| 2026 | ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. | Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song |
| 2026 | GRE Score: Generative Risk Evaluation for Large Language Models. | Zaitang Li, Pin-Yu Chen, Tsung-Yi Ho |
| 2026 | SyncThink: A Training-Free Strategy to Align Inference Termination with Reasoning Saturation. | Gengyang Li, Wang Cai, Yifeng Gao, Yunfang Wu |
| 2026 | OPT-BENCH: Evaluating the Iterative Self-Optimization of LLM Agents in Large-Scale Search Spaces. | Xiaozhe Li, Jixuan Chen, Xinyu Fang, Shengyuan Ding, Haodong Duan, Qingwen Liu, Kai Chen |
| 2026 | CiPO: Counterfactual Unlearning for Large Reasoning Models through Iterative Preference Optimization. | Junyi Li, Yongqiang Chen, Ningning Ding |
| 2026 | POWSM: A Phonetic Open Whisper-Style Speech Foundation Model. | Chin-Jou Li, Kalvin Chang, Shikhar Bharadwaj, Eunjung Yeo, Kwanghee Choi, Jian Zhu, David R. Mortensen, Shinji Watanabe |
| 2026 | From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided LLM Reasoning. | Rui Li, Shuang Cao |
| 2026 | Characterizing the Expressivity of Local Attention in Transformers. | Jiaoda Li, Ryan Cotterell |
| 2026 | Rethinking Meeting Effectiveness: A Benchmark and Framework for Temporal Fine-grained Automatic Meeting Effectiveness Evaluation. | Yihang Li, Chenhui Chu |
| 2026 | MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation. | Xiaoyuan Li, Keqin Bao, Yubo Ma, Moxin Li, Wenjie Wang, Rui Men, Yichang Zhang, Fuli Feng, Dayiheng Liu |
| 2026 | Learning from Contrastive Prompts: An Automated Prompt Optimization Framework. | Mingqi Li, Karan Aggarwal, Yong Xie, Aitzaz Ahmad, Stephen Lau |
| 2026 | Explain the Flag: Contextualizing Hate Speech Beyond Censorship. | Jason Liartis, Eirini Kaldeli, Lambrini Gyftokosta, Eleftherios Chelioudakis, Orfeas Menis-Mastromichalakis |
| 2026 | Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View. | Hao Liao, Jiwei Zhang, Jianxun Lian, Wensheng Lu, Mingqi Wu, Shuo Wang, Yong Zhang, Yitian Huang, Mingyang Zhou, Rui Mao |
| 2026 | Intrinsic Mutual Information as a Modulator for Preference Optimization. | Peng Liao, Peijia Zheng, Lingbo Li, Shangsong Liang, Lin Chen |
| 2026 | Zipage: Maintain High Request Concurrency for LLM Reasoning through Compressed PagedAttention. | Mengqi Liao, Lu Wang, Chaoyun Zhang, Bo Qiao, Si Qin, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Huaiyu Wan |
| 2026 | Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods. | Chenfei Liao, Wensong Wang, Zichen Wen, Xu Zheng, Yiyu Wang, Haocong He, Yuanhuiyi Lyu, Lutao Jiang, Xin Zou, Yuqian Fu, Bin Ren, Linfeng Zhang, Xuming Hu |
| 2026 | MOA: Multi-Objective Alignment for Role-Playing Agents. | Chonghua Liao, Ke Wang, Yuchuan Wu, Ruoran Li, Fei Huang, Yongbin Li |
| 2026 | How do Role Models Shape Collective Morality? Exemplar-Driven Moral Learning in Multi-Agent Simulation. | Junjie Liao, Huacong Tang, Zhou Ziheng, Yizhou Wang, Fangwei Zhong |
| 2026 | How Tokenization Limits Phonological Knowledge Representation in Language Models and How to Improve Them. | Disen Liao, Freda Shi |
| 2026 | ALGOGEN: Tool-Generated Verifiable Traces for Reliable Algorithm Visualization. | Kunpeng Liao, Yuexiao Ma, Yisheng Lin, Hualin Zeng, Xiawu Zheng, Rongrong Ji |
| 2026 | GROLE: Instance-Level Group Relative Optimization for LoRA Experts in Incremental Learning. | Yongyi Liao, Wencan Lai, Jun Fang, Jinjin Guo, Xiaohui Zhang, Zhiyuan Liu, Chao Liu, Pengzhang Liu, Qixia Jiang |
| 2026 | Spectral Disentanglement: Rank-Aware Task Adaptation for Rehearsal-free Continual Learning in LLMs. | Huanxuan Liao, Shizhu He, Yupu Hao, Yequan Wang, Wenhao Teng, Xiangwen Liao, Jun Zhao, Kang Liu |
| 2026 | NL \Rightarrow Schedule: Evaluate Multitask Scheduling Capability of Large Language Models. | Wenrui Liao, Weihong Du, Yi Li, Hongru Liang, Wenqiang Lei |
| 2026 | From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents. | Niu Lian, Yuting Wang, Hanshu Yao, Jinpeng Wang, Bin Chen, Yaowei Wang, Min Zhang, Shu-Tao Xia |
| 2026 | Generating Attribution Reports for Manipulated Facial Images: A Dataset and Baseline. | Jingchun Lian, Lingyu Liu, Yaxiong Wang, Yujiao Wu, Lianwei Wu, Li Zhu, Zhedong Zheng |