Concepedia

Fangda Gu

FG

5

Publications

131

Citations

5

H-Index

2018

Active since

Affiliations

University of California, Berkeley(Current)

Tsinghua University

Fangda Gu is an author at University of California, Berkeley specializing in deep learning, engineering, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningData ScienceRobot LearningGraph TheoryNetwork ScienceGraph ProcessingDeep Neural Networks

Publications per year

2018–2022

5

Publications

5

Implicit Graph Neural Networks

Fangda Gu, Heng Chang, Wenwu Zhu et al. · arXiv (Cornell University) · 2020 · 45 citations · Full text

Structured Prediction, Geometric Learning, Graph Neural Networks +14

Implicit Deep Learning

Laurent El Ghaoui, Fangda Gu, Bertrand Travacca et al. · SIAM Journal on Mathematics of Data Science · 2021 · 30 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems

Fangda Gu, He Yin, Laurent El Ghaoui et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 23 citations · Full text

Engineering, Machine Learning, Partially Observed Systems +17

Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training

Fangda Gu, Armin Askari, Laurent El Ghaoui · arXiv (Cornell University) · 2018 · 19 citations · Full text

Mathematical Programming, Artificial Intelligence, Convolutional Neural Network +18

Implicit Graph Neural Networks

Fangda Gu, Heng Chang, Wenwu Zhu et al. · arXiv (Cornell University) · 2020 · 14 citations · Full text

Structured Prediction, Geometric Learning, Graph Neural Networks +13

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