Consistent depth maps recovery from a trinocular video sequence. - Wenzhuo Yang; Guofeng Zhang 001; Hujun Bao; Jiwon Kim; Ho-Young Lee (CVPR, 2012)

Depth-Varying Human Video Sprite Synthesis. - Wei Hua 002; Wenzhuo Yang; Zilong Dong; Guofeng Zhang 001 (Trans. Edutainment, 2012)

A Unified Robust Regression Model for Lasso-like Algorithms. - Wenzhuo Yang; Huan Xu 001 (ICML (3), 2013)

The Coherent Loss Function for Classification. - Wenzhuo Yang; Melvyn Sim; Huan Xu 001 (ICML, 2014)

A Unified Framework for Outlier-Robust PCA-like Algorithms. - Wenzhuo Yang; Huan Xu 001 (ICML, 2015)

Streaming Sparse Principal Component Analysis. - Wenzhuo Yang; Huan Xu 001 (ICML, 2015)

A Divide and Conquer Framework for Distributed Graph Clustering. - Wenzhuo Yang; Huan Xu 001 (ICML, 2015)

Online Collaborative Learning for Open-Vocabulary Visual Classifiers. - Hanwang Zhang; Xindi Shang; Wenzhuo Yang; Huan Xu 001; Huan-Bo Luan; Tat-Seng Chua (CVPR, 2016)

A Transparent Learning Approach for Attack Prediction Based on User Behavior Analysis. - Peizhi Shao; Jiuming Lu; Raymond K. Wong 001; Wenzhuo Yang (ICICS, 2016)

Distributionally robust chance constraints for non-linear uncertainties. - Wenzhuo Yang; Huan Xu 001 (Math. Program., 2016)

Using Blockchain to Control Access to Cloud Data. - Jiale Guo; Wenzhuo Yang; Kwok-Yan Lam; Xun Yi (Inscrypt, 2018)

A Non-Parametric Generative Model for Human Trajectories. - Kun Ouyang; Reza Shokri; David S. Rosenblum; Wenzhuo Yang (IJCAI, 2018)

Automated Cyber Threat Intelligence Reports Classification for Early Warning of Cyber Attacks in Next Generation SOC. - Wenzhuo Yang; Kwok-Yan Lam (ICICS, 2019)

Unsupervised Learning of Disentangled Location Embeddings. - Kun Ouyang; Yuxuan Liang; Ye Liu 002; David S. Rosenblum; Wenzhuo Yang (IJCNN, 2020)

Goal scoring, coherent loss and applications to machine learning. - Wenzhuo Yang; Melvyn Sim; Huan Xu 001 (Math. Program., 2020)

On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation. - Wenzhuo Yang; Jia Li 015; Chenxi Li; Latrice Barnett; Markus Anderle; Simo Arajärvi; Harshavardhan Utharavalli; Caiming Xiong; Steven C. H. Hoi (CIKM, 2021)

Effective Anomaly Detection Model Training with only Unlabeled Data by Weakly Supervised Learning Techniques. - Wenzhuo Yang; Kwok-Yan Lam (ICICS (1), 2021)

Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning. - Wenzhuo Yang; Yipeng Zhou; Miao Hu 001; Di Wu 001; James Xi Zheng; Hui Wang 011; Song Guo 001 (CoRR, 2021)

Merlion: A Machine Learning Library for Time Series. - Aadyot Bhatnagar; Paul Kassianik; Chenghao Liu; Tian Lan 006; Wenzhuo Yang; Rowan Cassius; Doyen Sahoo; Devansh Arpit; Sri Subramanian; Gerald Woo; Amrita Saha; Arun Kumar Jagota; et al. (CoRR, 2021)

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 (NSS, 2022)

Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey. - Jiani Fan; Wenzhuo Yang; Kwok-Yan Lam (CoRR, 2022)

Privacy-Preserving Aggregation in Federated Learning: A Survey. - Ziyao Liu; Jiale Guo; Wenzhuo Yang; Jiani Fan; Kwok-Yan Lam; Jun Zhao 007 (CoRR, 2022)

MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation. - Wenzhuo Yang; Jia Li 015; Caiming Xiong; Steven C. H. Hoi (CoRR, 2022)

OmniXAI: A Library for Explainable AI. - Wenzhuo Yang; Hung Le 003; Silvio Savarese; Steven C. H. Hoi (CoRR, 2022)

Causality-Based Multivariate Time Series Anomaly Detection. - Wenzhuo Yang; Kun Zhang 001; Steven C. H. Hoi (CoRR, 2022)

Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. - Wenzhuo Yang; Yipeng Zhou; Miao Hu 001; Di Wu 001; Xi Zheng 001; Jessie Hui Wang; Song Guo 001; Chao Li 067 (IEEE Internet Things J., 2022)

Machine learning techniques for advanced cyber attack detection - Wenzhuo Yang (2022)

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 (CPSS@AsiaCCS, 2023)

Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles. - Ziyao Liu; Jiale Guo; Mengmeng Yang 002; Wenzhuo Yang; Jiani Fan; Kwok-Yan Lam (SecTL@AsiaCCS, 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 014; Stephen C. H. Hoi; Caiming Xiong; Kun Zhang 001; et al. (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)

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)

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)

Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. - Jiyuan Shen; Wenzhuo Yang; Kwok-Yan Lam (CoRR, 2023)

Merlion: End-to-End Machine Learning for Time Series. - Aadyot Bhatnagar; Paul Kassianik; Chenghao Liu; Tian Lan 006; Wenzhuo Yang; Rowan Cassius; Doyen Sahoo; Devansh Arpit; Sri Subramanian; Gerald Woo; Amrita Saha; Arun Kumar Jagota; et al. (J. Mach. Learn. Res., 2023)

Understanding Security in Smart City Domains From the ANT-Centric Perspective. - Jiani Fan; Wenzhuo Yang; Ziyao Liu; Jiawen Kang 001; Dusit Niyato; Kwok-Yan Lam; Hongyang Du (IEEE Internet Things J., 2023)

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 (ICC, 2024)

LEO Satellite-Enabled Networks: A Privacy-Preserving Framework for Spectrum Pricing and Power Control Optimization. - Bowen Shen; Kwok-Yan Lam; Wenzhuo Yang; Ziyao Liu; Feng Li 008 (MSN, 2024)

AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning. - Miao Hu 001; Wenzhuo Yang; Zhenxiao Luo; Xuezheng Liu; Yipeng Zhou; Xu Chen 004; Di Wu 001 (IEEE Trans. Mob. Comput., 2024)

Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. - Jiani Fan; Lwin Khin Shar; Ruichen Zhang; Ziyao Liu; Wenzhuo Yang; Dusit Niyato; Bomin Mao; Kwok-Yan Lam (CoRR, 2025)

MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers. - Ziyang Luo; Zhiqi Shen; Wenzhuo Yang; Zirui Zhao; Prathyusha Jwalapuram; Amrita Saha; Doyen Sahoo; Silvio Savarese; Caiming Xiong; Junnan Li 001 (CoRR, 2025)