| 2025 | From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge. | Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, Kai Shu, Lu Cheng, Huan Liu |
| 2025 | Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning. | Zhiwei Li, Yong Hu, Wenqing Wang |
| 2025 | STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment. | Jiaqian Li, Qisheng Hu, Jing Li, Wenya Wang |
| 2025 | LoRaDA: Low-Rank Direct Attention Adaptation for Efficient LLM Fine-tuning. | Zhangming Li, Qinghao Hu, Yiqun Chen, Peisong Wang, Yifan Zhang, Jian Cheng |
| 2025 | Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering. | Yangyi Li, Mengdi Huai |
| 2025 | FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method. | Yuheng Li, Jiechao Gao, Wei Han, Wenwen Ouyang, Wei Zhu, Hui Yi Leong |
| 2025 | Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning. | Yajie Li, Albert Galimov, Mitra Datta Ganapaneni, Pujitha Thejaswi, De Meng, Priyanshu Kumar, Saloni Potdar |
| 2025 | Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity. | Zihao Li, Feihao Fang, Xitong Zhang, Jiaru Zou, Zhining Liu, Wei Xiong, Ziwei Wu, Baoyu Jing, Jingrui He |
| 2025 | FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression. | Runchao Li, Yao Fu, Mu Sheng, Xianxuan Long, Haotian Yu, Pan Li |
| 2025 | CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models. | Feiyang Li, Peng Fang, Zhan Shi, Arijit Khan, Fang Wang Weihao Wang, Xin Zhang, Cui Yongjian |
| 2025 | AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark. | Lan Li, Liri Fang, Bertram Ludscher, Vetle I. Torvik |
| 2025 | FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging. | Zijian Li, Xiaocheng Feng, Huixin Liu, Yichong Huang, Ting Liu, Bing Qin |
| 2025 | APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport. | Zhuo Li, Yuege Feng, Dandan Guo, Jinpeng Hu, Anningzhe Gao, Xiang Wan |
| 2025 | DP-GTR: Differentially Private Prompt Protection via Group Text Rewriting. | Mingchen Li, Heng Fan, Song Fu, Junhua Ding, Yunhe Feng |
| 2025 | RAC: Efficient LLM Factuality Correction with Retrieval Augmentation. | Changmao Li, Jeffrey Flanigan |
| 2025 | M-BRe: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models. | Zexuan Li, Hongliang Dai, Piji Li |
| 2025 | Search-o1: Agentic Search-Enhanced Large Reasoning Models. | Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou |
| 2025 | Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm. | Zhuo Li, Yuhao Du, Xiaoqi Jiao, Steven Y. Guo, Yuege Feng, Xiang Wan, Anningzhe Gao, Jinpeng Hu |
| 2025 | SensorLLM: Aligning Large Language Models with Motion Sensors for Human Activity Recognition. | Zechen Li, Shohreh Deldari, Linyao Chen, Hao Xue, Flora D. Salim |
| 2025 | Watermarking with Low-Entropy POS-Guided Token Partitioning and Z-Score-Driven Dynamic Bias for Large Language Models. | He Li, Xiaojun Chen, Zhendong Zhao, Yunfei Yang, Xin Zhao, Jingcheng He |
| 2025 | Hallucination Detection in Structured Query Generation via LLM Self-Debating. | Miaoran Li, Jiangning Chen, Minghua Xu, Xiaolong Wang |
| 2025 | Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time. | Huihan Li, You Chen, Siyuan Wang, Yixin He, Ninareh Mehrabi, Rahul Gupta, Xiang Ren |
| 2025 | SemVink: Advancing VLMs' Semantic Understanding of Optical Illusions via Visual Global Thinking. | Sifan Li, Yujun Cai, Yiwei Wang |
| 2025 | TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis. | Xiang Li, Xianfu Cheng, Dezhuang Miao, Xiaoming Zhang, Zhoujun Li |
| 2025 | Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent. | Xingzuo Li, Kehai Chen, Yunfei Long, Xuefeng Bai, Yong Xu, Min Zhang |