Fangda Gu
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌈
Renaissance Researcher
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
neural network training
(1)
convex optimization
(1)
policy gradient
(1)
implicit differentiation
(1)
block-coordinate descent
(1)
recurrent neural network
(1)
long-range dependency
(1)
implicit model
(1)
integral quadratic constraint
(1)
stability guarantee
(1)
biconvex optimization
(1)
controller synthesis
(1)
lagrange multiplier
(1)
control synthesis
(1)
fixed-point equilibrium
(1)
graph neural network
(1)
neural network
(1)
partially observed system
(1)
control system
(1)
lifted network
(1)
Papers
Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations
ICML 2024
Recurrent Neural Network Controllers Synthesis with Stability Guarantees for Partially Observed Systems
AAAI 2022
Implicit Graph Neural Networks
NIPS 2020
Fenchel Lifted Networks: A Lagrange Relaxation of Neural Network Training
AISTATS 2020