Lixu Wang

About Lixu Wang

Lixu Wang, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at North Western University, specializes in the field of Machine Learning, Data Privacy.

His recent articles reflect a diverse array of research interests and contributions to the field:

Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval

Phase-driven Domain Generalizable Learning for Nonstationary Time Series

Federated Learning with New Knowledge: Fundamentals, Advances, and Futures

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

A Survey of Federated Unlearning: A Taxonomy, Challenges and Future Directions

Deja Vu: Continual Model Generalization For Unseen Domains

Federated Continual Novel Class Learning

Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand

Lixu Wang Information

University

Position

CS Ph.D. Student of

Citations(all)

495

Citations(since 2020)

495

Cited By

16

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Lixu Wang Skills & Research Interests

Machine Learning

Data Privacy

Top articles of Lixu Wang

Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval

Arxiv Preprint

2024/3/8

Lixu Wang
Lixu Wang

H-Index: 2

Qi Zhu
Qi Zhu

H-Index: 2

Phase-driven Domain Generalizable Learning for Nonstationary Time Series

Arxiv Preprint

2024

Federated Learning with New Knowledge: Fundamentals, Advances, and Futures

Arxiv Preprint

2024

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

IEEE Conference on Acoustics, Speech and Signal Processing (ICASSP-24)

2024

A Survey of Federated Unlearning: A Taxonomy, Challenges and Future Directions

ArXiv Preprint

2023/10/30

Deja Vu: Continual Model Generalization For Unseen Domains

International Conference on Learning Representations (ICLR-23)

2023/1/25

Federated Continual Novel Class Learning

Arxiv Preprint

2023

Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand

37th Conference on Neural Information Processing Systems (NeurIPS-23)

2023

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

International Conference on Learning Representation, Oral (ICLR-22)

2022

Federated Class-Incremental Learning

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-22)

2022/3/22

Inor-net: Incremental 3-d object recognition network for point cloud representation

IEEE Transactions on Neural Networks and Learning Systems (TNNLS-22)

2022/2/27

Lixu Wang
Lixu Wang

H-Index: 2

Jun Li
Jun Li

H-Index: 16

Backdoor detection and mitigation in competitive reinforcement learning

IEEE/CVF International Conference on Computer Vision (ICCV-23)

2022/2/8

Addressing Class Imbalance in Federated Learning

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI-21)

2021/5/18

Providing domain specific model via universal no data exchange domain adaptation

Journal of Physics: Conference Series

2021/3/1

Lixu Wang
Lixu Wang

H-Index: 2

Feng Gao
Feng Gao

H-Index: 59

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

2021

{mID}: Tracing Screen Photos via {Moiré} Patterns

2021

Weighted discriminative collaborative competitive representation for robust image classification

Neural Networks

2020/5/1

See List of Professors in Lixu Wang University(North Western University)

Co-Authors

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