| 2024 | ICASSP | DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection. | Lixu Wang, Shichao Xu, Xinyu Du, Qi Zhu |
| 2022 | CVPR | Federated Class-Incremental Learning. | Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu |
| 2022 | ICLR | Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization. | Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu |
| 2022 | SENSYS | Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidances. | Shichao Xu, Yangyang Fu, Yixuan Wang, Zhuoran Yang, Zheng O'Neill, Zhaoran Wang, Qi Zhu |
| 2021 | AAAI | Addressing Class Imbalance in Federated Learning. | Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu |
| 2021 | ASPDAC | Safety-Assured Design and Adaptation of Learning-Enabled Autonomous Systems. | Qi Zhu, Chao Huang, Ruochen Jiao, Shuyue Lan, Hengyi Liang, Xiangguo Liu, Yixuan Wang, Zhilu Wang, Shichao Xu |
| 2021 | DAC | Cocktail: Learn a Better Neural Network Controller from Multiple Experts via Adaptive Mixing and Robust Distillation. | Yixuan Wang, Chao Huang, Zhilu Wang, Shichao Xu, Zhaoran Wang, Qi Zhu |
| 2021 | DATE | Adaptive Learning Based Building Load Prediction for Microgrid Economic Dispatch. | Rumia Masburah, Rajib Lochan Jana, Ainuddin Khan, Shichao Xu, Shuyue Lan, Soumyajit Dey, Qi Zhu |
| 2021 | ICCV | Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator. | Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu |
| 2021 | SENSYS | Containerized framework for building control performance comparisons: model predictive control vs deep reinforcement learning control. | Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O'Neill |
| 2021 | SENSYS | Learning-based framework for sensor fault-tolerant building HVAC control with model-assisted learning. | Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu |
| 2020 | DAC | Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems. | Chao Huang, Shichao Xu, Zhilu Wang, Shuyue Lan, Wenchao Li, Qi Zhu |
| 2020 | WACV | MaskPlus: Improving Mask Generation for Instance Segmentation. | Shichao Xu, Shuyue Lan, Qi Zhu |
| 2020 | SENSYS | One for Many: Transfer Learning for Building HVAC Control. | Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu |
| 2019 | INDIN | Learning-based Object Detection in High Resolution UAV Images: An Empirical Study. | Haijun Zhang, Mingshan Sun, Yuzhu Ji, Shichao Xu, Weihan Cao |