| 2026 | LipoAgent: Coordinating Fine-Tuned LLM Agents for Safer Lipid Design. | Leshu Li, An Lu, Haiyu Wang, Zhibin Feng, Conghui Duan, Qing Bao, Zongmin Zhao, Sai Qian Zhang |
| 2026 | MedCoach: Enhancing Medical Reasoning in LLMs via Knowledge Graph-Augmented Chain-of-Thought Distillation. | Chuan Li, Ye Lyu, Chengyu Wang, Mingyuan Fan, Cen Chen |
| 2026 | Too Long, Do Re-weighting for Efficient LLM Reasoning Compression. | Zhong-Zhi Li, Xiao Liang, Zihao Tang, Lei Ji, Peijie Wang, Haotian Xu, Xing W, Haizhen Huang, Weiwei Deng, Yeyun Gong, Zhijiang Guo, Xiao Liu, Fei Yin, Cheng-Lin Liu |
| 2026 | HypoEval: Hypothesis-Guided Evaluation for Natural Language Generation. | Mingxuan Li, Hanchen Li, Chenhao Tan |
| 2026 | Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models. | Yanda Li, Yuhan Liu, Zirui Song, Yunchao Wei, Martin Takc, Salem Lahlou |
| 2026 | Reward Alignment Optimization: A Direct Point-wise Alignment Approach. | Zelin Li, Jia Leng, Dawei Song, Yangen Hu |
| 2026 | Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions. | Yongqi Li, Hao Lang, Tieyun Qian, Yongbin Li |
| 2026 | LegalDrill: Diagnosis-Driven Synthesis for Legal Reasoning in Small Language Models. | Tianchun Li, Haochen Liu, Vishwa Pardeshi, Xingchen Wang, Tianci Liu, Huijun Zhao, Wei Fan, Jing Gao |
| 2026 | How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients. | Ming Li, Yanhong Li, Ziyue Li, Tianyi Zhou |
| 2026 | HSUGA: LLM-Enhanced Recommendation with Hierarchical Semantic Understanding and Group-Aware Alignment. | Guorui Li, Dugang Liu, Lei Li, Xing Tang, Zhong Ming |
| 2026 | MeanAudio: Fast and Faithful Text-to-Audio Generation with Mean Flows. | Xiquan Li, Junxi Liu, Yuzhe Liang, Zhikang Niu, Wenxi Chen, Xie Chen |
| 2026 | LycheeCluster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical KV Indexing. | Dongfang Li, Zixuan Liu, Gang Lin, Baotian Hu, Min Zhang |
| 2026 | SenseJudge: Human-Centric Preference-Driven Judgment Framework. | Rui Li, Junfeng Liu, Xiangwen Kong, Zhifang Sui |
| 2026 | ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents. | Zhuofeng Li, Yi Lu, Dongfu Jiang, Haoxiang Zhang, Yuyang Bai, Chuan Li, Yu Wang, Shuiwang Ji, Jianwen Xie, Yu Zhang |
| 2026 | DiVE: Decoupling Intra-layer Visual Evidence for Mitigating Hallucinations in Large Vision-Language Models. | Xinwei Li, Li Lin, Hui Jiao, Li Yao, Tien-Tsin Wong, Hanqian Wu |
| 2026 | Understanding Generalization in Role-Playing Models via Information Theory. | Yongqi Li, Hao Lang, Fei Huang, Tieyun Qian, Yongbin Li |
| 2026 | Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning. | Xuchen Li, Xuzhao Li, Jiahui Gao, Renjie Pi, Shiyu Hu, Wentao Zhang |
| 2026 | How Large Language Models Balance Internal Knowledge with User and Document Assertions. | Shuowei Li, Haoxin Li, Wenda Chu, Yi Fang |
| 2026 | Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding. | Da Li, Yuxiao Luo, Keping Bi, Jiafeng Guo, Wei Yuan, Biao Yang, Yan Wang, Fan Yang, Tingting Gao, Guorui Zhou |
| 2026 | LAD: Learning Advantage Distribution for Reasoning. | Wendi Li, Sharon Li |
| 2026 | FastV-RAG: Towards Fast and Fine-Grained Video QA with Retrieval-Augmented Generation. | Gen Li, Peiyu Liu |
| 2026 | Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning. | Ziheng Li, Liu Kang, Feng Xiao, Luxi Xing, Qingyi Si, Zhuoran Li, Weikang Gong, Deqing Yang, Yanghua Xiao, Hongcheng Guo |
| 2026 | PEARL: Self-Evolving Assistant for Time Management with Reinforcement Learning. | Bingxuan Li, Jeonghwan Kim, Cheng Qian, Xiusi Chen, Eitan Anzenberg, Niran Kundapur, Heng Ji |
| 2026 | ReGATE: Learning Faster and Better with Fewer Tokens in MLLMs. | Chaoyu Li, Yogesh Kulkarni, Pooyan Fazli |
| 2026 | KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering. | Zhiyang Li, Ao Ke, Yukun Cao, Xike Xie |