| 2026 | DMGINE: Day-Memory Guided Nighttime Image Enhancement for Dynamic Traffic Scenes. | Ruizhou Liu, Zhe Wu, Zimo Liu, Qingfang Zheng, Qingming Huang |
| 2026 | Orthogonal Spatial-temporal Distributional Transfer for 4D Generation. | Wei Liu, Shengqiong Wu, Bobo Li, Haoyu Zhao, Hao Fei, Mong-Li Lee, Wynne Hsu |
| 2026 | A Unified Shape-Aware Foundation Model for Time Series Classification. | Zhen Liu, Yucheng Wang, Boyuan Li, Junhao Zheng, Emadeldeen Eldele, Min Wu, Qianli Ma |
| 2026 | DS SERVE: A Framework for Efficient and Scalable Neural Retrieval. | Jinjian Liu, Yichuan Wang, Xinxi Lyu, Rulin Shao, Joseph E. Gonzalez, Matei Zaharia, Sewon Min |
| 2026 | FoAM: Foresight-Augmented Multi-Task Imitation Policy for Robotic Manipulation. | Litao Liu, Wentao Wang, Yifan Han, Zhuoli Xie, Pengfei Yi, Junyan Li, Wenzhao Lian |
| 2026 | Gracefully Air-Written: Enhancing the Legibility and Style Consistency of In-Air Handwriting. | Yu Liu, Cunrui Wang, Lin Feng, Jianxin Zhang, Bo Lu |
| 2026 | Quality-aware and Soft Consistency Driven Representation Fusion for Incomplete Multi-view Multi-label Classification. | Yadong Liu, Waikeung Wong, Yulong Chen, Jie Wen |
| 2026 | Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning. | Jingping Liu, Xueyan Wu, Hanxuan Chen, Ziyan Liu, Zhangquan Chen, Ronghao Chen, Huacan Wang |
| 2026 | Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models. | Xuyang Liu, Ziming Wang, Junjie Chen, Yuhang Han, Yingyao Wang, Jiale Yuan, Jun Song, Siteng Huang, Honggang Chen |
| 2026 | FINE: Factorized Multimodal Sentiment Analysis via Mutual INformation Estimation. | Yadong Liu, Shangfei Wang |
| 2026 | SVGL: Scale-Variable Graph Learning in Model Space for Multivariate Time Series Classification. | Shikang Liu, Ziyu Tang, Xiren Zhou, Huanhuan Chen |
| 2026 | Causally-Aware Attribute Completion for Incomplete Federated Graph Clustering. | Jingxin Liu, Wenxuan Tu, Haotian Wang, Renda Han, Haoyi Li, Junlong Wu, Xiangyan Tang |
| 2026 | HCPO: Hierarchical Conductor-Based Policy Optimization in Multi-Agent Reinforcement Learning. | Zejiao Liu, Junqi Tu, Yitian Hong, Luolin Xiong, Yaochu Jin, Yang Tang, Fangfei Li |
| 2026 | Personalized Federated Graph-Level Clustering Network. | Jingxin Liu, Wenxuan Tu, Renda Han, Junlong Wu, Haotian Wang, Guohui Liu, Xiangyan Tang, Yue Yang |
| 2026 | LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning. | Liutao, Xutao Mao, Dixuan Zhang, Yifan Li, Haixin Liu, Lulu Kong, Jiaming Hou, Rui Li, YunLong Li, Aoze Zheng, Zhiqiang Zhang, Zhewei Luo, Hongying Zan, Kunli Zhang, Min Peng |
| 2026 | HardF-SNN: Hardware-Friendly Quantization for Spiking Neural Networks with Efficient Integer-Arithmetic-Only Inference. | Hanwen Liu, Kexin Shi, Jieyuan Zhang, Yimeng Shan, Jibin Wu, Wenyu Chen, Malu Zhang |
| 2026 | Focusing on Language: Revealing and Exploiting Language Attention Heads in Multilingual Large Language Models. | Xin Liu, Qiyang Song, Qihang Zhou, Haichao Du, Shaowen Xu, Wenbo Jiang, Weijuan Zhang, Xiaoqi Jia |
| 2026 | TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs. | Shuyi Liu, Yu-Ming Shang, Xi Zhang |
| 2026 | Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation. | Hongyang Liu, Zhu Sun, Tianjun Wei, Yan Wang, Jiajie Zhu, Xinghua Qu |
| 2026 | Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering. | Jilong Liu, Pengyang Shao, Wei Qin, Fei Liu, Yonghui Yang, Richang Hong |
| 2026 | FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models. | Junkang Liu, Fanhua Shang, Hongying Liu, Yuxuan Tian, Yuanyuan Liu, Jin Liu, Kewen Zhu, Zhouchen Lin |
| 2026 | LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs. | Xiaoran Liu, Yuerong Song, Zhigeng Liu, Zengfeng Huang, Qipeng Guo, Ziwei He, Xipeng Qiu |
| 2026 | Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis. | Daixian Liu, Hau-Sing So, Haoran Chen, Jiao Li, Shanshan Wang, Mengzhu Wang, Jingcai Guo |
| 2026 | MINGLE: VLMs for Semantically Complex Region Detection in Urban Scenes. | Liu Liu, Alexandra Schild, Marco Cipriano, Fatimeh Al Ghannam, Freya Tan, Gerard de Melo, Andres Sevtsuk |
| 2026 | The Power of Initial Investigation in Audit Games. | Ren Liu, Weiran Shen |