Yizhou Yan

According to our database, Yizhou Yan authored at least 23 papers between 2012 and 2024.

Collaborative distances:

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

2024

Incentivizing Efficient Label Denoising in Federated Learning.

Yizhou Yan, Xinyu Tang, Chao Huang, Ming Tang

IEEE Internet Things J., December, 2024

Outlier Summarization via Human Interpretable Rules.

Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden

Proc. VLDB Endow., March, 2024

2023

AutoOD: Automatic Outlier Detection.

Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner

Proc. ACM Manag. Data, 2023

Interpretable Outlier Summarization.

Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden

CoRR, 2023

Price of Stability in Quality-Aware Federated Learning.

Yizhou Yan, Xinyu Tang, Chao Huang, Ming Tang

Proceedings of the IEEE Global Communications Conference, 2023

2022

A Demonstration of AutoOD: A Self-tuning Anomaly Detection System.

Dennis M. Hofmann, Peter M. VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner

Proc. VLDB Endow., 2022

2021

ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee.

Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li

Proc. VLDB Endow., 2021

2020

Continuously Adaptive Similarity Search.

Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner

Proceedings of the 2020 International Conference on Management of Data, 2020

Influence of Retweeting on the Behaviors of Social Networking Service Users.

Yizhou Yan, Fujio Toriumi, Toshiharu Sugawara

Proceedings of the Complex Networks & Their Applications IX, 2020

2019

Efficient Discovery of Sequence Outlier Patterns.

Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy

Proc. VLDB Endow., 2019

Smile: A System to Support Machine Learning on EEG Data at Scale.

Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker

Proc. VLDB Endow., 2019

ScholarSeq: A Benchmark Dataset for Calculating Sequences of Impact Measures at Individual Level.

Yu Liu, Zhenzhao Sun, Yizhou Yan, Jing Li

Proceedings of the 3rd International Conference on Computer Science and Application Engineering, 2019

2018

SWIFT: Mining Representative Patterns from Large Event Streams.

Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner

Proc. VLDB Endow., 2018

2017

Pivot-Based Distributed K-Nearest Neighbor Mining.

Caitlin Kuhlman, Yizhou Yan, Lei Cao, Elke A. Rundensteiner

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Scalable Top-n Local Outlier Detection.

Yizhou Yan, Lei Cao, Elke A. Rundensteiner

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Distributed Local Outlier Detection in Big Data.

Yizhou Yan, Lei Cao, Caitlin Kuhlman, Elke A. Rundensteiner

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Multi-Tactic Distance-Based Outlier Detection.

Lei Cao, Yizhou Yan, Caitlin Kuhlman, Qingyang Wang, Elke A. Rundensteiner, Mohamed Y. Eltabakh

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Distributed Top-N local outlier detection in big data.

Yizhou Yan, Lei Cao, Elke A. Rundensteiner

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015

Science Navigation Map: an Interactive Data Mining Tool for Literature Analysis.

Yu Liu, Zhen Huang, Yizhou Yan, Yufeng Chen

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Analysis of Energy Consumption of Deduplication in Storage Systems.

Yizhou Yan, Wenjun Wu

Proceedings of the 2015 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2015

2014

An article level metric in the context of research community.

Yu Liu, Zhen Huang, Jing Fang, Yizhou Yan

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

A Heuristics Approach for Reducing Power Consumption of Cloud Data Center.

Fei Zhang, Yizhou Yan, Wenjun Wu, Liang Luo

Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012

A resource scheduling algorithm of cloud computing based on energy efficient optimization methods.

Liang Luo, Wenjun Wu, Dichen Di, Fei Zhang, Yizhou Yan, Yaokuan Mao

Proceedings of the 2012 International Green Computing Conference, 2012