Wenzhuo Yang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 31

Top Topics

Intrusion Detection

Sparse Principal Component Analysis

Top Venues

IEEE Internet Things J.

Publications

Miao Hu, Wenzhuo Yang, Zhenxiao Luo, Xuezheng Liu, Yipeng Zhou, Xu Chen, Di Wu
AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning. IEEE Trans. Mob. Comput. 23 (1) (2024)
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. CoRR (2024)
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning. CoRR (2024)
Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi
PyRCA: A Library for Metric-based Root Cause Analysis. CoRR (2023)
Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
LogAI: A Library for Log Analytics and Intelligence. CoRR (2023)
Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam
Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles. SecTL@AsiaCCS (2023)
Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du
Understanding Security in Smart City Domains From the ANT-Centric Perspective. IEEE Internet Things J. 10 (13) (2023)
Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Ziyao Liu, Kwok-Yan Lam
A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security. CPSS@AsiaCCS (2023)
Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam
Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. CoRR (2023)
Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Savarese, Steven C. H. Hoi
AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges. CoRR (2023)
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
Merlion: End-to-End Machine Learning for Time Series. J. Mach. Learn. Res. 24 (2023)
Devansh Arpit, Matthew Fernandez, Chenghao Liu, Weiran Yao, Wenzhuo Yang, Paul Josel, Shelby Heinecke, Eric Hu, Huan Wang, Stephen Hoi, Caiming Xiong, Kun Zhang, Juan Carlos Niebles
Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data. CoRR (2023)
Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. NSS (2022)
Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi
OmniXAI: A Library for Explainable AI. CoRR (2022)
Wenzhuo Yang, Kun Zhang, Steven C. H. Hoi
Causality-Based Multivariate Time Series Anomaly Detection. CoRR (2022)
Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li
Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. IEEE Internet Things J. 9 (22) (2022)
Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR (2022)
Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi
MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation. CoRR (2022)
Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam
Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey. CoRR (2022)
Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, James Xi Zheng, Hui Wang, Song Guo
Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning. CoRR (2021)
Wenzhuo Yang, Jia Li, Chenxi Li, Latrice Barnett, Markus Anderle, Simo Arajärvi, Harshavardhan Utharavalli, Caiming Xiong, Steven C. H. Hoi
On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation. CIKM (2021)
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
Merlion: A Machine Learning Library for Time Series. CoRR (2021)
Wenzhuo Yang, Kwok-Yan Lam
Effective Anomaly Detection Model Training with only Unlabeled Data by Weakly Supervised Learning Techniques. ICICS (1) (2021)
Wenzhuo Yang, Melvyn Sim, Huan Xu
Goal scoring, coherent loss and applications to machine learning. Math. Program. 182 (1) (2020)
Kun Ouyang, Yuxuan Liang, Ye Liu, David S. Rosenblum, Wenzhuo Yang
Unsupervised Learning of Disentangled Location Embeddings. IJCNN (2020)
Wenzhuo Yang, Kwok-Yan Lam
Automated Cyber Threat Intelligence Reports Classification for Early Warning of Cyber Attacks in Next Generation SOC. ICICS (2019)
Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi
Using Blockchain to Control Access to Cloud Data. Inscrypt (2018)
Kun Ouyang, Reza Shokri, David S. Rosenblum, Wenzhuo Yang
A Non-Parametric Generative Model for Human Trajectories. IJCAI (2018)
Wenzhuo Yang, Huan Xu
Distributionally robust chance constraints for non-linear uncertainties. Math. Program. 155 (1-2) (2016)
Peizhi Shao, Jiuming Lu, Raymond K. Wong, Wenzhuo Yang
A Transparent Learning Approach for Attack Prediction Based on User Behavior Analysis. ICICS (2016)
Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua
Online Collaborative Learning for Open-Vocabulary Visual Classifiers. CVPR (2016)
Wenzhuo Yang, Huan Xu
Streaming Sparse Principal Component Analysis. ICML (2015)
Wenzhuo Yang, Huan Xu
A Divide and Conquer Framework for Distributed Graph Clustering. ICML (2015)
Wenzhuo Yang, Huan Xu
A Unified Framework for Outlier-Robust PCA-like Algorithms. ICML (2015)
Wenzhuo Yang, Melvyn Sim, Huan Xu
The Coherent Loss Function for Classification. ICML (2014)
Wenzhuo Yang, Huan Xu
A Unified Robust Regression Model for Lasso-like Algorithms. ICML (3) (2013)
Wei Hua, Wenzhuo Yang, Zilong Dong, Guofeng Zhang
Depth-Varying Human Video Sprite Synthesis. Trans. Edutainment 7 (2012)
Wenzhuo Yang, Guofeng Zhang, Hujun Bao, Jiwon Kim, Ho-Young Lee
Consistent depth maps recovery from a trinocular video sequence. CVPR (2012)