| 2026 | CFlowPsyD: An Analysis-Enhanced Dataset for Asynchronous Psychological Counseling through Self-Optimizing Multi-Agent Framework. | Donghao Li, Yifan Deng, Jinta Weng, Xingsheng Zhang, Chenxu Niu, Jingyuan Tian, Heyan Huang, Yue Hu |
| 2026 | Skill Weaving: Efficient LLM Improvement via Modular Skillpacks. | Zhuo Li, Guodong Du, Zesheng Shi, Weiyang Guo, Weijun Yao, Yuan Zhou, Jiabo Zhang, Jing Li |
| 2026 | TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar. | Yinxi Li, Yuntian Deng, Pengyu Nie |
| 2026 | SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning. | Zheng Li, Qingxiu Dong, Jingyuan Ma, Di Zhang, Kai Jia, Zhifang Sui |
| 2026 | Learning Continuous Temporal Dynamics on Symplectic Manifolds for Temporal Knowledge Graph Embedding. | Jiang Li, Zehua Duo, Tian Lan, Feilong Bao, Guanglai Gao, Xiangdong Su |
| 2026 | DiFRa: A Unified Framework for Harmonizing Semantic Diversity and Factual Consistency in Question-Answer Generation. | Zhenqin Li, Shengyong Ding, Shuangyin Li |
| 2026 | CausalityCheck: A Framework for Evaluating Causal Reasoning in Large Language Models. | Jiang Li, Zehua Duo, Guanglai Gao, Xiangdong Su |
| 2026 | Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards. | Ming Li, Pei Chen, Zhenhao Zhang, Tao Yang, Xinyang Zhang, Han Li, Tianyu Cao, Ming Zeng, Zhuofeng Wu, Meng Jiang, Huasheng Li, Lihong Li, Bing Yin |
| 2026 | Lightweight Haar Wavelet Subband Pruning for LLMs. | Jiang Li, Pengfei Cao, Chenxi Zhou, Tian Lan, Xiangdong Su, Kang Liu, Jun Zhao, Guanglai Gao |
| 2026 | Answering Cross-Dimensional Geometric Visual Questions by Multi-constraint Spatial Reasoning. | Dongling Li, Qi Chen, Jianxing Yu, Hanjiang Lai, Yanghui Rao, Wenqing Chen, Jian Yin |
| 2026 | ChemAmp: Amplified Chemistry Tools via Composable Agents. | Zhucong Li, Powei Chang, Jin Xiao, Zhijian Zhou, Qianyu He, Jiaqing Liang, Fenglei Cao, Yinghui Xu, Yuan Qi |
| 2026 | Med-SRAF: A Multi-Agent Framework for Medical Reasoning via Semantic Routing and Agentic Fusion. | Xiao Li, Zhuo Chen, Jun Xia, Hongxin Xiang, Chao Wang, Wenjie Du, Yang Wang |
| 2026 | ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents. | Zechen Li, Baiyu Chen, Hao Xue, Flora D. Salim |
| 2026 | Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction. | Ming Li, Han Chen, Yunze Xiao, Jian Chen, Hong Jiao, Tianyi Zhou |
| 2026 | Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks. | Miaomiao Li, Hao Chen, Yang Wang, Tingyuan Zhu, Weijia Zhang, Kaijie Zhu, Kam-Fai Wong, Jindong Wang |
| 2026 | Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment. | Weibin Li, Jintao Cheng, Xiaoyu Tang, Chi Man Vong |
| 2026 | Is the Attention Matrix Really the Key to Self-Attention in Multivariate Long-Term Time Series Forecasting? | Xinyu Li, Kexi Chen, Jiajie Shen, Ying Zheng, Hong Lu, Jin Zhao, Xin Wang |
| 2026 | Hallucination Detection in Long-Form Text Generated by LLMs: A Benchmark and a Hyper-Relational Knowledge Graph Approach. | Zituo Li, Guangzhou Chen, Jianbin Sun, Qi Song, Kewei Yang |
| 2026 | Diversity in Unity, Theory in Practice: Hierarchical Multitask Benchmarks for Chinese Minority Languages. | Yijie Li, Xi Cao, Yuan Sun, Quulgan Minggad, Abdulla Ablikim, Jia Qing Cai Wang |
| 2026 | KoCo: Conditioning Language Model Pre-training on Knowledge Coordinates. | Yudong Li, Jiawei Cai, Linlin Shen |
| 2026 | PrefIx: Understand and Adapt to User Preference in Human-Agent Interaction. | Jialin Li, Zhenhao Chen, Hanjun Luo, Hanan Salam |
| 2026 | MathMixup: Boosting LLM Mathematical Reasoning with Difficulty-Controllable Data Synthesis and Curriculum Learning. | Xuchen Li, Jing Chen, Xuzhao Li, Hao Liang, Xiaohuan Zhou, Taifeng Wang, Wentao Zhang |
| 2026 | PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing. | Zhuoqun Li, Xuanang Chen, Hongyu Lin, Yaojie Lu, Xianpei Han, Shanshan Jiang, Bin Dong, Le Sun |
| 2026 | Navigating Large-Scale Document Collections: MuDABench for Multi-Document Analytical QA. | Zhanli Li, Yixuan Cao, Lvzhou Luo, Ping Luo |
| 2026 | FFN Lens: How Transformers Divide Labor for Multilingual Tasks. | Jiatong Li, Hailong Cao, Yang Liu |