Jinho Lee
8 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Topic Evolution
Venues
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Application Areas
(5)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Keywords
knowledge distillation
(4)
model compression
(3)
adversarial robustness
(2)
model quantization
(2)
reinforcement learning
(1)
zero-shot learning
(1)
neural network compression
(1)
edge computing
(1)
explainable ai
(1)
sharpe ratio
(1)
neural architecture search
(1)
adversarial training
(1)
data-free learning
(1)
neural network optimization
(1)
generative model
(1)
synthetic data generation
(1)
vision transformer
(1)
cooperative learning
(1)
image classification
(1)
deep reinforcement learning
(1)
Papers
REMEDIS: A Clinical AI Framework for Retinal Disease Diagnosis with Explainable Fundus Image Analysis
AAAI 2026
MimiQ: Low-Bit Data-Free Quantization of Vision Transformers with Encouraging Inter-Head Attention Similarity
AAAI 2025
DataFreeShield: Defending Adversarial Attacks without Training Data
ICML 2024
PeerAiD: Improving Adversarial Distillation from a Specialized Peer Tutor
CVPR 2024
It's All in the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
CVPR 2022
AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression
IJCAI 2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples
NeurIPS 2021
MAPS: Multi-Agent reinforcement learning-based Portfolio management System.
IJCAI 2020