| 2026 | ACL | LongInsightBench: A Comprehensive Benchmark for Evaluating Omni-Modal Models on Human-Centric Long-Video Understanding. | ZhaoYang Han, Qihan Lin, Hao Liang, Bowen Chen, Zhou Liu, Wentao Zhang |
| 2026 | ACL | Reinforcement Learning with Semantic Rewards Enables Low-Resource Language Expansion without Alignment Tax. | Zeli Su, Ziyin Zhang, Zhou Liu, Xuexian Song, Zhankai Xu, Longfei Zheng, Xiaolu Zhang, Rong Fu, Guixian Xu, Wentao Zhang |
| 2026 | ACL | UniDataBench: Evaluating Data Analytics Agents Across Structured and Unstructured Data. | Han Weng, Zhou Liu, Yuanfeng Song, Xiaoming Yin, Xing Chen, Wentao Zhang |
| 2026 | ACL | SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing. | Tong Zhang, Honglin Lin, Zhou Liu, Chong Chen, Wentao Zhang |
| 2025 | IROS | A Two-Stage Lightweight Framework for Efficient Land-Air Bimodal Robot Autonomous Navigation. | Yongjie Li, Zhou Liu, Wenshuai Yu, Zhangji Lu, Chenyang Wang, Fei Yu, Qingquan Li |
| 2025 | ICWS | GCA-YOLO: An Edge-Optimized Traffic Sign Detection Model. | Peiyan Yuan, Yifan Pei, Chenyang Wang, Xiaoyan Zhao, Zhou Liu, Xiaoqiang Zhu, Tarik Taleb |
| 2024 | IJCNN | Dy-Sigma: A Generalized Accelerated Convergence Strategy for Diffusion Models. | Zhou Liu, Zheng Ye, Jing Liu, Jun Qin |
| 2024 | IJCNN | Text-Driven Editing of Real Images using Diffusion Models with Error Corrector. | Zhou Liu, Yican Zhang |
| 2022 | ICRA | Large-angle and High-speed Trajectory Tracking Control of a Quadrotor UAV based on Reachability. | Zhou Liu, Lilong Cai |
| 2020 | ICIP | Robust Intensity Image Reconstruciton Based On Event Cameras. | Meng Jiang, Zhou Liu, Bishan Wang, Lei Yu, Wen Yang |
| 2017 | ICONIP | Community Detection in Networks by Using Multiobjective Membrane Algorithm. | Chuang Liu, Linan Fan, Liangjie Li, Zhou Liu, Xiang Dai, Wei Gao |
| 2014 | ICMLA | Learning Good Features to Track. | Raed Almomani, Ming Dong, Zhou Liu |
| 2014 | ISVC | A Bayesian Framework for Accurate Eye Center Localization. | Zhou Liu, Heng Yang, Ming Dong, Jing Hua |
| 2010 | ICIP | Anomaly detection in surveillance video using motion direction statistics. | Chang Liu, Guijin Wang, Wenxin Ning, Xinggang Lin, Liang Li, Zhou Liu |
| 2007 | CVPR | Cast Shadow Removal Combining Local and Global Features. | Zhou Liu, Kaiqi Huang, Tieniu Tan, Liangsheng Wang |
| 2007 | ICANN | Real-Time Foreground-Background Segmentation Using Adaptive Support Vector Machine Algorithm. | Zhifeng Hao, Wen Wen, Zhou Liu, Xiaowei Yang |
| 2006 | ICPR | Cast Shadow Removal with GMM for Surface Reflectance Component. | Zhou Liu, Kaiqi Huang, Tieniu Tan, Liangsheng Wang |