Stefanie Jegelka - Concepedia

Author

Stefanie Jegelka

Also Known As

Gupta, Sharut, Jegelka, Stefanie, Jegelka, Stefanie S., Jegelka, Stephanie, Lim, Derek, Lin, Ya-Wei Eileen, Maron, Haggai, S. Jegelka, Stefanie Jegelka

227

Publications

5.6K

Citations

H-Index

114

Concepts

All Affiliations

Massachusetts Institute of Technology University of California, Berkeley University of Washington Moscow Institute of Thermal Technology ETH Zurich

About

Stefanie Jegelka is an author at Massachusetts Institute of Technology specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	30	62	4.5K
2	Business	2	2	1.1K
3	Language Studies	2	2	164
4	Arts	1	1	15
5	Education	1	1	176

Stefanie Jegelka

Publications

5.2K

Citations

H-Index

Page 1

	Year	Citations
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu, Chengtao Li, Yonglong Tian, arXiv (Cornell University) Graph Representation LearningMachine LearningEngineeringNetwork AnalysisGraph Processing	2018	726
How Powerful are Graph Neural Networks? Keyulu Xu, Weihua Hu, Jure Leskovec, arXiv (Cornell University) Geometric LearningGraph Neural NetworksNetwork ScienceGraph TheoryData Science	2018	386
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu, Chengtao Li, Yonglong Tian, International Conference on Machine Learning Graph Representation LearningMachine LearningEngineeringNetwork AnalysisGraph Processing	2018	374
Deep Metric Learning via Facility Location Hyun Oh Song, Stefanie Jegelka, Vivek Rathod, Image Similarity MetricsStructured PredictionGeometric LearningDeep Metric LearningEngineering	2017	302
Graph neural networks Gabriele Corso, H. Stärk, Stefanie Jegelka, Nature Reviews Methods Primers Graph Neural NetworksEngineeringGraph TheoryComputer ScienceGraph Analysis	2024	248
Virtual screening of inorganic materials synthesis parameters with deep learning Edward Kim, Kevin Huang, Stefanie Jegelka, npj Computational Materials	2017	194
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang, Stefanie Jegelka arXiv (Cornell University) Large-scale Global OptimizationEntropy SearchEngineeringMachine LearningPredictive Entropy Search	2017	181
Submodularity beyond submodular energies: Coupling edges in graph cuts Stefanie Jegelka, Jeff Bilmes EngineeringNetwork AnalysisEducationGraph ProcessingImage Analysis	2011	176
Deep Metric Learning via Lifted Structured Feature Embedding Hyun Oh Song, Xiang Yu, Stefanie Jegelka, Few-shot LearningGeometric LearningDeep Metric LearningEngineeringMachine Learning	2016	144
Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks Edward Kim, Zach Jensen, Alexander van Grootel, Journal of Chemical Information and Modeling Artificial IntelligenceStructured PredictionEngineeringMachine LearningLarge Language Model	2020	142

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