Junhyung Lyle Kim

5 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12)

Conferences

ICLR (2) AAAI (1) ICML (1) L4DC (1)

Top co-authors

Anastasios Kyrillidis (4) Taha Toghani (1) Panos Toulis (1) Ioannis Mitliagkas (1) Fangshuo Liao (1) Zichu Liu (1) Cesar A Uribe (1) Gauthier Gidel (1) Cruz Barnum (1) Nai-Hui Chia (1)

Keywords

proximal point algorithm (2) convergence analysis (1) stability analysis (1) linear convergence (1) momentum method (1) iterative algorithm (1) matrix inversion (1) stochastic optimization (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