Shichao Xu

According to our database, Shichao Xu authored at least 25 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection.

Lixu Wang, Shichao Xu, Xinyu Du, Qi Zhu

Proceedings of the IEEE International Conference on Acoustics, 2024

2022

Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification Problems.

Wing W. Y. Ng, Shichao Xu, Jianjun Zhang, Xing Tian, Tongwen Rong, Sam Kwong

IEEE Trans. Cybern., 2022

Toward intelligent clothes manufacturing: a systematic method for static and dynamic task allocation by genetic optimization.

Han Yan, Xiaomeng Du, Lu Xu, Shichao Xu, Yanfeng Zhang, Peng Gong

Neural Comput. Appl., 2022

A Dual Modality Approach For (Zero-Shot) Multi-Label Classification.

Shichao Xu, Yikang Li, Jenhao Hsiao, Chiuman Ho, Qi Zhu

CoRR, 2022

Relationships between climate change, phenology, edaphic factors, and net primary productivity across the Tibetan Plateau.

Huaizhang Sun, Yangbo Chen, Junnan Xiong, Chongchong Ye, Zhiwei Yong, Yi Wang, Dong He, Shichao Xu

Int. J. Appl. Earth Obs. Geoinformation, 2022

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

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization.

Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Federated Class-Incremental Learning.

Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control.

Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu

CoRR, 2021

Non-Transferable Learning: A New Approach for Model Verification and Authorization.

Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu

CoRR, 2021

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

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Containerized framework for building control performance comparisons: model predictive control vs deep reinforcement learning control.

Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O'Neill

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator.

Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

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

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

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

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

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

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Addressing Class Imbalance in Federated Learning.

Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition.

Wing W. Y. Ng, Shichao Xu, Ting Wang, Shuai Zhang, Chris D. Nugent

Sensors, 2020

Towards Class Imbalance in Federated Learning.

Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

CoRR, 2020

MaskPlus: Improving Mask Generation for Instance Segmentation.

Shichao Xu, Shuyue Lan, Qi Zhu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

One for Many: Transfer Learning for Building HVAC Control.

Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu

Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020

Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems.

Chao Huang, Shichao Xu, Zhilu Wang, Shuyue Lan, Wenchao Li, Qi Zhu

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Eavesdrop the Composition Proportion of Training Labels in Federated Learning.

Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu

CoRR, 2019

Learning-based Object Detection in High Resolution UAV Images: An Empirical Study.

Haijun Zhang, Mingshan Sun, Yuzhu Ji, Shichao Xu, Weihan Cao

Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019

2015

Design of an incoherent IR-UWB receiver front-end in 180-nm CMOS technology.

Jihai Duan, Qiangyu Hao, Yu Zheng, Baolin Wei, Weilin Xu, Shichao Xu

Proceedings of the Sixteenth International Symposium on Quality Electronic Design, 2015