Juno Kim
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Academic Marathon Β· Sprint
πΊοΈ
Taxonomy Completionist
(17)
π
Triple Crown
Venues
Top co-authors
Research topics
Keywords
nonparametric regression
(2)
in-context learning
(2)
attention mechanism
(1)
convergence analysis
(1)
transformer
(1)
neural network optimization
(1)
nash equilibrium
(1)
gradient-based algorithm
(1)
distributed system
(1)
network partition
(1)
minimax optimal
(1)
latent representation
(1)
deep neural network
(1)
variational autoencoder
(1)
instrumental variable regression
(1)
minimax optimization
(1)
markov game
(1)
throughput scaling
(1)
representation learning
(1)
causal inference
(1)
Papers
Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation
ICML 2025
Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression
ICLR 2025
Transformers Provably Solve Parity Efficiently with Chain of Thought
ICLR 2025
t^3-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence
ICLR 2024
Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems
ICLR 2024
Transformers are Minimax Optimal Nonparametric In-Context Learners
NeurIPS 2024
Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape
ICML 2024
The FuzzyLog: A Partially Ordered Shared Log
OSDI 2018