Jinho Choo
5 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (17)
π§
Keyword Pioneer
π
Trend Setter
Conferences
NIPS (3)
ACL (1)
CVPR (1)
Top co-authors
Keywords
neural network
(2)
neural combinatorial optimization
(2)
traveling salesman problem
(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)
variational auto encoder
(1)
matrix encoding network
(1)
asymmetric traveling salesman
(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
NIPS 2022
Matrix encoding networks for neural combinatorial optimization
NIPS 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
NIPS 2020