Sotabase

Career

· Professor, University of California, Santa Barbara (Current)2016–
· Assistant Associate Professor, University of California, Santa Barbara2008–2016
· Research Staff Member, IBM2006–2008
· PhD., Computer Science, University of Illinois Urbana-Champaign2001–2006
· Master's degree, Computer Science, Stony Brook University1999–2001
· Master's degree, Computer Science, East China Institute of Computing Tech1997–1999
· BE, Computer Engineering, Zhejiang University1993–1997

Publications (278)

gSpan: graph-based substructure pattern mining
IEEE International Conference on Data Mining. Proceedings · 2002
2,479
cited
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
Neural Information Processing Systems · 2019
1,801
cited
PathSim
Proceedings of the VLDB Endowment · 2011
1,564
cited
Frequent pattern mining: current status and future directions
Data mining and knowledge discovery · 2007
1,528
cited
CloSpan: Mining Closed Sequential Patterns in Large Datasets
SDM · 2003
1,049
cited
CloseGraph: mining closed frequent graph patterns
Knowledge Discovery and Data Mining · 2003
735
cited
Graph indexing: a frequent structure-based approach
ACM SIGMOD Conference · 2004
727
cited
Mining Frequent Patterns in Data Streams at Multiple Time Granularities
2002
610
cited
SOBER: statistical model-based bug localization
ESEC/FSE-13 · 2005
435
cited
Discriminative Frequent Pattern Analysis for Effective Classification
IEEE International Conference on Data Engineering · 2007
393
cited
Mining coherent dense subgraphs across massive biological networks for functional discovery
Intelligent Systems in Molecular Biology · 2005
379
cited
Substructure similarity search in graph databases
ACM SIGMOD Conference · 2005
364
cited
Mining significant graph patterns by leap search
SIGMOD Conference · 2008
352
cited
Workload characterization and prediction in the cloud: A multiple time series approach
2012 IEEE Network Operations and Management Symposium · 2012
325
cited
Statistical Debugging: A Hypothesis Testing-Based Approach
IEEE Transactions on Software Engineering · 2006
316
cited
Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases
The Web Conference · 2020
274
cited
IncSpan: incremental mining of sequential patterns in large database
Knowledge Discovery and Data Mining · 2004
259
cited
TSP: Mining top-k closed sequential patterns
Third IEEE International Conference on Data Mining · 2003
251
cited
Evaluation of individual and ensemble probabilistic forecasts of COVID-19 mortality in the United States
Proceedings of the National Academy of Sciences of the United States of America · 2022
250
cited
Synthesizing Near-Optimal Malware Specifications from Suspicious Behaviors
IEEE Symposium on Security and Privacy · 2010
243
cited
Sotabase
Xifeng Yan | Researcher Profile | Sotabase | Sotabase