[13] Dong Jiahua, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, and Qi Zhu, “Federated Class-Incremental Learning” Conference on Computer Vision and Pattern Recognition (CVPR) 2022

[12] Lixu Wang*, Shichao Xu*, Ruiqi Xu, Xiao Wang, and Qi Zhu, “Non-Transferable Learning: A New Approach for Model Verification and Authorization” International Conference on Learning Representations (ICLR) 2022, Oral

[11] Fu Yangyang, Shichao Xu, Qi Zhu, and Zheng O’Neill, “Containerized Framework for Building Control Performance Comparisons: Model Predictive Control vs Deep Reinforcement Learning Control” The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), Nov 17-18, 2021, Coimbra, Portugal (FATEsys 2021)

[10] Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu, “Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control” The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys), Nov 17-18, 2021, Coimbra, Portugal (acceptance ratio = 26%)

[9] Shichao Xu*, Lixu Wang*, Yixuan Wang, and Qi Zhu, “Weak Adaptation Learning--Addressing Cross-domain Data Insufficiency with Weak Annotator” IEEE/CVF International Conference on Computer Vision (ICCV) 2021

[8] Lixu Wang, Shichao Xu, Xiao Wang, and Qi Zhu, “Addressing Class Imbalance in Federated Learning” The 35th Conference on Artificial Intelligence (AAAI), A Virtual Conference, 2021

[7] Qi Zhu, Chao Huang, Ruochen Jiao, Shuyue Lan, Hengyi Liang, Xiangguo Liu, Yixuan Wang, Zhilu Wang, Shichao Xu, “Safety-Assured Design and Adaptation of Learning-Enabled Autonomous Systems” The 26th Asia and South Pacific Design Automation Conference (ASP-DAC'21). Virtual Conference. Jan. 2021

[6] Yixuan Wang, Chao Huang, Zhilu Wang, Shichao Xu, Zhaoran Wang, Qi Zhu, “Cocktail: Learn a Better Neural Network Controller from Multiple Experts via Adaptive Mixing and Robust Distillation” The 58th ACM/IEEE Design Automation Conference (DAC), Virtual Conference, 2021

[5] Rumia Masburah, Rajib Lochan Jana, Ainuddin Khan, Shichao Xu, Shuyue Lan, Soumyajit Dey, Qi Zhu, “Adaptive Learning Based Building Load Prediction for Microgrid Economic Dispatch” Design, Automation & Test in Europe Conference & Exhibition (DATE), 2021

[4] Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, and Qi Zhu, “One for Many: Transfer Learning for Building HVAC Control” The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys '20), November 18--20, 2020, Virtual Event, Japan

[3] Shichao Xu, Shuyue Lan, and Zhu Qi, “MaskPlus: Improving Mask Generation for Instance Segmentation” The IEEE Winter Conference on Applications of Computer Vision. 2020

[2] Chao Huang, Shichao Xu, Zhilu Wang, Shuyue Lan, Wenchao Li, and Qi Zhu, “Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems” The 57th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 2020

[1] Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu, “Eavesdrop the Composition Proportion of Training Labels in Federated Learning” Arxiv Preprint, 2019