Wenzhuo Yang - RankMe

45 papers A* 7A 1B 2C 2Misc 1Journal 25Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. IEEE Internet Things J. Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2026	J	`jnl`	Improving Methodologies for LLM Evaluations Across Global Languages. CoRR Akriti Vij, Benjamin Chua, Darshini Ramiah, En Qi Ng, Mahran Morsidi, Naga Nikshith Gangarapu, Sharmini Johnson, Vanessa Wilfred, Vikneswaran Kumaran, Wan Sie Lee, Wenzhuo Yang, Yongsen Zheng, Bill Black, Boming Xia, Frank Sun, Hao Zhang, Qinghua Lu, Suyu Ma, Yue Liu, Chi-kiu Lo, Fatemeh Azadi, Isar Nejadgholi, Sowmya Vajjala, Agnès Delaborde, Nicolas Rolin, Tom Seimandi, Akiko Murakami, Haruto Ishi, Satoshi Sekine, Takayuki Semitsu, Tasuku Sasaki, Angela Kinuthia, Jean Wangari, Michael Michie, Stephanie Kasaon, Hankyul Baek, Jaewon Noh, Kihyuk Nam, Sang Seo, Sungpil Shin, Taewhi Lee, Yongsu Kim, Daisy Newbold-Harrop, Jessica Wang, Mahmoud Ghanem, Vy Hong
2025	J	`jnl`	Deep Learning Approaches for Anti-Money Laundering on Mobile Transactions: Review, Framework, and Directions. CoRR Jiani Fan, Lwin Khin Shar, Ruichen Zhang, Ziyao Liu, Wenzhuo Yang, Dusit Niyato, Bomin Mao, Kwok-Yan Lam
2025	J	`jnl`	MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers. CoRR Ziyang Luo, Zhiqi Shen, Wenzhuo Yang, Zirui Zhao, Prathyusha Jwalapuram, Amrita Saha, Doyen Sahoo, Silvio Savarese, Caiming Xiong, Junnan Li
2024	J	`jnl`	AutoFL: A Bayesian Game Approach for Autonomous Client Participation in Federated Edge Learning. IEEE Trans. Mob. Comput. Miao Hu, Wenzhuo Yang, Zhenxiao Luo, Xuezheng Liu, Yipeng Zhou, Xu Chen, Di Wu
2024	J	`jnl`	Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. CoRR Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2024	—	`conf`	Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-Based Federated Learning. ICC Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
2024	J	`jnl`	Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning. CoRR Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
2024	—	`conf`	LEO Satellite-Enabled Networks: A Privacy-Preserving Framework for Spectrum Pricing and Power Control Optimization. MSN Bowen Shen, Kwok-Yan Lam, Wenzhuo Yang, Ziyao Liu, Feng Li
2023	—	`conf`	A Practical Intrusion Detection System Trained on Ambiguously Labeled Data for Enhancing IIoT Security. CPSS@AsiaCCS Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Ziyao Liu, Kwok-Yan Lam
2023	J	`jnl`	AI for IT Operations (AIOps) on Cloud Platforms: Reviews, Opportunities and Challenges. CoRR Qian Cheng, Doyen Sahoo, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Gerald Woo, Manpreet Singh, Silvio Savarese, Steven C. H. Hoi
2023	J	`jnl`	Efficient Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories. CoRR Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam
2023	J	`jnl`	LogAI: A Library for Log Analytics and Intelligence. CoRR Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven C. H. Hoi
2023	J	`jnl`	Merlion: End-to-End Machine Learning for Time Series. J. Mach. Learn. Res. 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
2023	—	`conf`	Privacy-Enhanced Knowledge Transfer with Collaborative Split Learning over Teacher Ensembles. SecTL@AsiaCCS Ziyao Liu, Jiale Guo, Mengmeng Yang, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam
2023	J	`jnl`	PyRCA: A Library for Metric-based Root Cause Analysis. CoRR Chenghao Liu, Wenzhuo Yang, Himanshu Mittal, Manpreet Singh, Doyen Sahoo, Steven C. H. Hoi
2023	J	`jnl`	Salesforce CausalAI Library: A Fast and Scalable Framework for Causal Analysis of Time Series and Tabular Data. CoRR 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
2023	J	`jnl`	Understanding Security in Smart City Domains From the ANT-Centric Perspective. IEEE Internet Things J. Jiani Fan, Wenzhuo Yang, Ziyao Liu, Jiawen Kang, Dusit Niyato, Kwok-Yan Lam, Hongyang Du
