Sungyoon Kim
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
information theory
(1)
offline reinforcement learning
(1)
conditional generation
(1)
loss landscape
(1)
convex relaxation
(1)
polynomial time
(1)
state space model
(1)
diffusion model
(1)
latent representation
(1)
stationary point
(1)
weight decay
(1)
convex duality
(1)
missing data
(1)
gradient method
(1)
global optimum
(1)
goal-conditioned planning
(1)
multi-view reinforcement learning
(1)
missing view
(1)
neural network
(1)
optimality gap
(1)
Papers
Exploring The Loss Landscape Of Regularized Neural Networks Via Convex Duality
ICLR 2025
Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time
ICML 2024
Stitching Sub-trajectories with Conditional Diffusion Model for Goal-Conditioned Offline RL
AAAI 2024
Information-Theoretic State Space Model for Multi-View Reinforcement Learning
ICML 2023