| 2026 | High Dimensional Distributed Gradient Descent with Arbitrary Number of Byzantine Attackers. | Wenyu Liu, Tianqiang Huang, Pengfei Zhang, Zong Ke, Minghui Min, Puning Zhao |
| 2026 | HEV Generative Sandbox: A Framework for Assessing Domain-Specific Social Risks Through Human-LLM Simulation. | Yiran Liu, Zhiyi Hou, Xiaoang Xu, Shuo Wang, Huijia Wu, Kaicheng Yu, Yang Yu, ChengXiang Zhai |
| 2026 | CHDP: Cooperative Hybrid Diffusion Policies for Reinforcement Learning in Parameterized Action Space. | Bingyi Liu, Jinbo He, Haiyong Shi, Enshu Wang, Weizhen Han, Jingxiang Hao, Peixi Wang, Zhuangzhuang Zhang |
| 2026 | Collaborative Feature Matching with Progressive Correspondence Learning. | Xin Liu, Yanbing Han, Rong Qin, Bing Wang, Jufeng Yang |
| 2026 | Conformal Prediction Meets Long-tail Classification. | Shuqi Liu, Jianguo Huang, Luke Ong |
| 2026 | Pb4U-GNet: Resolution-Adaptive Garment Simulation via Propagation-before-Update Graph Network. | Aoran Liu, Kun Hu, Clinton Ansun Mo, Qiuxia Wu, Wenxiong Kang, Zhiyong Wang |
| 2026 | Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment. | Henglin Liu, Nisha Huang, Chang Liu, Jiangpeng Yan, Huijuan Huang, Jixuan Ying, Tong-Yee Lee, Pengfei Wan, Xiangyang Ji |
| 2026 | mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing. | Ziyang Liu, Siyuan He, Feng Liang, Chang Huang, Shuxin Zhong, Kaishun Wu |
| 2026 | Balanced Knowledge Distillation for Large Language Models with Mix-of-Experts. | Jiajun Liu, Yao He, Wenjun Ke, Peng Wang, Ziyu Shang, Guozheng Li, Zijie Xu |
| 2026 | MRACL: Multi-Reward Space Guided Adaptive Curriculum Reinforcement Learning for LLMs. | Wenxuan Liu, Liangyu Huo, Yi Jing, Xiyuan Zhang, Jian Xie |
| 2026 | PUFM: Efficient Point Cloud Upsampling via Flow Matching. | Zhi-Song Liu, Chenhang He, Yakun Ju, Lei Li |
| 2026 | RAA: Achieving Interactive Remove/Add Anything via Fully Synthetic Data. | Delong Liu, Haotian Hou, Zhaohui Hou, Shihao Han, Zhiyuan Huang, Mingjie Zhan, Fei Su, Zhicheng Zhao |
| 2026 | UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction. | Zhiqiang Liu, Yin Hua, Mingyang Chen, Yichi Zhang, Zhuo Chen, Lei Liang, Wen Zhang |
| 2026 | Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles. | Jiangfan Liu, Yongkang Guo, Fangzhi Zhong, Tianyuan Zhang, Zonglei Jing, Siyuan Liang, Jiakai Wang, Mingchuan Zhang, Aishan Liu, Xianglong Liu |
| 2026 | WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation. | Xiaoqian Liu, Xiyan Gui, Zhengkun Ge, Yuan Ge, Chang Zou, Jiacheng Liu, Zhikang Niu, Qixi Zheng, Chen Xu, Xie Chen, Tong Xiao, Jingbo Zhu, Linfeng Zhang |
| 2026 | NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation. | Maoqi Liu, Quan Fang, Yuhao Wu, Can Zhao, Yang Yang, Kaiquan Cai |
| 2026 | SkyMoE: A Vision-Language Foundation Model for Enhancing Geospatial Interpretation with Mixture of Experts. | Jiaqi Liu, Ronghao Fu, Lang Sun, Haoran Liu, Xiao Yang, Weipeng Zhang, Xu Na, Zhuoran Duan, Bo Yang |
| 2026 | RAW-Flow: Advancing RGB-to-RAW Image Reconstruction with Deterministic Latent Flow Matching. | Zhen Liu, Diedong Feng, Hai Jiang, Liaoyuan Zeng, Hao Wang, Chaoyu Feng, Lei Lei, Bing Zeng, Shuaicheng Liu |
| 2026 | SafeNLIDB: A Privacy-Preserving Safety Alignment Framework for LLM-based Natural Language Database Interfaces. | Ruiheng Liu, Xiaobing Chen, Jinyu Zhang, Qiongwen Zhang, Yu Zhang, Bailong Yang |
| 2026 | EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion. | Shang Liu, Chenjie Cao, Chaohui Yu, Wen Qian, Jing Wang, Fan Wang |
| 2026 | Scale-Net: A Hierarchical U-Net Framework for Cross-Scale Generalization in Multi-Task Vehicle Routing. | Suyu Liu, Zhiguang Cao, Nan Yin, Yew-Soon Ong |
| 2026 | Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? | Ming Liu, Hao Chen, Jindong Wang, Liwen Wang, Jingchen Sun, Wensheng Zhang |
| 2026 | Automatic Channel Pruning by Searching with Structure Embedding for Hash Network. | Zifan Liu, Yuan Cao, Yifan Sun, Yanwei Yu, Heng Qi |
| 2026 | EchoBat: Echo-Vision Enhancement and Echo-Layered Sampling for Video LLMs Hallucination Mitigation. | Shuai Liu, Da Chen, Yiheng Pan, Chenwei Tian, Qian Li, Chenhao Lin |
| 2026 | Multimodal Table Understanding with Difficulty-aware Reinforcement Learning. | Chaohu Liu, Haoyu Cao, YongXiang Hua, Linli Xu |