Juno Kim

8 papers · 2018–2025 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (8) 🌉 Interdisciplinary Bridge 👑 Triple Crown

Conferences

ICLR (4) ICML (2) NIPS (1) OSDI (1)

Top co-authors

Taiji Suzuki (6) Mahesh Balakrishnan (1) Denny Wu (1) Soham Sankaran (1) Arthur Gretton (1) Zhu Li (1) Joshua Lockerman (1) Jose M. Faleiro (1) Daniel J. Abadi (1) Siddhartha Sen (1)

Keywords

representation learning (1) attention mechanism (1) in-context learning (1) nonparametric regression (1) network partition (1) minimax optimal (1) throughput scaling (1) distributed system (1) consistency guarantee (1) shared log (1) partial order (1) partition tolerance (1) linear scalability (1)

Papers

Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression ICLR 2025

Transformers Provably Solve Parity Efficiently with Chain of Thought ICLR 2025

Metastable Dynamics of Chain-of-Thought Reasoning: Provable Benefits of Search, RL and Distillation ICML 2025

Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape ICML 2024

Transformers are Minimax Optimal Nonparametric In-Context Learners NIPS 2024

Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems ICLR 2024

$t^3$-Variational Autoencoder: Learning Heavy-tailed Data with Student's t and Power Divergence ICLR 2024

The FuzzyLog: A Partially Ordered Shared Log OSDI 2018