Yizhou Yan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Nearest Neighbor

Outlier Detection

Detecting Outliers

Top Venues

Proc. VLDB Endow.

WWW (Companion Volume)

Publications

Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden
Outlier Summarization via Human Interpretable Rules. Proc. VLDB Endow. 17 (7) (2024)
Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden
Interpretable Outlier Summarization. CoRR (2023)
Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner
AutoOD: Automatic Outlier Detection. Proc. ACM Manag. Data 1 (1) (2023)
Yizhou Yan, Xinyu Tang, Chao Huang, Ming Tang
Price of Stability in Quality-Aware Federated Learning. CoRR (2023)
Yizhou Yan, Xinyu Tang, Chao Huang, Ming Tang
Price of Stability in Quality-Aware Federated Learning. GLOBECOM (2023)
Dennis M. Hofmann, Peter VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. Proc. VLDB Endow. 15 (12) (2022)
Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee. Proc. VLDB Endow. 14 (12) (2021)
Yizhou Yan, Fujio Toriumi, Toshiharu Sugawara
Influence of Retweeting on the Behaviors of Social Networking Service Users. COMPLEX NETWORKS (1) (2020)
Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner
Continuously Adaptive Similarity Search. SIGMOD Conference (2020)
Yu Liu, Zhenzhao Sun, Yizhou Yan, Jing Li
ScholarSeq: A Benchmark Dataset for Calculating Sequences of Impact Measures at Individual Level. CSAE (2019)
Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy
Efficient Discovery of Sequence Outlier Patterns. Proc. VLDB Endow. 12 (8) (2019)
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
Smile: A System to Support Machine Learning on EEG Data at Scale. Proc. VLDB Endow. 12 (12) (2019)
Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner
SWIFT: Mining Representative Patterns from Large Event Streams. Proc. VLDB Endow. 12 (3) (2018)
Yizhou Yan, Lei Cao, Caitlin Kuhlman, Elke A. Rundensteiner
Distributed Local Outlier Detection in Big Data. KDD (2017)
Caitlin Kuhlman, Yizhou Yan, Lei Cao, Elke A. Rundensteiner
Pivot-Based Distributed K-Nearest Neighbor Mining. ECML/PKDD (2) (2017)
Lei Cao, Yizhou Yan, Caitlin Kuhlman, Qingyang Wang, Elke A. Rundensteiner, Mohamed Y. Eltabakh
Multi-Tactic Distance-Based Outlier Detection. ICDE (2017)
Yizhou Yan, Lei Cao, Elke A. Rundensteiner
Distributed Top-N local outlier detection in big data. IEEE BigData (2017)
Yizhou Yan, Lei Cao, Elke A. Rundensteiner
Scalable Top-n Local Outlier Detection. KDD (2017)
Yizhou Yan, Wenjun Wu
Analysis of Energy Consumption of Deduplication in Storage Systems. CyberC (2015)
Yu Liu, Zhen Huang, Yizhou Yan, Yufeng Chen
Science Navigation Map: an Interactive Data Mining Tool for Literature Analysis. WWW (Companion Volume) (2015)
Yu Liu, Zhen Huang, Jing Fang, Yizhou Yan
An article level metric in the context of research community. WWW (Companion Volume) (2014)
Fei Zhang, Yizhou Yan, Wenjun Wu, Liang Luo
A Heuristics Approach for Reducing Power Consumption of Cloud Data Center. GreenCom/iThings/CPScom (2013)
Liang Luo, Wenjun Wu, Dichen Di, Fei Zhang, Yizhou Yan, Yaokuan Mao
A resource scheduling algorithm of cloud computing based on energy efficient optimization methods. IGCC (2012)