| 2026 | Generalizing Vision-Language Models with Dedicated Prompt Guidance. | Xinyao Li, Yinjie Min, Hongbo Chen, Zhekai Du, Fengling Li, Jingjing Li |
| 2026 | Impute Missing Entries with Uncertainty. | Jaesung Lim, Seunghwan An, Jong-June Jeon |
| 2026 | FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs. | Chao Li, Runshuo Liu, Zhongying Zhao, Hui Zhou, Qingtian Zeng |
| 2026 | Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image Demosaicking. | Chenggong Li, Yidong Luo, Junchao Zhang, Degui Yang |
| 2026 | Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective. | Jiahao Li, Yang Lu, Yachao Zhang, Yong Xie, Fangyong Wang, Yuan Xie, Yanyun Qu |
| 2026 | GraphIF: Enhancing Multi-Turn Instruction Following for Large Language Models with Relation Graph Prompt. | Zhenhe Li, Can Lin, Ling Zheng, Wen-Da Wei, Junli Liang, Qi Song |
| 2026 | PLA-MGRA: Multi-Granularity and Relation-Aware Learning for Efficient and Generalizable Protein-Ligand Binding Affinity Prediction. | Shunfan Li, Jiangkai Long, Xin Zou, Chang Tang, Yuanyuan Liu, Xiao He, Xuesong Yan |
| 2026 | Elite Pattern Reinforcement for Vehicle Routing Problems. | Ning Li, Peng Lin, Peng Zhang, Ruichen Tian |
| 2026 | From Dialogue to Destination: Geography-Aware Large Language Models with Multimodal Fusion for Conversational Recommendation. | Yeming Li, Chenxi Liu, Jie Zou, Cheng Long, Chaoning Zhang, Peng Wang, Yang Yang |
| 2026 | SepPrune: Structured Pruning for Efficient Deep Speech Separation. | Yuqi Li, Kai Li, Xin Yin, Zhifei Yang, Zeyu Dong, Zhengtao Yao, Haoyan Xu, Yingli Tian, Yao Lu |
| 2026 | ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction. | Pengze Li, Jiaqi Liu, Junchi Yu, Lihao Liu, Mingyu Ding, Wanli Ouyang, Shixiang Tang, Xi Chen |
| 2026 | Talking Trails: LLM-Enhanced Spatiotemporal Trajectory Modeling for E-Bike Delivery Route Planning. | Zhao Li, Mingwu Liu, Xu-Hua Yang, Haipeng Dai, Ji Zhang, Yangbohan Jiao |
| 2026 | Refine3D: Scene-Adaptive Reference Point Refinement for Sparse 3D Object Detection. | Fan Li, Jing Lu, Yunlu Xu, Changhong Wu, Tao Xu, Zhaoyi Xiang, Yi Niu |
| 2026 | Test-Time Preference Optimization for Image Restoration. | Bingchen Li, Xin Li, Jiaqi Xu, Jiaming Guo, Wenbo Li, Renjing Pei, Zhibo Chen |
| 2026 | Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation. | Shiyuan Li, Yixin Liu, Qingsong Wen, Chengqi Zhang, Shirui Pan |
| 2026 | DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs. | Yuanhao Li, Mingshan Liu, Hongbo Wang, Yiding Zhang, Yifei Ma, Wei Tan |
| 2026 | Cross-Modal Unlearning via Influential Neuron Path Editing in Multimodal Large Language Models. | Kunhao Li, Wenhao Li, Di Wu, Lei Yang, Jun Bai, Ju Jia, Jason Xue |
| 2026 | Beyond Retraining: Training-Free Unknown Class Filtering for Source-Free Open Set Domain Adaptation of Vision-Language Models. | Yongguang Li, Jindong Li, Qi Wang, Qianli Xing, Runliang Niu, Shengsheng Wang, Menglin Yang |
| 2026 | TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model. | Xiang Li, Ya-Li Li, Yuan Wang, Huaqiang Wang, Shengjin Wang |
| 2026 | ReLUPruner: Rethinking ReLU Importance with Taylor Expansion for Efficient Private Inference. | Zhenpeng Li, Jinshuo Liu, Xinyan Wang, Lina Wang, Jeff Z. Pan |
| 2026 | Rethinking the Spatio-Temporal Alignment of End-to-End 3D Perception. | Xiaoyu Li, Peidong Li, Xian Wu, Long Shi, Dedong Liu, Yitao Wu, Jiajia Fu, Dixiao Cui, Lijun Zhao, Lining Sun |
| 2026 | KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache. | Fei Li, Song Liu, Weiguo Wu, Shiqiang Nie, Jinyu Wang |
| 2026 | A Causal Target for Learning to Defer Under Hidden Confounding. | Yanmin Li, Lihua Liu, Xin Wang, Zhilong Mao, Jibing Wu, Weidong Bao |
| 2026 | RFF-TTA: Physical Information-Aware Prototype for Temporally Varying RF Fingerprinting Online Test-Time-Adaptation. | Taotao Li, Yiyang Li, Zhenyu Wen, Jiahao Lin, Jinhao Wan, Jie Su, Cong Wang, Zhen Hong |
| 2026 | GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection. | Xiang Li, Wenxi Li, Yuetong Wang, Chenyang Lyu, Haozhe Lin, Guiguang Ding, Yuchen Guo |