| 2026 | Principled Detection of Hallucinations in Large Language Models via Multiple Testing. | Jiawei Li, Akshayaa Magesh, Venugopal V. Veeravalli |
| 2026 | Making MLLMs Blind: Adversarial Smuggling Attacks in MLLM Content Moderation. | Zhiheng Li, Zongyang Ma, Yuntong Pan, Ziqi Zhang, Xiaolei Lv, Bo Li, Jun Gao, Jianing Zhang, Chunfeng Yuan, Bing Li, Weiming Hu |
| 2026 | Hyperion: Private Token Sampling with Homomorphic Encryption. | Lawrence Lim, Jiaming Liu, Vikas Kalagi, Divyakant Agrawal, Amr El Abbadi |
| 2026 | DeFrame: Debiasing Large Language Models Against Framing Effects. | Kahee Lim, Soyeon Kim, Steven Euijong Whang |
| 2026 | SelFusion: Self-distillation for Diffusion Language Models. | Hyeongsoo Lim, Jinyoung Kim, Eun Seo Seo, Min Ho Jang, Jiwon Yoon |
| 2026 | Anonpsy: A Graph-Based Framework for Structure-Preserving De-identification of Psychiatric Narratives. | Kyungho Lim, Byung-Hoon Kim |
| 2026 | ContractEval: A Benchmark for Evaluating Contract-Satisfying Assertions in Code Generation. | Soohan Lim, Joonghyuk Hahn, Hyunwoo Park, Sang-Ki Ko, Yo-Sub Han |
| 2026 | YIELD: A Large-Scale Dataset and Evaluation Framework for Information Elicitation Agents. | Victor De Lima, Grace Hui Yang |
| 2026 | AIM-CoT: Active Information-driven Multimodal Chain-of-Thought for Vision-Language Reasoning. | Xiping Li, Jianghong Ma |
| 2026 | GLIER: Generative Legal Inference and Evidence Ranking for Legal Case Retrieval. | Minghan Li, Tianrui Lv, Chao Zhang, Guodong Zhou |
| 2026 | WindowsWorld: A Process-Centric Benchmark of Autonomous GUI Agents in Professional Cross-Application Environments. | Jinchao Li, Yunxin Li, Chenrui Zhao, Zhenran Xu, Baotian Hu, Min Zhang |
| 2026 | Can Reasoning Path still be Effective as Input? Bridging Post-Reasoning to Chain-of-Thought Compression. | Chengzhengxu Li, Xiaoming Liu, Zhaohan Zhang, Shengchao Liu, Guoxin Ma, Yu Lan, Cong Wang, Chao Shen |
| 2026 | TheraAgent: Self-Improving Therapeutic Agent for Precise and Comprehensive Treatment Planning. | Junkai Li, Yunghwei Lai, Tianyi Zhu, Zheng Long Lee, Weizhi Ma, Yang Liu |
| 2026 | Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs. | Xuancheng Li, Haitao Li, Yujia Zhou, Yiqun Liu, Qingyao Ai |
| 2026 | Beyond Superficial Tests: Adversarial Refinement for Reliable Property-Based Testing. | Xiao Li, Runlin Liu, Zhe Zhang, Xiang Gao, Hailong Sun |
| 2026 | The Confidence Paradox: Unveiling the Latent Discriminative Power of Diffusion Large Language Models in Mathematical Reasoning. | Yansi Li, Gongshen Liu, Zhuosheng Zhang |
| 2026 | GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning. | Zuchao Li, Qiwei Li, Yao Yao, Hai Zhao, Lefei Zhang, Bo Du |
| 2026 | Semantically Comprehensive Token Pruning in LVLMs via Maximizing Concept Coverage. | Xueting Li, Qi Liu, Chenghao Xu, Xu Yang, Guangtao Lyu, Jiahua Li, Cheng Deng |
| 2026 | Reinforcement Learning on Pre-Training Data. | Siheng Li, Kejiao Li, Zenan Xu, Guanhua Huang, Kun Li, Haoyuan Wu, Jiajia Wu, Zihao Zheng, Chenchen Zhang, Kun Shi, Xue Gong, Qi Yi, Ruibin Xiong, Tingqiang Xu, Yuhao Jiang, Jianfeng Yan, Yuyuan Zeng, Guanghui Xu, Jinbao Xue, Zhijiang Xu, Zheng Fang, Shuai Li, Qibin Liu, Xiaoxue Li, Zhuoyu Li, Yangyu Tao, Fei Gao, Cheng Jiang, Bochao Wang, Kai Liu, Jianchen Zhu, Wai Lam, Bo Zhou, Di Wang |
| 2026 | Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry. | Jiang Li, Tian Lan, Shanshan Wang, Zdongxing, Dianqing Lin, Guanglai Gao, Derek F. Wong, Xiangdong Su |
| 2026 | Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models. | Zhenyu Li, Zuchao Li, Ping Wang, Lefei Zhang, Haojun Ai |
| 2026 | SOAR: Supervision from Observation for Agentic Reinforcement Learning. | Meng Li, Lei Li, Xiting Wang, Yi Yuan, Zheng Wei, Jiang Bian, Zang Li |
| 2026 | BMAM: Brain-inspired Multi-Agent Memory Framework. | Yang Li, Jiaxiang Liu, Yusong Wang, Yujie Wu, Mingkun Xu |
| 2026 | MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences. | Zizhen Li, Chuanhao Li, Yibin Wang, Jianwen Sun, Yukang Feng, Jiaxin Ai, Fanrui Zhang, Mingzhu Sun, Yifei Huang, Kaipeng Zhang |
| 2026 | WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement. | Fangyuan Li, Pengfei Li, Shijie Wang, Junqi Gao, Jianxing Liu, Biqing Qi, Yuqiang Li |