Jinho Choo
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types
(2)
Optimization
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Keywords
traveling salesman problem
(2)
neural network
(2)
neural combinatorial optimization
(2)
combinatorial optimization
(2)
bayesian inference
(1)
heuristic search
(1)
class imbalance
(1)
active search
(1)
generative model
(1)
deep neural network
(1)
variational autoencoder
(1)
beam search
(1)
discriminative model
(1)
variational baye
(1)
vehicle routing
(1)
multilingual language model
(1)
language confusion
(1)
matrix encoding network
(1)
asymmetric traveling salesman
(1)
flexible flow shop
(1)
Papers
TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models
ACL 2026
Simulation-guided Beam Search for Neural Combinatorial Optimization
NeurIPS 2022
Matrix encoding networks for neural combinatorial optimization
NeurIPS 2021
VaB-AL: Incorporating Class Imbalance and Difficulty With Variational Bayes for Active Learning
CVPR 2021
POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
NeurIPS 2020