2022	J	`jnl`	Causality-Based Multivariate Time Series Anomaly Detection. CoRR Wenzhuo Yang, Kun Zhang, Steven C. H. Hoi
2022	J	`jnl`	Cybersecurity Challenges Of IoT-enabled Smart Cities: A Survey. CoRR Jiani Fan, Wenzhuo Yang, Kwok-Yan Lam
2022	B	`conf`	Differentiated Security Architecture for Secure and Efficient Infotainment Data Communication in IoV Networks. NSS Jiani Fan, Lwin Khin Shar, Jiale Guo, Wenzhuo Yang, Dusit Niyato, Kwok-Yan Lam
2022	J	`jnl`	Gain Without Pain: Offsetting DP-Injected Noises Stealthily in Cross-Device Federated Learning. IEEE Internet Things J. Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, Xi Zheng, Jessie Hui Wang, Song Guo, Chao Li
2022	J	`jnl`	MACE: An Efficient Model-Agnostic Framework for Counterfactual Explanation. CoRR Wenzhuo Yang, Jia Li, Caiming Xiong, Steven C. H. Hoi
2022	—	`—`	Machine learning techniques for advanced cyber attack detection Wenzhuo Yang
2022	J	`jnl`	OmniXAI: A Library for Explainable AI. CoRR Wenzhuo Yang, Hung Le, Silvio Savarese, Steven C. H. Hoi
2022	J	`jnl`	Privacy-Preserving Aggregation in Federated Learning: A Survey. CoRR Ziyao Liu, Jiale Guo, Wenzhuo Yang, Jiani Fan, Kwok-Yan Lam, Jun Zhao
2021	—	`conf`	Effective Anomaly Detection Model Training with only Unlabeled Data by Weakly Supervised Learning Techniques. ICICS (1) Wenzhuo Yang, Kwok-Yan Lam
2021	J	`jnl`	Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning. CoRR Wenzhuo Yang, Yipeng Zhou, Miao Hu, Di Wu, James Xi Zheng, Hui Wang, Song Guo
2021	J	`jnl`	Merlion: A Machine Learning Library for Time Series. CoRR 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
2021	A	`conf`	On the Diversity and Explainability of Recommender Systems: A Practical Framework for Enterprise App Recommendation. CIKM Wenzhuo Yang, Jia Li, Chenxi Li, Latrice Barnett, Markus Anderle, Simo Arajärvi, Harshavardhan Utharavalli, Caiming Xiong, Steven C. H. Hoi
2020	J	`jnl`	Goal scoring, coherent loss and applications to machine learning. Math. Program. Wenzhuo Yang, Melvyn Sim, Huan Xu
2020	B	`conf`	Unsupervised Learning of Disentangled Location Embeddings. IJCNN Kun Ouyang, Yuxuan Liang, Ye Liu, David S. Rosenblum, Wenzhuo Yang
2019	C	`conf`	Automated Cyber Threat Intelligence Reports Classification for Early Warning of Cyber Attacks in Next Generation SOC. ICICS Wenzhuo Yang, Kwok-Yan Lam
2018	A*	`conf`	A Non-Parametric Generative Model for Human Trajectories. IJCAI Kun Ouyang, Reza Shokri, David S. Rosenblum, Wenzhuo Yang
2018	Misc	`conf`	Using Blockchain to Control Access to Cloud Data. Inscrypt Jiale Guo, Wenzhuo Yang, Kwok-Yan Lam, Xun Yi
2016	C	`conf`	A Transparent Learning Approach for Attack Prediction Based on User Behavior Analysis. ICICS Peizhi Shao, Jiuming Lu, Raymond K. Wong, Wenzhuo Yang
2016	J	`jnl`	Distributionally robust chance constraints for non-linear uncertainties. Math. Program. Wenzhuo Yang, Huan Xu
2016	A*	`conf`	Online Collaborative Learning for Open-Vocabulary Visual Classifiers. CVPR Hanwang Zhang, Xindi Shang, Wenzhuo Yang, Huan Xu, Huan-Bo Luan, Tat-Seng Chua
2015	A*	`conf`	A Divide and Conquer Framework for Distributed Graph Clustering. ICML Wenzhuo Yang, Huan Xu
2015	A*	`conf`	A Unified Framework for Outlier-Robust PCA-like Algorithms. ICML Wenzhuo Yang, Huan Xu
2015	A*	`conf`	Streaming Sparse Principal Component Analysis. ICML Wenzhuo Yang, Huan Xu
2014	A*	`conf`	The Coherent Loss Function for Classification. ICML Wenzhuo Yang, Melvyn Sim, Huan Xu
2013	—	`conf`	A Unified Robust Regression Model for Lasso-like Algorithms. ICML (3) Wenzhuo Yang, Huan Xu
2012	A*	`conf`	Consistent depth maps recovery from a trinocular video sequence. CVPR Wenzhuo Yang, Guofeng Zhang, Hujun Bao, Jiwon Kim, Ho-Young Lee
2012	J	`jnl`	Depth-Varying Human Video Sprite Synthesis. Trans. Edutainment Wei Hua, Wenzhuo Yang, Zilong Dong, Guofeng Zhang