Sotabase

Career

· Professor, University of Illinois at Urbana-Champaign2015–
· Associate Professor, University of Illinois at Urbana-Champaign2007–2015
· Assistant Professor, University of Illinois at Urbana-Champaign2000–2007
· B.S., National Taiwan University
· Ph.D., Stanford University

Publications (186)

A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications
IEEE Transactions on Knowledge and Data Engineering · 2017
1,917
cited
Geom-GCN: Geometric Graph Convolutional Networks
International Conference on Learning Representations · 2020
1,364
cited
Towards Reasoning in Large Language Models: A Survey
Annual Meeting of the Association for Computational Linguistics · 2022
824
cited
Top-k Query Processing in Uncertain Databases
IEEE International Conference on Data Engineering · 2007
480
cited
TEDAS: A Twitter-based Event Detection and Analysis System
IEEE International Conference on Data Engineering · 2012
474
cited
Structured databases on the web: observations and implications
SGMD · 2004
415
cited
Learning Community Embedding with Community Detection and Node Embedding on Graphs
International Conference on Information and Knowledge Management · 2017
390
cited
Statistical schema matching across web query interfaces
ACM SIGMOD Conference · 2003
379
cited
Accessing the deep web
CACM · 2007
366
cited
Towards social user profiling: unified and discriminative influence model for inferring home locations
Knowledge Discovery and Data Mining · 2012
353
cited
Minimal probing: supporting expensive predicates for top-k queries
ACM SIGMOD Conference · 2002
330
cited
PEBL: positive example based learning for Web page classification using SVM
Knowledge Discovery and Data Mining · 2002
328
cited
RankSQL: query algebra and optimization for relational top-k queries
ACM SIGMOD Conference · 2005
325
cited
PEBL: Web page classification without negative examples
IEEE Transactions on Knowledge and Data Engineering · 2004
297
cited
Optimal multimodal fusion for multimedia data analysis
MULTIMEDIA '04 · 2004
268
cited
Are Large Pre-Trained Language Models Leaking Your Personal Information?
Conference on Empirical Methods in Natural Language Processing · 2022
261
cited
Toward Large Scale Integration: Building a MetaQuerier over Databases on the Web
Conference on Innovative Data Systems Research · 2005
256
cited
Understanding Web query interfaces: best-effort parsing with hidden syntax
ACM SIGMOD Conference · 2004
236
cited
EntityRank: Searching Entities Directly and Holistically
Very Large Data Bases Conference · 2007
209
cited
Topological Recurrent Neural Network for Diffusion Prediction
Industrial Conference on Data Mining · 2017
189
cited
Sotabase