Shichao Xu
North Western University
H-index: 10
Asia-Bangladesh
Top articles of Shichao Xu
DACR: Distribution-Augmented Contrastive Reconstruction for Time-Series Anomaly Detection
IEEE Conference on Acoustics, Speech and Signal Processing (ICASSP-24)
2024
How good are learning-based control vs model-based control for load shifting? Investigations on a single zone building energy system
Energy
2023/6/15
Shichao Xu
H-Index: 4
Qi Zhu
H-Index: 2
Learning from Limited and Imperfect Data in Cyber-Physical System
2023
Shichao Xu
H-Index: 4
Comparison Study Of High-performance Rule-based HVAC Control With Deep Reinforcement Learning-based Control In A Multi-zone VAV System
2022
Shichao Xu
H-Index: 4
Qi Zhu
H-Index: 2
Federated class-incremental learning
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-22)
2022/3/22
Containerized framework for building control performance comparisons: Model predictive control vs deep reinforcement learning control
2021/11/17
Shichao Xu
H-Index: 4
Qi Zhu
H-Index: 2
Non-Transferable Learning: A New Approach for Model Verification and Authorization
International Conference on Learning Representation, Oral (ICLR-22)
2022
Learning-based framework for sensor fault-tolerant building HVAC control with model-assisted learning
2021/11/17
Cocktail: Learn a Better Neural Network Controller from Multiple Experts via Adaptive Mixing and Robust Distillation
2021/3/8
Yixuan Wang
H-Index: 4
Chao Huang
H-Index: 2
Shichao Xu
H-Index: 4
Zhaoran Wang
H-Index: 25
Qi Zhu
H-Index: 2
Weak Adaptation Learning--Addressing Cross-domain Data Insufficiency with Weak Annotator
2021/2/15
Adaptive learning based building load prediction for microgrid economic dispatch
2021/2/1
Safety-assured design and adaptation of learning-enabled autonomous systems
2021/1/18
One for many: Transfer learning for building hvac control
2020/11/18
Addressing Class Imbalance in Federated Learning
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-21)
2021/5/18
Opportunistic Intermittent Control with Safety Guarantees for Autonomous Systems
2020/7/20
Maskplus: Improving mask generation for instance segmentation
2020
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