Sotabase

Career

· Professor, UCLA2024–
· Amazon Scholar, Amazon2021–
· Associate Professor, UCLA2018–2024
· Assistant Professor, UCLA2016–2018
· Assistant Professor, Northeastern University2013–2016

Publications (101)

PathSim
Proceedings of the VLDB Endowment · 2011
1,564
cited
Personalized entity recommendation: a heterogeneous information network approach
Web Search and Data Mining · 2014
754
cited
GPT-GNN: Generative Pre-Training of Graph Neural Networks
Knowledge Discovery and Data Mining · 2020
646
cited
Mining heterogeneous information networks: a structural analysis approach
SKDD · 2013
625
cited
Mining Heterogeneous Information Networks: Principles and Methodologies
Mining Heterogeneous Information Networks: Principles and Methodologies · 2012
550
cited
Ranking-based clustering of heterogeneous information networks with star network schema
Knowledge Discovery and Data Mining · 2009
549
cited
Co-author Relationship Prediction in Heterogeneous Bibliographic Networks
International Conference on Advances in Social Networks Analysis and Mining · 2011
463
cited
RankClus: integrating clustering with ranking for heterogeneous information network analysis
International Conference on Extending Database Technology · 2009
432
cited
LCARS: a location-content-aware recommender system
Knowledge Discovery and Data Mining · 2013
370
cited
On community outliers and their efficient detection in information networks
Knowledge Discovery and Data Mining · 2010
281
cited
When will it happen?: relationship prediction in heterogeneous information networks
Web Search and Data Mining · 2012
266
cited
Heterogeneous Network Representation Learning: A Unified Framework With Survey and Benchmark
IEEE Transactions on Knowledge and Data Engineering · 2020
262
cited
Graph Regularized Transductive Classification on Heterogeneous Information Networks
ECML/PKDD · 2010
258
cited
Integrating meta-path selection with user-guided object clustering in heterogeneous information networks
Knowledge Discovery and Data Mining · 2012
226
cited
P-Rank: a comprehensive structural similarity measure over information networks
International Conference on Information and Knowledge Management · 2009
225
cited
Recommendation in heterogeneous information networks with implicit user feedback
ACM Conference on Recommender Systems · 2013
204
cited
PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks
TKDD · 2013
184
cited
Fast computation of SimRank for static and dynamic information networks
International Conference on Extending Database Technology · 2010
180
cited
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
Proceedings of the VLDB Endowment · 2012
166
cited
Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory
Computer Vision and Pattern Recognition · 2022
146
cited
Sotabase