Shichao Xu

Researcher, Ads, Google

Joined

April 2021

Names

Shichao Xu (Preferred)

Emails

****@u.northwestern.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Ads, Google (google.com)

2023 – Present

PhD student

Computer Science, Northwestern University (northwestern.edu)

2018 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

2016 – Present

transfer learning

2016 – Present

deep representation learning

2016 – Present

computer vision

2016 – Present

unsupervised learning

2016 – Present

Publications

Federated Class-Incremental Learning
Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu
- 2022 (modified: 18 Nov 2022)
- CVPR 2022
- Readers: Everyone
A Dual Modality Approach For (Zero-Shot) Multi-Label Classification
Shichao Xu, Yikang Li, Jenhao Hsiao, Chiuman Ho, Qi Zhu
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization
Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu
- 2022 (modified: 18 Nov 2022)
- ICLR 2022
- Readers: Everyone
Federated Class-Incremental Learning
Jiahua Dong, Lixu Wang, Zhen Fang, Gan Sun, Shichao Xu, Xiao Wang, Qi Zhu
- 2022 (modified: 18 Nov 2022)
- CoRR 2022
- Readers: Everyone
Non-Transferable Learning: A New Approach for Model Ownership Verification and Applicability Authorization
Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Oral
- Readers: Everyone
Weak Adaptation Learning: Addressing Cross-domain Data Insufficiency with Weak Annotator
Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu
- 2021 (modified: 18 Nov 2022)
- ICCV 2021
- Readers: Everyone
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
- 2021 (modified: 18 Nov 2022)
- BuildSys@SenSys 2021
- Readers: Everyone
Weak Adaptation Learning - Addressing Cross-domain Data Insufficiency with Weak Annotator
Shichao Xu, Lixu Wang, Yixuan Wang, Qi Zhu
- 2021 (modified: 18 Nov 2022)
- CoRR 2021
- Readers: Everyone
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 (modified: 18 Nov 2022)
- BuildSys@SenSys 2021
- Readers: Everyone
Non-Transferable Learning: A New Approach for Model Verification and Authorization
Lixu Wang, Shichao Xu, Ruiqi Xu, Xiao Wang, Qi Zhu
- 2021 (modified: 18 Nov 2022)
- CoRR 2021
- Readers: Everyone

View all 23 publications

Co-Authors

View all 26 co-authors