| 2026 | ICPR | DGI: Time Series Anomaly Detection by Injection of Anomaly Prior. | Xudong Xiong, Xiaohui Zhou, Yijie Wang |
| 2025 | EMNLP | AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning. | Yujie Feng, Jian Li, Xiaoyu Dong, Pengfei Xu, Xiaohui Zhou, Yujia Zhang, Zexin Lu, Yasha Wang, Alan Zhao, Xu Chu, Xiao-Ming Wu |
| 2025 | EMNLP | Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization. | Jian Li, Shenglin Yin, Yujia Zhang, Alan Zhao, Xi Chen, Xiaohui Zhou, Pengfei Xu |
| 2025 | ICASSP | Graph Structure Learning via Transfer Entropy for Multivariate Time Series Anomaly Detection. | Mingyu Liu, Yijie Wang, Xiaohui Zhou, Yongjun Wang |
| 2025 | ICASSP | Deep Time Series Anomaly Detection with Local Temporal Pattern Learning. | Yizhou Li, Yijie Wang, Hongzuo Xu, Xiaohui Zhou |
| 2024 | ICASSP | Boundary-Driven Active Learning for Anomaly Detection in Time Series Data Streams. | Xiaohui Zhou, Yijie Wang, Hongzuo Xu, Mingyu Liu |
| 2023 | APCC | Proactive Cell Switching for mmWave Networks with Hybrid Beamforming and Dynamic Blockers. | Xiaohui Zhou, Iain B. Collings, Stephen V. Hanly, Philip Whiting |
| 2023 | ICASSP | Smoothing Point Adjustment-Based Evaluation of Time Series Anomaly Detection. | Mingyu Liu, Yijie Wang, Hongzuo Xu, Xiaohui Zhou, Bin Li, Yongjun Wang |
| 2023 | SMC | Local-Adaptive Transformer for Multivariate Time Series Anomaly Detection and Diagnosis. | Xiaohui Zhou, Yijie Wang, Hongzuo Xu, Mingyu Liu, Ruyi Zhang |
| 1999 | ICRA | An Effective Method to Reduce Inventory in Job Shops. | Peter B. Luh, Xiaohui Zhou, Robert N. Tomastik |