Junkyu Lee
16 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(6)
🧭
Keyword Pioneer
🏆
Keyword Champion
(2)
🔥
Unstoppable
(7)
🚀
Conference Pioneer
💎
Century Club
(16)
❓
The Questioner
🗃️
Keyword Collector
(69)
Conferences
AAAI (6)
EMNLP (2)
IJCAI (2)
NIPS (2)
UAI (2)
AISTATS (1)
WACV (1)
Top co-authors
Keywords
influence diagram
(4)
graphical model
(4)
maximum expected utility
(4)
bayesian network
(3)
marginal map
(2)
sample complexity
(2)
ai planning
(2)
classical planning
(2)
expected utility
(2)
planning domain
(2)
approximate inference
(2)
credal network
(2)
video analysis
(1)
hierarchical reinforcement learning
(1)
uncertainty quantification
(1)
probabilistic inference
(1)
variational inference
(1)
sequential decision making
(1)
marginal inference
(1)
plan generation
(1)
Papers
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
EMNLP 2025
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
UAI 2025
FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models
EMNLP 2025
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
AISTATS 2025
Abductive Reasoning in Logical Credal Networks
NIPS 2024
Large Language Models as Planning Domain Generators (Student Abstract)
AAAI 2024
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract)
AAAI 2024
ROMA: Run-Time Object Detection To Maximize Real-Time Accuracy
WACV 2023
K∗ Search over Orbit Space for Top-k Planning
IJCAI 2023
Action Space Reduction for Planning Domains
IJCAI 2023
Credal Marginal MAP
NIPS 2023
How to Reduce Action Space for Planning Domains? (Student Abstract)
AAAI 2022
A New Bounding Scheme for Influence Diagrams
AAAI 2021
Submodel Decomposition Bounds for Influence Diagrams
AAAI 2021
Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract)
AAAI 2020
A Weighted Mini-Bucket Bound for Solving Influence Diagram
UAI 2019