Minji Lee
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI
(1)
Methods
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Processing
(1)
Keywords
protein language model
(2)
reinforcement learning
(1)
image restoration
(1)
pose estimation
(1)
video super-resolution
(1)
efficient computing
(1)
markov decision process
(1)
bilevel optimization
(1)
latent space
(1)
differentiable optimization
(1)
feature visualization
(1)
sparse autoencoder
(1)
residual stream
(1)
gradient-based solver
(1)
reference-based super-resolution
(1)
encoder decoder
(1)
contact feature
(1)
uncertain pose
(1)
subcellular localization
(1)
fitness optimization
(1)
Papers
From Mechanistic Interpretability to Mechanistic Biology: Training, Evaluating, and Interpreting Sparse Autoencoders on Protein Language Models
ICML 2025
Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space
ICML 2024
Efficient Reference-Based Video Super-Resolution (ERVSR): Single Reference Image Is All You Need
WACV 2023
Uncertain Pose Estimation during Contact Tasks using Differentiable Contact Features
RSS 2023