| 2026 | Eliciting Medical Reasoning with Knowledge-enhanced Data Synthesis: A Semi-Supervised Reinforcement Learning Approach. | Haolin Li, Shuyang Jiang, Ruipeng Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang |
| 2026 | Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis. | Huicong Li, Xiangbo Ji, Wei Wu |
| 2026 | Optimal Expert-Attention Allocation in Mixture-of-Experts: A Scalable Law for Dynamic Model Design. | Junzhuo Li, Peijie Jiang, Changxin Tian, Jia Liu, Zhiqiang Zhang, Xuming Hu |
| 2026 | Efficient Transformer Parameter Reuse via Zero-Token Mechanism. | Guanghao Li, Wenhao Jiang, Li Shen, Ming Tang, Chun Yuan |
| 2026 | Progressive Planning and Reinforced Reasoning: Large Language Model-Guided Multi-hop Question Answering over Knowledge Graph. | Xiang Li, Runhai Jiao, Ruifan Li, Dongnan Wu, Ruojiao Qiao, Lei Liu |
| 2026 | ReStyle-TTS: Relative and Continuous Style Control for Zero-Shot Speech Synthesis. | Haitao Li, Chunxiang Jin, Chenglin Li, Wenhao Guan, Zhengxing Huang, Xie Chen |
| 2026 | No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning. | Zhicong Li, Lingjie Jiang, Yulan Hu, Xingchen Zeng, Yixia Li, Xiangwen Zhang, Guanhua Chen, Zheng Pan, Xin Li, Yong Liu |
| 2026 | ADaPT: Token-Level Decoupling for Efficient Large Reasoning Models. | Tingyun Li, Zishang Jiang, Jinyi Han, Xinyi Wang, Sihang Jiang, Han Xia, Zhaoqian Dai, Shuguang Ma, Fei Yu, Jiaqing Liang, Yanghua Xiao |
| 2026 | CAGenMol: Condition-Aware Diffusion Language Model for Goal-Directed Molecular Generation. | Yanting Li, Zhuoyang Jiang, Enyan Dai, Lei Wang, Wen-Cai Ye, Li Liu |
| 2026 | Dual-Reasoner: Bridging Interleaved Atomicity and Streaming Latency via Thinking-while-Talking. | Yangzhuo Li, Shengpeng Ji, Yifu Chen, Tianle Liang, Haoyu Yang, Junbo Li, Jun Fang, Lin Li, Qingyang Hong |
| 2026 | Evaluating the Impact of Reviewer Guideline Design on LLM-Based Automated Peer Review. | Haowen Li, Yoichi Ishibashi, Masafumi Oyamada |
| 2026 | Beyond Output Confidence: Epistemic-Aware Hallucination Detection with Answer-Level Signals. | Jieran Li, Xiuyuan Hu, Yang Zhao, Dongbiao Sun, Hao Zhang |
| 2026 | Efficient and Effective Internal Memory Retrieval for LLM-Based Healthcare Prediction. | Mingchen Li, Jiatan Huang, Zonghai Yao, Hong Yu |
| 2026 | DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency. | Boyan Li, Ou Ocean Kun Hei, Yue Yu, Yuyu Luo |
| 2026 | Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation. | Guocong Li, Qirui Hu, Ping Wang, Guofeng Zhang, Jian Wu, Hongxia Xu |
| 2026 | Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations. | Shanghao Li, Jinda Han, Yibo Wang, Yuanjie Zhu, Zihe Song, Langzhou He, Kenan Kamel A Alghythee, Philip S. Yu |
| 2026 | VideoPro: Adaptive Program Reasoning for Long Video Understanding. | Chenglin Li, Feng Han, Yikun Wang, Ruilin Li, Shuai Dong, Haowen Hou, Haitao Li, Qianglong Chen, Feng Tao, Jingqi Tong, Yin Zhang, Jiaqi Wang |
| 2026 | LongMP-Bench: A Benchmark for Multimodal Persona Understanding in Long-Term Dialogues. | Zhuoqun Li, Zhaopei Huang, Wenxuan Wang, Qin Jin |
| 2026 | Cross-Modal Masked Compositional Concept Modeling for Enhancing Visio-Linguistic Compositionality. | Wei Li, Zhen Huang, Xinmei Tian |
| 2026 | Efficient Test-Time Scaling via Temporal Reasoning Aggregation. | Jiakun Li, Xingwei He, Kefan Li, Hongzheng Chai, Hongyue Yu, Yuan Yuan |
| 2026 | METER: Evaluating Multi-Level Contextual Causal Reasoning in Large Language Models. | Pengfeng Li, Chen Huang, Chaoqun Hao, Hongyao Chen, Xiao-Yong Wei, Wenqiang Lei, See-Kiong Ng |
| 2026 | CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain? | Peiyu Li, Xiaobao Huang, Ting Hua, Nitesh V. Chawla |
| 2026 | RCTEA: Richness-guided Co-training for Temporal Entity Alignment. | Jiayun Li, Wen Hua, Shiqi Fan, Fengmei Jin, Haiyang Jiang, Xue Li |
| 2026 | TEMA: Anchor the Image, Follow the Text for Multi-Modification Composed Image Retrieval. | Zixu Li, Yupeng Hu, Zhiheng Fu, Zhiwei Chen, Yongqi Li, Liqiang Nie |
| 2026 | Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents. | Yifei Li, Weidong Guo, Lingling Zhang, Rongman Xu, Muye Huang, Hui Liu, Lijiao Xu, Yu Xu, Jun Liu |