Continuous-Time Dynamic Network Embeddings

Giang Nguyen, John Boaz Lee, Ryan A. Rossi, +3

Graph Representation LearningEngineeringNetwork AnalysisGraph ProcessingRepresentation Learning +15

Attention Models in Graphs

John Boaz Lee, Ryan A. Rossi, Sungchul Kim, +2

ACM Transactions on Knowledge Discovery from Data

Graph Representation LearningEngineeringGraph-structured DataNetwork AnalysisMining Methods +16

Higher-order Network Representation Learning

Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh

Geometric LearningGraph Representation LearningMachine LearningEngineeringNetwork Analysis +16

Graph Convolutional Networks with Motif-based Attention

John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, +3

Geometric LearningSystems BiologyGraph Convolutional NetworksGraph TheoryMachine Learning +11

Dynamic Network Embeddings: From Random Walks to Temporal Random Walks

Giang Nguyen, John Boaz Lee, Ryan A. Rossi, +3

Graph Representation LearningEngineeringNetwork AnalysisGraph ProcessingNetwork Dynamic +19

combinFormation

Andruid Kerne, Eunyee Koh, Steven M. Smith, +2

ACM Transactions on Information Systems

Text SurrogatesCognitive ScienceInformation RetrievalLearning SciencesCreativity +11

Attention Models in Graphs: A Survey

John Boaz Lee, Ryan A. Rossi, Sungchul Kim, +2

arXiv (Cornell University)

EngineeringGraph-structured DataNetwork AnalysisGraph Signal ProcessingGraph Mining +16

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Shunan Guo, Fan Du, Sana Malik, +5

EngineeringMachine LearningInteractive Data ExplorationInteractive VisualizationData Science +16

DeepCompare: Visual and Interactive Comparison of Deep Learning Model Performance

Sugeerth Murugesan, Sana Malik, Fan Du, +2

IEEE Computer Graphics and Applications

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningDeep Learning Models +17

combinFormation

Andruid Kerne, Eunyee Koh, Blake Dworaczyk, +8

Interactive VisualizationText SurrogatesInformation RetrievalStudents Used CombinformationVisual Reasoning +4