Wenyu Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 27

Top Topics

Multivariate Time Series

Human Activity Recognition

Delta Bar Delta

Top Venues

Publications

Wenyu Zhang, Qingmu Liu, Felix Ong Wei Cong, Mohamed Ragab, Chuan-Sheng Foo
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias. CoRR (2024)
Mohamed Ragab, Peiliang Gong, Emadeldeen Eldele, Wenyu Zhang, Min Wu, Chuan-Sheng Foo, Daoqiang Zhang, Xiaoli Li, Zhenghua Chen
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation. CoRR (2024)
Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo
Training neural networks with classification rules for incorporating domain knowledge. Knowl. Based Syst. 294 (2024)
Wenyu Zhang, Li Shen, Chuan-Sheng Foo
Source-Free Domain Adaptation Guided by Vision and Vision-Language Pre-Training. CoRR (2024)
Wenyu Zhang, Li Shen, Chuan-Sheng Foo
Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation. ICCV (2023)
Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift. CoRR (2022)
Astha Garg, Wenyu Zhang, Jules Samaran, Ramasamy Savitha, Chuan-Sheng Foo
An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift. IJCAI (2022)
Wenyu Zhang, Li Shen, Chuan-Sheng Foo
Co-Learning with Pre-Trained Networks Improves Source-Free Domain Adaptation. CoRR (2022)
Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo
Domain Generalization via Selective Consistency Regularization for Time Series Classification. ICPR (2022)
Mohamed Ragab, Zhenghua Chen, Wenyu Zhang, Emadeldeen Eldele, Min Wu, Chee Keong Kwoh, Xiaoli Li
Conditional Contrastive Domain Generalization for Fault Diagnosis. IEEE Trans. Instrum. Meas. 71 (2022)
Wenyu Zhang, Mohamed Ragab, Chuan-Sheng Foo
Domain Generalization via Selective Consistency Regularization for Time Series Classification. CoRR (2022)
Lin Zhang, Wenyu Zhang, Maxwell J. McNeil, Nachuan Chengwang, David S. Matteson, Petko Bogdanov
AURORA: A Unified fRamework fOR Anomaly detection on multivariate time series. Data Min. Knowl. Discov. 35 (5) (2021)
Wenyu Zhang, Mohamed Ragab, Ramón Sagarna
Robust Domain-Free Domain Generalization with Class-aware Alignment. CoRR (2021)
Wenyu Zhang, Mohamed Ragab, Ramón Sagarna
Robust Domain-Free Domain Generalization with Class-Aware Alignment. ICASSP (2021)
Wenyu Zhang
POLA: Online Time Series Prediction by Adaptive Learning Rates. CoRR (2021)
Skyler Seto, Martin T. Wells, Wenyu Zhang
HALO: Learning to Prune Neural Networks with Shrinkage. SDM (2021)
Wenyu Zhang
POLA: Online Time Series Prediction by Adaptive Learning Rates. ICASSP (2021)
Wenyu Zhang, Skyler Seto, Devesh K. Jha
CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context. CoRR (2020)
Lin Zhang, Alexander Gorovits, Wenyu Zhang, Petko Bogdanov
Learning Periods from Incomplete Multivariate Time Series. ICDM (2020)
Skyler Seto, Martin T. Wells, Wenyu Zhang
Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training. CoRR (2020)
Wenyu Zhang, Devesh K. Jha, Emil Laftchiev, Daniel Nikovski
Multi-label Prediction in Time Series Data using Deep Neural Networks. CoRR (2020)
Wenyu Zhang, Skyler Seto, Devesh K. Jha
CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context. IROS (2020)
Wenyu Zhang, Daniel E. Gilbert, David S. Matteson
ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source Separation. SDM (2019)
Zuozhu Liu, Wenyu Zhang, Tony Q. S. Quek, Shaowei Lin
Deep fusion of heterogeneous sensor data. ICASSP (2017)
Zuozhu Liu, Wenyu Zhang, Shaowei Lin, Tony Q. S. Quek
Heterogeneous Sensor Data Fusion By Deep Multimodal Encoding. IEEE J. Sel. Top. Signal Process. 11 (3) (2017)
Wenyu Zhang, Nicholas A. James, David S. Matteson
Pruning and Nonparametric Multiple Change Point Detection. ICDM Workshops (2017)
Skyler Seto, Wenyu Zhang, Yichen Zhou
Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition. SSCI (2015)
Skyler Seto, Wenyu Zhang, Yichen Zhou
Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition. CoRR (2015)
Pengfei Zhang, Xiaoping Ma, Wenyu Zhang, Shaowei Lin, Huiling Chen, Arthur Lee Yirun, Gaoxi Xiao
Multimodal fusion for sensor data using stacked autoencoders. ISSNIP (2015)
Wai Hong Ronald Chan, Pengfei Zhang, Wenyu Zhang, Ido Nevat, Alvin C. Valera, Hwee-Xian Tan, Natarajan Gautam
Adaptive duty cycling in sensor networks via Continuous Time Markov Chain modelling. ICC (2015)