Shichao Xu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 31

Top Topics

Predictive Control

Assisted Learning

Radial Basis Function Neural Network

Class Imbalance

Top Venues

BuildSys@SenSys

IEEE Trans. Cybern.

Publications

Lixu Wang, Shichao Xu, Xinyu Du, Qi Zhu
DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection. ICASSP (2024)
Lixu Wang, Shichao Xu, Xinyu Du, Qi Zhu
DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection. CoRR (2024)
Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu
Federated Class-Incremental Learning. CoRR (2022)
Wing W. Y. Ng, Shichao Xu, Jianjun Zhang, Xing Tian, Tongwen Rong, Sam Kwong
Hashing-Based Undersampling Ensemble for Imbalanced Pattern Classification Problems. IEEE Trans. Cybern. 52 (2) (2022)
Shichao Xu, Yangyang Fu, Yixuan Wang, Zhuoran Yang, Zheng O'Neill, Zhaoran Wang, Qi Zhu
Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidances. BuildSys@SenSys (2022)
Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu
Federated Class-Incremental Learning. CVPR (2022)
Huaizhang Sun, Yangbo Chen, Junnan Xiong, Chongchong Ye, Zhiwei Yong, Yi Wang, Dong He, Shichao Xu
Relationships between climate change, phenology, edaphic factors, and net primary productivity across the Tibetan Plateau. Int. J. Appl. Earth Obs. Geoinformation 107 (2022)
Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization. ICLR (2022)
Han Yan, Xiaomeng Du, Lu Xu, Shichao Xu, Yanfeng Zhang, Peng Gong
Toward intelligent clothes manufacturing: a systematic method for static and dynamic task allocation by genetic optimization. Neural Comput. Appl. 34 (10) (2022)
Shichao Xu, Yikang Li, Jenhao Hsiao, Chiuman Ho, Qi Zhu
A Dual Modality Approach For (Zero-Shot) Multi-Label Classification. CoRR (2022)
Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu
Addressing Class Imbalance in Federated Learning. AAAI (2021)
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. ASP-DAC (2021)
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. DATE (2021)
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. CoRR (2021)
Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu
Weak Adaptation Learning - Addressing Cross-domain Data Insufficiency with Weak Annotator. CoRR (2021)
Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O'Neill
Containerized framework for building control performance comparisons: model predictive control vs deep reinforcement learning control. BuildSys@SenSys (2021)
Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu
Non-Transferable Learning: A New Approach for Model Verification and Authorization. CoRR (2021)
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu
Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control. CoRR (2021)
Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu
Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator. ICCV (2021)
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu
Learning-based framework for sensor fault-tolerant building HVAC control with model-assisted learning. BuildSys@SenSys (2021)
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. DAC (2021)
Chao Huang, Shichao Xu, Zhilu Wang, Shuyue Lan, Wenchao Li, Qi Zhu
Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems. CoRR (2020)
Shichao Xu, Shuyue Lan, Qi Zhu
MaskPlus: Improving Mask Generation for Instance Segmentation. WACV (2020)
Wing W. Y. Ng, Shichao Xu, Ting Wang, Shuai Zhang, Chris D. Nugent
Radial Basis Function Neural Network with Localized Stochastic-Sensitive Autoencoder for Home-Based Activity Recognition. Sensors 20 (5) (2020)
Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
One for Many: Transfer Learning for Building HVAC Control. CoRR (2020)
Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu
Towards Class Imbalance in Federated Learning. CoRR (2020)
Chao Huang, Shichao Xu, Zhilu Wang, Shuyue Lan, Wenchao Li, Qi Zhu
Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems. DAC (2020)
Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
One for Many: Transfer Learning for Building HVAC Control. BuildSys@SenSys (2020)
Shichao Xu, Shuyue Lan, Qi Zhu
MaskPlus: Improving Mask Generation for Instance Segmentation. CoRR (2019)
Lixu Wang, Shichao Xu, Xiao Wang, Qi Zhu
Eavesdrop the Composition Proportion of Training Labels in Federated Learning. CoRR (2019)
Haijun Zhang, Mingshan Sun, Yuzhu Ji, Shichao Xu, Weihan Cao
Learning-based Object Detection in High Resolution UAV Images: An Empirical Study. INDIN (2019)
Jihai Duan, Qiangyu Hao, Yu Zheng, Baolin Wei, Weilin Xu, Shichao Xu
Design of an incoherent IR-UWB receiver front-end in 180-nm CMOS technology. ISQED (2015)