Yizhou Yan

Most-cited papers

Distributed Local Outlier Detection in Big Data
Yizhou Yan, Lei Cao, Caitlin Kulhman, Elke A. Rundensteiner
2017Knowledge Discovery and Data Mining47 citations
Semantic Scholar
Scalable Top-n Local Outlier Detection
Yizhou Yan, Lei Cao, Elke A. Rundensteiner
2017Knowledge Discovery and Data Mining38 citations
Semantic Scholar
SWIFT: Mining Representative Patterns from Large Event Streams
Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
2018Proceedings of the VLDB Endowment23 citations Open access
Semantic Scholar
Multi-Tactic Distance-Based Outlier Detection
Lei Cao, Yizhou Yan, C. Kuhlman, Qingyang Wang +2 more
2017IEEE International Conference on Data Engineering20 citations
Semantic Scholar
Understanding how retweets influence the behaviors of social networking service users via agent-based simulation
Yizhou Yan, F. Toriumi, T. Sugawara
2021Computational Social Networks17 citations Open access
Semantic Scholar
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee
Lei Cao, D. Xiao, Yizhou Yan, S. Madden +1 more
2021Proceedings of the VLDB Endowment17 citations Open access
Semantic Scholar
Continuously Adaptive Similarity Search
Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden +1 more
2020SIGMOD Conference17 citations Open access
Semantic Scholar
Smile: A System to Support Machine Learning on EEG Data at Scale
Lei Cao, Wenbo Tao, Sungtae An, Jing Jin +10 more
2019Proceedings of the VLDB Endowment16 citations Open access
Semantic Scholar
Efficient Discovery of Sequence Outlier Patterns
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner +1 more
2019Proceedings of the VLDB Endowment16 citations Open access
Semantic Scholar
Distributed Top-N local outlier detection in big data
Yizhou Yan, Lei Cao, Elke A. Rundensteiner
20172017 IEEE International Conference on Big Data (Big Data)16 citations
Semantic Scholar
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System
Dennis M. Hofmann, Peter M. VanNostrand, Huayi Zhang, Yizhou Yan +3 more
2022Proceedings of the VLDB Endowment12 citations
Semantic Scholar
Outlier Summarization via Human Interpretable Rules
Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao +4 more
2024Proceedings of the VLDB Endowment9 citations
Semantic Scholar
Science Navigation Map: an Interactive Data Mining Tool for Literature Analysis
Yu Liu, Zhen Huang, Yizhou Yan, Yufeng Chen
2015The Web Conference9 citations
Semantic Scholar
Influence of Retweeting on the Behaviors of Social Networking Service Users
Yizhou Yan, F. Toriumi, T. Sugawara
2020International Workshop on Complex Networks & Their Applications5 citations
Semantic Scholar
Pivot-Based Distributed K-Nearest Neighbor Mining
C. Kuhlman, Yizhou Yan, Lei Cao, Elke A. Rundensteiner
2017ECML/PKDD4 citations
Semantic Scholar
Not All Documents Are What You Need for Extracting Instruction Tuning Data
Chi Zhang, Hua-Ping Zhong, Hong-Tao Li, Cheng-Liang Chai +10 more
2025arXiv.org3 citations
Semantic Scholar
An article level metric in the context of research community
Yu Liu, Zhen Huang, Jing Fang, Yizhou Yan
2014The Web Conference3 citations
Semantic Scholar
Outlier Detection from Image Data
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
20182 citations
Semantic Scholar
Unknown-Aware Deep Neural Network
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
20191 citations
Semantic Scholar
DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
Guangming Qin, Yuhao Deng, Yu-Kun Zhao, Zhen-Yang Li +7 more
2026Annual Meeting of the Association for Computational Linguistics0 citations Open access
Semantic Scholar
Interpretable Outlier Summarization
Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden
2023arXiv.org0 citations Open access
Semantic Scholar
ScholarSeq: A Benchmark Dataset for Calculating Sequences of Impact Measures at Individual Level
Yu Liu, Zhenzhao Sun, Yizhou Yan, Jing Li
2019International Conference on Computer Science and Application Engineering0 citations
Semantic Scholar
Context-Aware Object Detection With Convolutional Neural Networks
Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
20190 citations
Semantic Scholar
A Hierarchical Community Detection Method in Complex Networks
Zhewen Shi, Yu Liu, Yizhou Yan, Xiaowei Zhao
20130 citations
Semantic Scholar