| 2026 | GLA: Grounding Large Language Models in Molecular Hierarchy for Chemical Understanding. | Yingxu Li, Jingjie Zeng, Zekun Wang, Hongfei Lin, Liang Yang |
| 2026 | Planning-Guided Tutoring with Assessment-Driven Memory for Pedagogical LLM Tutors. | Zechen Li, Qiannan Zhu, Mei Wang, Jia Li, Hua Huang |
| 2026 | Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs. | Wu Li, Yigeng Zhou, Zesheng Shi, Yequan Wang, Min Zhang, Jing Li |
| 2026 | FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning. | Xiao Li, Bolin Zhu, Kaiwen Shi, Sichen Liu, Yin Zhu, Yiwei Liu, Gong Cheng |
| 2026 | RubricHub: A Comprehensive and Highly Discriminative Rubric Dataset via Automated Coarse-to-Fine Generation. | Sunzhu Li, Jiale Zhao, Huimin Ren, Zhenlin Wei, Yang Zhou, Jingwen Yang, Shunyu Liu, Kaike Zhang, Chen Wei |
| 2026 | MECH: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition. | Yancui Li, Xiaoyu Zhou, Guoyi Miao, Fang Kong |
| 2026 | S2G-RAG: Structured Sufficiency and Gap Judging for Iterative Retrieval-Augmented QA. | Minghan Li, Junjie Zou, Xinxuan Lv, Chao Zhang, Guodong Zhou |
| 2026 | Explainable Quantum Program Repair with Verifiable Proof Traces. | Tingting Li, Ziming Zhao, Zhaoxuan Li, Jiongchi Yu, Xiaofei Yue, Jianwei Yin |
| 2026 | SQL-ASTRA: Alleviating Sparse Feedback in Agentic SQL via Column-Set Matching and Trajectory Aggregation. | Long Li, Zhijian Zhou, Jiangxuan Long, Peiyang Liu, Weidi Xu, Zhe Wang, Shirui Pan, Chao Qu |
| 2026 | Community-Aware Assessment of Social Textual Engagement and Resonance: A Human-Centric Perspective on User-Generated Content Evaluation. | Tianjiao Li, Kai Zhao, Xiang Li, Yang Liu, Huyang Sun |
| 2026 | ReLook: Vision-Grounded RL with a Multimodal LLM Critic for Agentic Web Coding. | Yuhang Li, Chenchen Zhang, Ruilin Lv, Ao Liu, Ken Deng, Yuanxing Zhang, Jiaheng Liu, Bo Zhou |
| 2026 | Zero-shot Jianzi Recognition as Structured Visual Information Extraction in Open Compositional Symbolic Systems. | Zehan Li, Fu Zhang, Zhijun Liu, Jingwei Cheng |
| 2026 | LongTutor: Benchmarking Large Language Models for Long-term Personalized Tutoring. | Ning Li, Zheng Zhang, Zhenya Huang, Rui Li, Yi Zhan, Yinbo Luo, Qi Liu, Enhong Chen |
| 2026 | Quantifying and Understanding Uncertainty in Large Reasoning Models. | Yangyi Li, Chenxu Zhao, Mengdi Huai |
| 2026 | LLMRouterBench: A Massive Benchmark and Unified Framework for LLM Routing. | Hao Li, Yiqun Zhang, Zhaoyan Guo, Chenxu Wang, Shengji Tang, Qiaosheng Zhang, Yang Chen, Biqing Qi, Peng Ye, Lei Bai, Zhen Wang, Shuyue Hu |
| 2026 | AGTAO: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality. | Pengyu Li, Lingling Zhang, Zhitao Gao, Yanrui Wu, Yuxuan Dong, Huan Liu, Bifan Wei, Jun Liu |
| 2026 | SGPVT: Self-Generated Proximal Visual Tokens for Mitigating Proximal Collateral Damage in MLLM Unlearning. | Jiaqi Li, Zhijing Zhang, Jiahui Geng, Sheng Bi, Chuanyi Zhang, Fan Liu, Guilin Qi |
| 2026 | Verified Critical Step Optimization for LLM Agents. | Mukai Li, Qingcheng Zeng, Tianqing Fang, Zhenwen Liang, Linfeng Song, Qi Liu, Haitao Mi, Dong Yu |
| 2026 | MARCH: Multi-Agent Reinforced Check for Hallucination. | Zhuo Li, Yupeng Zhang, Pengyu Cheng, Jiajun Song, Mengyu Zhou, Hao Li, Shujie Hu, Yu Qin, Erchao Zhao, Xiaoxi Jiang, Guanjun Jiang |
| 2026 | From Scaffolding to Assimilation: Progressive Structural Internalization for Format-Constrained Creative Text Generation. | Wenhao Li, Yuwei Yang, Xiaoqing Wu, Yufeng Han, Cunliang Kong, Yuzhuo Bai, Xin Cong, Maosong Sun |
| 2026 | ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents. | Dawei Li, Yuguang Yao, Zhen Tan, Huan Liu, Ruocheng Guo |
| 2026 | TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents. | Kai Li, Xuanqing Yu, Ziyi Ni, Yi Zeng, Yao Xu, Zheqing Zhang, Xin Li, Jitao Sang, Xiaogang Duan, Xuelei Wang, Chengbao Liu, Jie Tan |
| 2026 | Defenses Against Prompt Attacks Learn Surface Heuristics. | Shawn Li, Chenxiao Yu, Zhiyu Ni, Hao Li, Charith Peris, Chaowei Xiao, Yue Zhao |
| 2026 | LearnAlign: Data Selection for LLM Reinforcement Learning with Improved Gradient Alignment. | Shipeng Li, Zhiqin Yang, Shikun Li, Xiaobo Xia, Hengyu Liu, Xinghua Zhang, Gaode Chen, Dong Fang, Ying Tai, Zhe Peng |
| 2026 | Beyond Self-Report: Bridging the Intention-Behavior Gap in Critical Thinking Assessment via Interpretable Multi-Agent System. | Zekun Li, Jifan Yu, Haoxuan Li, Ye He, Daniel Zhang-Li, Shangqing Tu, Joy Lim Jia Yin, Yikun Jiang, Jiaxin Yuan, Yu Zhang |