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2020 – today
- 2024
[j7]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): 194-208 (2024)- [c18]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. ICC 2024: 2034-2039 - [i14]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 abs/2401.11968 (2024) - [i13]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 abs/2403.20136 (2024) - 2023
- [j6]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): 11199-11223 (2023) - [j5]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: 226:1-226:6 (2023) - [c17]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: 14-23 - [c16]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: 1:1-1:13 - [i12]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:
Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data. CoRR abs/2301.10859 (2023) - [i11]Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi:
LogAI: A Library for Log Analytics and Intelligence. CoRR abs/2301.13415 (2023) - [i10]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 abs/2304.04661 (2023) - [i9]Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi:
PyRCA: A Library for Metric-based Root Cause Analysis. CoRR abs/2306.11417 (2023) - [i8]Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam:
Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. CoRR abs/2310.10541 (2023) - 2022
- [b1]Wenzhuo Yang:
Machine learning techniques for advanced cyber attack detection. Nanyang Technological University, Singapore, 2022 - [j4]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): 22147-22157 (2022) - [c15]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: 283-304 - [i7]Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam:
Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey. CoRR abs/2202.05023 (2022) - [i6]Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao:
Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR abs/2203.17005 (2022) - [i5]Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi:
MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation. CoRR abs/2205.15540 (2022) - [i4]Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi:
OmniXAI: A Library for Explainable AI. CoRR abs/2206.01612 (2022) - [i3]Wenzhuo Yang, Kun Zhang, Steven C. H. Hoi:
Causality-Based Multivariate Time Series Anomaly Detection. CoRR abs/2206.15033 (2022) - 2021
- [c14]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: 4302-4311 - [c13]Wenzhuo Yang, Kwok-Yan Lam:
Effective Anomaly Detection Model Training with only Unlabeled Data by Weakly Supervised Learning Techniques. ICICS (1) 2021: 402-425 - [i2]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 abs/2102.00404 (2021) - [i1]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 abs/2109.09265 (2021) - 2020
- [j3]Wenzhuo Yang, Melvyn Sim, Huan Xu:
Goal scoring, coherent loss and applications to machine learning. Math. Program. 182(1): 103-140 (2020) - [c12]Kun Ouyang, Yuxuan Liang, Ye Liu, David S. Rosenblum, Wenzhuo Yang:
Unsupervised Learning of Disentangled Location Embeddings. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [c11]Wenzhuo Yang, Kwok-Yan Lam:
Automated Cyber Threat Intelligence Reports Classification for Early Warning of Cyber Attacks in Next Generation SOC. ICICS 2019: 145-164 - 2018
- [c10]Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi:
Using Blockchain to Control Access to Cloud Data. Inscrypt 2018: 274-288 - [c9]Kun Ouyang, Reza Shokri, David S. Rosenblum, Wenzhuo Yang:
A Non-Parametric Generative Model for Human Trajectories. IJCAI 2018: 3812-3817 - 2016
- [j2]Wenzhuo Yang, Huan Xu:
Distributionally robust chance constraints for non-linear uncertainties. Math. Program. 155(1-2): 231-265 (2016) - [c8]Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua:
Online Collaborative Learning for Open-Vocabulary Visual Classifiers. CVPR 2016: 2809-2817 - [c7]Peizhi Shao, Jiuming Lu, Raymond K. Wong, Wenzhuo Yang:
A Transparent Learning Approach for Attack Prediction Based on User Behavior Analysis. ICICS 2016: 159-172 - 2015
- [c6]Wenzhuo Yang, Huan Xu:
A Unified Framework for Outlier-Robust PCA-like Algorithms. ICML 2015: 484-493 - [c5]Wenzhuo Yang, Huan Xu:
Streaming Sparse Principal Component Analysis. ICML 2015: 494-503 - [c4]Wenzhuo Yang, Huan Xu:
A Divide and Conquer Framework for Distributed Graph Clustering. ICML 2015: 504-513 - 2014
- [c3]Wenzhuo Yang, Melvyn Sim, Huan Xu:
The Coherent Loss Function for Classification. ICML 2014: 37-45 - 2013
- [c2]Wenzhuo Yang, Huan Xu:
A Unified Robust Regression Model for Lasso-like Algorithms. ICML (3) 2013: 585-593 - 2012
- [j1]Wei Hua, Wenzhuo Yang, Zilong Dong, Guofeng Zhang:
Depth-Varying Human Video Sprite Synthesis. Trans. Edutainment 7: 34-47 (2012) - [c1]Wenzhuo Yang, Guofeng Zhang, Hujun Bao, Jiwon Kim, Ho-Young Lee:
Consistent depth maps recovery from a trinocular video sequence. CVPR 2012: 1466-1473
Coauthor Index
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