Junkyu Lee

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 28

Top Topics

Probabilistic Inference

Influence Diagrams

Expected Utility

Conformant Planning

Top Venues

Publications

James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Large Language Models as Planning Domain Generators. CoRR (2024)
James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Large Language Models as Planning Domain Generators (Student Abstract). AAAI (2024)
Brandon Rozek, Junkyu Lee, Harsha Kokel, Michael Katz, Shirin Sohrabi
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). AAAI (2024)
James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi
Large Language Models as Planning Domain Generators. ICAPS (2024)
Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. SOCS (2024)
Michael Katz, Junkyu Lee, Shirin Sohrabi
Unifying and Certifying Top-Quality Planning. ICAPS (2024)
Fábio Gagliardi Cozman, Radu Marinescu, Junkyu Lee, Alexander G. Gray, Ryan Riegel, Debarun Bhattacharjya
Markov conditions and factorization in logical credal networks. Int. J. Approx. Reason. 172 (2024)
Michael Katz, Junkyu Lee, Shirin Sohrabi
Unifying and Certifying Top-Quality Planning. CoRR (2024)
Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. CoRR (2024)
Debarun Bhattacharjya, Junkyu Lee, Don Joven Agravante, Balaji Ganesan, Radu Marinescu
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning. CoRR (2024)
Michael Katz, Junkyu Lee
K∗ and Partial Order Reduction for Top-Quality Planning. SOCS (2023)
Harsha Kokel, Junkyu Lee, Michael Katz, Kavitha Srinivas, Shirin Sohrabi
Action Space Reduction for Planning Domains. IJCAI (2023)
Junkyu Lee, Michael Katz, Shirin Sohrabi
On K* Search for Top-K Planning. SOCS (2023)
Michael Katz, Junkyu Lee
K∗ Search over Orbit Space for Top-k Planning. IJCAI (2023)
Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Fabio Cozman, Alexander G. Gray
Credal Marginal MAP. NeurIPS (2023)
Michael Katz, Junkyu Lee, Shirin Sohrabi
Generating SAS+ Planning Tasks of Specified Causal Structure. SOCS (2023)
Junkyu Lee, Radu Marinescu, Rina Dechter
Submodel Decomposition Bounds for Influence Diagrams. AAAI (2021)
Radu Marinescu, Junkyu Lee, Rina Dechter
A New Bounding Scheme for Influence Diagrams. AAAI (2021)
Junkyu Lee
Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract). AAAI (2020)
Junkyu Lee, Radu Marinescu, Rina Dechter
Heuristic AND/OR Search for Solving Influence Diagram. SOCS (2020)
Junkyu Lee, Radu Marinescu, Alexander T. Ihler, Rina Dechter
A Weighted Mini-Bucket Bound for Solving Influence Diagram. UAI (2019)
Junkyu Lee
Probabilistic Planning With Influence Diagrams. AAAI (2018)
Junkyu Lee, Alexander T. Ihler, Rina Dechter
Generalized Dual Decomposition for Bounding Maximum Expected Utility of Influence Diagrams with Perfect Recall. AAAI Workshops (2018)
Radu Marinescu, Junkyu Lee, Rina Dechter, Alexander T. Ihler
AND/OR Search for Marginal MAP. J. Artif. Intell. Res. 63 (2018)
Junkyu Lee, Alexander T. Ihler, Rina Dechter
Join Graph Decomposition Bounds for Influence Diagrams. UAI (2018)
Radu Marinescu, Junkyu Lee, Alexander T. Ihler, Rina Dechter
Anytime Best+Depth-First Search for Bounding Marginal MAP. AAAI (2017)
Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander T. Ihler
From Exact to Anytime Solutions for Marginal MAP. AAAI (2016)
Junkyu Lee, Radu Marinescu, Rina Dechter
Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results. ISAIM (2016)
Junkyu Lee, Radu Marinescu, Rina Dechter
Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results. AAAI Workshop: Statistical Relational Artificial Intelligence (2014)
Kwanghoon Kim, Junkyu Lee, Yusung Lee, Joonhyuk Kang, Hyuncheol Park
High speed transmission for a coaxial cable based in-home network. IEEE Trans. Consumer Electron. 52 (2) (2006)
Jaehwan Kim, Junkyu Lee, Joonhyuk Kang
A Novel Spectrum Sharing Scheme Using Relay Station with Intelligent Reception. KES (3) (2006)