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ORCIDJunkyu Lee 0001
Person information
- affiliation: IBM Research AI, USA
- affiliation (former): University of California, Irvine, CA, USA
Other persons with the same name
- Junkyu Lee 0002
![[0000-0003-1310-3263]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-1310-3263")
— Sogang University, Seoul, Korea - Junkyu Lee 0003 — Korea University, Seoul, Korea
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2020 – today
- 2024
[j3]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: 109237 (2024)- [c25]James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi:
Large Language Models as Planning Domain Generators (Student Abstract). AAAI 2024: 23604-23605 - [c24]Brandon Rozek, Junkyu Lee, Harsha Kokel, Michael Katz, Shirin Sohrabi:
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract). AAAI 2024: 23635-23636 - [c23]Michael Katz, Junkyu Lee, Shirin Sohrabi:
Unifying and Certifying Top-Quality Planning. ICAPS 2024: 319-323 - [c22]James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi:
Large Language Models as Planning Domain Generators. ICAPS 2024: 423-431 - [c21]Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi:
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. SOCS 2024: 213-217 - [i5]Debarun Bhattacharjya, Junkyu Lee, Don Joven Agravante, Balaji Ganesan, Radu Marinescu:
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning. CoRR abs/2402.01602 (2024) - [i4]Michael Katz, Junkyu Lee, Shirin Sohrabi:
Unifying and Certifying Top-Quality Planning. CoRR abs/2403.03176 (2024) - [i3]Michael Katz, Junkyu Lee, Jungkoo Kang, Shirin Sohrabi:
Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning. CoRR abs/2404.01503 (2024) - [i2]James T. Oswald, Kavitha Srinivas, Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi:
Large Language Models as Planning Domain Generators. CoRR abs/2405.06650 (2024) - 2023
- [c20]Michael Katz, Junkyu Lee:
K∗ Search over Orbit Space for Top-k Planning. IJCAI 2023: 5368-5376 - [c19]Harsha Kokel, Junkyu Lee, Michael Katz, Kavitha Srinivas, Shirin Sohrabi:
Action Space Reduction for Planning Domains. IJCAI 2023: 5394-5401 - [c18]Radu Marinescu, Debarun Bhattacharjya, Junkyu Lee, Fábio Gagliardi Cozman, Alexander G. Gray:
Credal Marginal MAP. NeurIPS 2023 - [c17]Michael Katz, Junkyu Lee, Shirin Sohrabi:
Generating SAS+ Planning Tasks of Specified Causal Structure. SOCS 2023: 29-37 - [c16]Junkyu Lee, Michael Katz, Shirin Sohrabi:
On K* Search for Top-K Planning. SOCS 2023: 38-46 - [c15]Michael Katz, Junkyu Lee:
K∗ and Partial Order Reduction for Top-Quality Planning. SOCS 2023: 143-147 - 2022
- [c14]Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas:
How to Reduce Action Space for Planning Domains? (Student Abstract). AAAI 2022: 12989-12990 - [i1]Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro:
AI Planning Annotation for Sample Efficient Reinforcement Learning. CoRR abs/2203.00669 (2022) - 2021
- [c13]Junkyu Lee, Radu Marinescu, Rina Dechter:
Submodel Decomposition Bounds for Influence Diagrams. AAAI 2021: 12147-12157 - [c12]Radu Marinescu, Junkyu Lee, Rina Dechter:
A New Bounding Scheme for Influence Diagrams. AAAI 2021: 12158-12165 - 2020
- [b1]Junkyu Lee:
Decomposition Bounds for Influence Diagrams. University of California, Irvine, USA, 2020 - [c11]Junkyu Lee:
Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract). AAAI 2020: 13851-13852 - [c10]Junkyu Lee, Radu Marinescu, Rina Dechter:
Heuristic AND/OR Search for Solving Influence Diagram. SOCS 2020: 127-128
2010 – 2019
- 2019
- [c9]Junkyu Lee, Radu Marinescu, Alexander Ihler, Rina Dechter:
A Weighted Mini-Bucket Bound for Solving Influence Diagram. UAI 2019: 1159-1168 - 2018
- [j2]Radu Marinescu, Junkyu Lee, Rina Dechter, Alexander Ihler:
AND/OR Search for Marginal MAP. J. Artif. Intell. Res. 63: 875-921 (2018) - [c8]Junkyu Lee, Alexander Ihler, Rina Dechter:
Generalized Dual Decomposition for Bounding Maximum Expected Utility of Influence Diagrams with Perfect Recall. AAAI Workshops 2018: 674-681 - [c7]Junkyu Lee:
Probabilistic Planning With Influence Diagrams. AAAI 2018: 8018-8019 - [c6]Junkyu Lee, Alexander Ihler, Rina Dechter:
Join Graph Decomposition Bounds for Influence Diagrams. UAI 2018: 1053-1062 - 2017
- [c5]Radu Marinescu, Junkyu Lee, Alexander Ihler, Rina Dechter:
Anytime Best+Depth-First Search for Bounding Marginal MAP. AAAI 2017: 3775-3782 - 2016
- [c4]Junkyu Lee, Radu Marinescu, Rina Dechter, Alexander Ihler:
From Exact to Anytime Solutions for Marginal MAP. AAAI 2016: 3255-3262 - [c3]Junkyu Lee, Radu Marinescu, Rina Dechter:
Applying Search Based Probabilistic Inference Algorithms to Probabilistic Conformant Planning: Preliminary Results. ISAIM 2016 - 2014
- [c2]Junkyu Lee, Radu Marinescu, Rina Dechter:
Applying Marginal MAP Search to Probabilistic Conformant Planning: Initial Results. StarAI@AAAI 2014
2000 – 2009
- 2006
- [j1]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): 430-435 (2006) - [c1]Jaehwan Kim, Junkyu Lee, Joonhyuk Kang:
A Novel Spectrum Sharing Scheme Using Relay Station with Intelligent Reception. KES (3) 2006: 465-472
Coauthor Index
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