehong Yoon, Jie Peng, Yi-Lin Sung, Mohit Bansal, Tianlong Chen |
| 2025 | TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration. | Yanshu Li, Jianjiang Yang, Tian Yun, Pinyuan Feng, Jinfa Huang, Ruixiang Tang |
| 2025 | Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation. | Tong Li, Shu Yang, Junchao Wu, Jiyao Wei, Lijie Hu, Mengdi Li, Derek F. Wong, Joshua R. Oltmanns, Di Wang |
| 2025 | Logits-Based Finetuning. | Jingyao Li, Senqiao Yang, Sitong Wu, Han Shi, Chuanyang Zheng, Hong Xu, Jiaya Jia |
| 2025 | RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation. | Tianjiao Li, Mengran Yu, Chenyu Shi, Yanjun Zhao, Xiaojing Liu, Qi Zhang, Xuanjing Huang, Qiang Zhang, Jiayin Wang |
| 2025 | SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues. | Xiang Li, Keyu Yao, Gang Shen |
| 2025 | Towards Statistical Factuality Guarantee for Large Vision-Language Models. | Zhuohang Li, Chao Yan, Nicholas J. Jackson, Wendi Cui, Bo Li, Jiaxin Zhang, Bradley A. Malin |
| 2025 | Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models. | Yanhong Li, Min Yang, Xiping Hu, Chengming Li |
| 2025 | START: Self-taught Reasoner with Tools. | Chengpeng Li, Mingfeng Xue, Zhenru Zhang, Jiaxi Yang, Beichen Zhang, Bowen Yu, Binyuan Hui, Junyang Lin, Xiang Wang, Dayiheng Liu |
| 2025 | LoRACoE: Improving Large Language Model via Composition-based LoRA Expert. | Guanyu Li, Zhiheng Xi, Zhihao Zhang, Boyang Hong, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction. | Xin Li, Huangming Xu, Fu Zhang, Jingwei Cheng |
| 2025 | EmByte: Decomposition and Compression Learning for Small yet Private NLP. | Shenglan Li, Jia Xu, Mengjiao Zhang |
| 2025 | Large Language Model Evaluation via Matrix Nuclear-Norm. | Yahan Li, Tingyu Xia, Yuan Wu, Yi Chang |
| 2025 | The Impact of Language Mixing on Bilingual LLM Reasoning. | Yihao Li, Jiayi Xin, Miranda Muqing Miao, Qi Long, Lyle H. Ungar |
| 2025 | Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization. | Chuyuan Li, Austin Xu, Shafiq Joty, Giuseppe Carenini |
| 2025 | Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents. | Long Li, Weiwen Xu, Jiayan Guo, Ruochen Zhao, Xingxuan Li, Yuqian Yuan, Boqiang Zhang, Yuming Jiang, Yifei Xin, Ronghao Dang, Yu Rong, Deli Zhao, Tian Feng, Lidong Bing |
| 2025 | RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation. | Qingyao Li, Wei Xia, Xinyi Dai, Kounianhua Du, Weiwen Liu, Yasheng Wang, Ruiming Tang, Yong Yu, Weinan Zhang |
| 2025 | Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions. | Jihang Li, Bing Xu, Zulong Chen, Chuanfei Xu, Minping Chen, Suyu Liu, Ying Zhou, Zeyi Wen |
| 2025 | Multilingual Collaborative Defense for Large Language Models. | Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang |
| 2025 | Anchoring-Guidance Fine-Tuning (AnGFT): Elevating Professional Response Quality in Role-Playing Conversational Agents. | Qibin Li, Zhen Xu, Shengyuan Bai, Nianmin Yao, Kaili Sun, Bowen Wu, Ying Li, Baoxun Wang |
| 2025 | Towards Optimal Evaluation Efficiency for Large Language Models. | Guohong Li, Deyi Xiong |