Wenzhuo Yang

According to our database, Wenzhuo Yang authored at least 38 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning.

Miao Hu, Wenzhuo Yang, Zhenxiao Luo, Xuezheng Liu, Yipeng Zhou, Xu Chen, Di Wu

IEEE Trans. Mob. Comput., January, 2024

Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-Based Federated Learning.

Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam

Proceedings of the IEEE International Conference on Communications, 2024

2023

Understanding Security in Smart City Domains From the ANT-Centric Perspective.

Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du

IEEE Internet Things J., July, 2023

Merlion: End-to-End Machine Learning for Time Series.

Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang

J. Mach. Learn. Res., 2023

Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories.

Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam

CoRR, 2023

PyRCA: A Library for Metric-based Root Cause Analysis.

Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi

CoRR, 2023

AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges.

Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Savarese, Steven C. H. Hoi

CoRR, 2023

LogAI: A Library for Log Analytics and Intelligence.

Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi

CoRR, 2023

Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data.

Devansh Arpit, Matthew Fernandez, Chenghao Liu, Weiran Yao, Wenzhuo Yang, Paul Josel, Shelby Heinecke, Eric Hu, Huan Wang, Stephen C. H. Hoi, Caiming Xiong, Kun Zhang, Juan Carlos Niebles

CoRR, 2023

Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles.

Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam

Proceedings of the 2023 Secure and Trustworthy Deep Learning Systems Workshop, 2023

A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security.

Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Ziyao Liu, Kwok-Yan Lam

Proceedings of the 9th ACM Cyber-Physical System Security Workshop, 2023

2022

Machine learning techniques for advanced cyber attack detection

Wenzhuo Yang

PhD thesis, 2022

Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning.

Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li

IEEE Internet Things J., 2022

Causality-Based Multivariate Time Series Anomaly Detection.

Wenzhuo Yang, Kun Zhang, Steven C. H. Hoi

CoRR, 2022

OmniXAI: A Library for Explainable AI.

Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi

CoRR, 2022

MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation.

Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi

CoRR, 2022

Privacy-Preserving Aggregation in Federated Learning: A Survey.

Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao

CoRR, 2022

Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey.

Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam

CoRR, 2022

Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks.

Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam

Proceedings of the Network and System Security - 16th International Conference, 2022

2021

Merlion: A Machine Learning Library for Time Series.

Aadyot Bhatnagar, Paul Kassianik, Chenghao Liu, Tian Lan, Wenzhuo Yang, Rowan Cassius, Doyen Sahoo, Devansh Arpit, Sri Subramanian, Gerald Woo, Amrita Saha, Arun Kumar Jagota, Gokulakrishnan Gopalakrishnan, Manpreet Singh, K. C. Krithika, Sukumar Maddineni, Dae-ki Cho, Bo Zong, Yingbo Zhou, Caiming Xiong, Silvio Savarese, Steven C. H. Hoi, Huan Wang

CoRR, 2021

Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning.

Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, James Xi Zheng, Hui Wang, Song Guo

CoRR, 2021

Effective Anomaly Detection Model Training with only Unlabeled Data by Weakly Supervised Learning Techniques.

Wenzhuo Yang, Kwok-Yan Lam

Proceedings of the Information and Communications Security - 23rd International Conference, 2021

On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation.

Wenzhuo Yang, Jia Li, Chenxi Li, Latrice Barnett, Markus Anderle, Simo Arajärvi, Harshavardhan Utharavalli, Caiming Xiong, Steven C. H. Hoi

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Goal scoring, coherent loss and applications to machine learning.

Wenzhuo Yang, Melvyn Sim, Huan Xu

Math. Program., 2020

Unsupervised Learning of Disentangled Location Embeddings.

Kun Ouyang, Yuxuan Liang, Ye Liu, David S. Rosenblum, Wenzhuo Yang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Automated Cyber Threat Intelligence Reports Classification for Early Warning of Cyber Attacks in Next Generation SOC.

Wenzhuo Yang, Kwok-Yan Lam

Proceedings of the Information and Communications Security - 21st International Conference, 2019

2018

A Non-Parametric Generative Model for Human Trajectories.

Kun Ouyang, Reza Shokri, David S. Rosenblum, Wenzhuo Yang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Using Blockchain to Control Access to Cloud Data.

Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi

Proceedings of the Information Security and Cryptology - 14th International Conference, 2018

2016

Distributionally robust chance constraints for non-linear uncertainties.

Wenzhuo Yang, Huan Xu

Math. Program., 2016

A Transparent Learning Approach for Attack Prediction Based on User Behavior Analysis.

Peizhi Shao, Jiuming Lu, Raymond K. Wong, Wenzhuo Yang

Proceedings of the Information and Communications Security - 18th International Conference, 2016

Online Collaborative Learning for Open-Vocabulary Visual Classifiers.

Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

A Divide and Conquer Framework for Distributed Graph Clustering.

Wenzhuo Yang, Huan Xu

Proceedings of the 32nd International Conference on Machine Learning, 2015

Streaming Sparse Principal Component Analysis.

Wenzhuo Yang, Huan Xu

Proceedings of the 32nd International Conference on Machine Learning, 2015

A Unified Framework for Outlier-Robust PCA-like Algorithms.

Wenzhuo Yang, Huan Xu

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

The Coherent Loss Function for Classification.

Wenzhuo Yang, Melvyn Sim, Huan Xu

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

A Unified Robust Regression Model for Lasso-like Algorithms.

Wenzhuo Yang, Huan Xu

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Depth-Varying Human Video Sprite Synthesis.

Wei Hua, Wenzhuo Yang, Zilong Dong, Guofeng Zhang

Trans. Edutainment, 2012

Consistent depth maps recovery from a trinocular video sequence.

Wenzhuo Yang, Guofeng Zhang, Hujun Bao, Jiwon Kim, Ho-Young Lee

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012