Junhyung Lyle Kim
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
proximal point algorithm
(2)
stochastic optimization
(1)
stochastic gradient descent
(1)
temporal difference learning
(1)
variational inequality
(1)
principal component analysis
(1)
convergence analysis
(1)
stability analysis
(1)
error propagation
(1)
surrogate loss
(1)
eigenvector estimation
(1)
linear convergence
(1)
convergence guarantee
(1)
adaptive step size
(1)
momentum method
(1)
min-max optimization
(1)
power iteration
(1)
iterative algorithm
(1)
matrix inversion
(1)
quantum linear system
(1)
Papers
A Catalyst Framework for the Quantum Linear System Problem via the Proximal Point Algorithm
AAAI 2026
Solving hidden monotone variational inequalities with surrogate losses
ICLR 2025
Adaptive Federated Learning with Auto-Tuned Clients
ICLR 2024
On the Error-Propagation of Inexact Hotelling’s Deflation for Principal Component Analysis
ICML 2024
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum
L4DC 2022