Junkyu Lee

Publications

• The Consistency Hypothesis in Uncertainty Quantification for Large Language Models

  • • Quan Xiao
    • Debarun Bhattacharjya
    • et al.
  • 2025
  • UAI 2025

• Q-function Decomposition with Intervention Semantics for Factored Action Spaces

  • • Junkyu Lee
    • Tian Gao
    • et al.
  • 2025
  • AISTATS 2025

• Rationalization Models for Text-to-SQL

  • • Gaetano Rossiello
    • Nhan Pham
    • et al.
  • 2025
  • ICLR 2025

• Q-function Decomposition with Intervention Semantics for Factored Action Spaces

  • • Junkyu Lee
    • Tian Gao
    • et al.
  • 2025
  • AAAI 2025

• Abductive Reasoning in Logical Credal Networks

  • • Radu Marinescu
    • Junkyu Lee
    • et al.
  • 2024
  • NeurIPS 2024

• Consistency-based Black-box Uncertainty Quantification for Text-to-SQL

  • • Debarun Bhattacharjya
    • Balaji Ganesan
    • et al.
  • 2024
  • NeurIPS 2024

• A Framework for Agents Guiding Foundation Models through Knowledge and Reasoning

  • • Debarun Bhattacharjya
    • Junkyu Lee
    • et al.
  • 2024
  • IJCAI 2024

• Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning

  • • Michael Katz
    • Junkyu Lee
    • et al.
  • 2024
  • SoCS 2024

• A Human-in-the-loop API Sequencing Tool Powered by AI Planning

  • • Jung koo Kang
    • Tathagata Chakraborti
    • et al.
  • 2024
  • ICAPS 2024

• Large Language Models as Planning Domain Generators

  • • James Oswald
    • Kavitha Srinivas
    • et al.
  • 2024
  • ICAPS 2024