Sotabase

Career

· Professor, University of Illinois at Urbana-Champaign2019–

Publications (154)

Manifold-ranking based image retrieval
MULTIMEDIA '04 · 2004
388
cited
Social Phishing
Encyclopedia of Social Network Analysis and Mining. 2nd Ed. · 2018
336
cited
Comparing Random Forest with Logistic Regression for Predicting Class-Imbalanced Civil War Onset Data
Political Analysis · 2016
232
cited
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
Knowledge Discovery and Data Mining · 2019
229
cited
InFoRM: Individual Fairness on Graph Mining
Knowledge Discovery and Data Mining · 2020
154
cited
Classification of Digital Photos Taken by Photographers or Home Users
Pacific Rim Conference on Multimedia · 2004
141
cited
Generalized Manifold-Ranking-Based Image Retrieval
IEEE Transactions on Image Processing · 2006
122
cited
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Neural Information Processing Systems · 2007
119
cited
Graph based multi-modality learning
ACM Multimedia · 2005
109
cited
A Graphbased Framework for Multi-Task Multi-View Learning
International Conference on Machine Learning · 2011
95
cited
Multi-view transfer learning with a large margin approach
Knowledge Discovery and Data Mining · 2011
79
cited
Diversified ranking on large graphs: an optimization viewpoint
Knowledge Discovery and Data Mining · 2011
73
cited
HiDDen: Hierarchical Dense Subgraph Detection with Application to Financial Fraud Detection
SDM · 2017
71
cited
SPARC: Self-Paced Network Representation for Few-Shot Rare Category Characterization
Knowledge Discovery and Data Mining · 2018
68
cited
A Local Algorithm for Structure-Preserving Graph Cut
Knowledge Discovery and Data Mining · 2017
64
cited
EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits
International Conference on Learning Representations · 2021
56
cited
Learning No-Reference Quality Metric by Examples
11th International Multimedia Modelling Conference · 2005
54
cited
Misc-GAN: A Multi-scale Generative Model for Graphs
Frontiers in Big Data · 2019
51
cited
Domain Adaptive Multi-Modality Neural Attention Network for Financial Forecasting
The Web Conference · 2020
50
cited
Graph-Based Semi-Supervised Learning as a Generative Model
International Joint Conference on Artificial Intelligence · 2007
49
cited
Sotabase
Jingrui He | Researcher Profile | Sotabase | Sotabase