| 2026 | Token-level Collaborative Alignment for LLM-based Generative Recommendation. | Fake Lin, Binbin Hu, Zhi Zheng, Xi Zhu, Ziqi Liu, Zhiqiang Zhang, Jun Zhou, Tong Xu |
| 2026 | DG-MCTS: Dual-Guidance Monte Carlo Tree Search for Adaptive Emotional Support Dialogue Planning. | Benshuo Lin, Jiayu Ding, Yuelei Li, Peng Wu, Yun Xue, Yiping Song |
| 2026 | SIT-KGED: Simply Inject Topology into LLM for Knowledge Graph Error Detection. | Ting Li, Xingyi Mao, Yipeng Yu, Liang Yao |
| 2026 | AdVersa: Adversarially-Robust and Practical Ad and Tracker Blocking in the Wild. | Chaejin Lim, Kiho Lee, Beomjin Jin, Heewon Baek, Hyoungshick Kim |
| 2026 | The Atomic Instruction Gap: Instruction-Tuned LLMs Struggle with Simple, Self-Contained Directives. | Henry Lim, Kwan Hui Lim |
| 2026 | Red-Teaming Privacy-Protective Perturbations: Blind Face Restoration as an Attack Strategy. | Zelin Li, Yifan Liu, Huimin Zeng, Yaokun Liu, Ruichen Yao, Yang Zhang, Dong Wang |
| 2026 | OFA-MAS: One-for-All Multi-Agent System Topology Design based on Mixture-of-Experts Graph Generative Models. | Shiyuan Li, Yixin Liu, Yu Zheng, Mei Li, Quoc Viet Hung Nguyen, Shirui Pan |
| 2026 | Generative Archetype-Grounded Item Representations for Sequential Recommendation. | Yifan Li, Jiahong Liu, Xinni Zhang, Hao Chen, Yankai Chen, Wenhao Yu, Jianting Chen, Irwin King |
| 2026 | EMSEdit: Efficient Multi-Step Meta-Learning-based Model Editing. | Xiaopeng Li, Shasha Li, Xi Wang, Shezheng Song, Bin Ji, Shangwen Wang, Jun Ma, Xiaodong Liu, Mina Liu, Jie Yu |
| 2026 | DRGW: Learning Disentangled Representations for Robust Graph Watermarking. | Jiasen Li, Yanwei Liu, Zhuoyi Shang, Xiaoyan Gu, Weiping Wang |
| 2026 | Be Responsible in Your Answers! Monitoring Out-of-Domain Behaviors in Domain-Specific LLMs. | Boquan Li, Chenzhe Lou, Zhe Ren, Peixin Zhang, Zirui Fu, Jun Sun, Yaowen Zheng |
| 2026 | PAOSC: Plug-and-play Attention Optimization for Semantic Consistency in LLMs. | Chang Li, Yawei Liu, Chun Long, Jing Zhao, Guanyao Du |
| 2026 | PWAVEP: Purifying Imperceptible Adversarial Perturbations in 3D Point Clouds via Spectral Graph Wavelets. | Haoran Li, Renyang Liu, Hongjia Liu, Chen Wang, Long Yin, Jian Xu |
| 2026 | Lifelong Sequential Recommendation with Adaptive Subsequence Compression and Contextual Fusion. | Fei Li, Xiaoming Liu, Jiayi Luo, Guibing Guo, Jianzhe Zhao, Xingwei Wang |
| 2026 | Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts? | Qingchuan Li, Jiatong Li, Zirui Liu, Mingyue Cheng, Yitong Zhou, Yuting Zeng, Qi Liu, Tongxuan Liu |
| 2026 | LBM: Hierarchical Large Auto-Bidding Model via Reasoning and Acting. | Yewen Li, Zhiyi Lyu, Peng Jiang, Qingpeng Cai, Fei Pan, Bo An, Peng Jiang |
| 2026 | Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation Modeling. | Peining Li, Meiyu Liang, Wei Huang, Junping Du, Zhe Xue, Guanhua Ye, Wu Liu, Lei Shi |
| 2026 | Rhythm of Opinion: Interpretable Hawkes-Graph Networks for Hierarchical Opinion Propagation. | Yulong Li, Zhixiang Lu, Peixin Guo, Simin Lai, Yuxuan Zhang, Haochen Xue, Xiwei Liu, Yichen Li, Zhaodong Wu, Feilong Tang, Mian Zhou, Chong Li, Imran Razzak, Qingxia Li, Jionglong Su |
| 2026 | Simple-Sampling and Hard-Mixup with Prototypes to Rebalance Contrastive Learning for Text Classification. | Mengyu Li, Yonghao Liu, Fausto Giunchiglia, Ximing Li, Xiaoyue Feng, Renchu Guan |
| 2026 | A Contrastive Learning and Prompt-Driven Framework for Low-Resource User Geolocation. | Menglin Li, Kwan Hui Lim |
| 2026 | EcoThink: A Green Adaptive Inference Framework for Sustainable and Accessible Agents. | Linxiao Li, Zhixiang Lu |
| 2026 | Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search. | Yuchen Li, Rui Kong, Xinran Chen, Chengzhe Zhang, Jiamin Chen, Cheng Deng, Xinyu Ma, Haojie Zhang, Tianhao Peng, Hengyi Cai, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Jimmy Xiangji Huang, Lei Chen, Jun Wang, Dawei Yin |
| 2026 | Edit-Level Tracking of Narrative Changes in 10-K Filings. | Xiao Li, Changhong Jin, Yingjie Niu, Jingyi Wang, Ruihai Dong |
| 2026 | Explaining Synergistic Effects in Social Recommendations. | Yicong Li, Shan Jin, Qi Liu, Shuo Wang, Jiaying Liu, Shuo Yu, Qiang Zhang, Kuanjiu Zhou, Feng Xia |
| 2026 | DeepAgent: A General Reasoning Agent with Scalable Toolsets. | Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong, Jiajie Jin, Yinuo Wang, Hao Wang, Yutao Zhu, Ji-Rong Wen, Yuan Lu, Zhicheng Dou |