We will present four papers at IJCAI-24 (1 Demo, 3 Workshop papers).
Congratulations to all the authors! Please check our publication page to see the papers.
Web application
- O2ARC 3.0: A Platform for Solving and Creating ARC Tasks
- Suyeon Shim, Dohyun Ko, Hosung Lee, Seokki Lee, Doyoon Song, Sanha Hwang, Sejin Kim, and Sundong Kim
- In IJCAI (Demo track), 2024
Symbolic learning
- Abductive Symbolic Solver on Abstraction and Reasoning Corpus
- Mintaek Lim, Seokki Lee, Liyew Woletemaryam Abitew, and Sundong Kim
- In IJCAI Workshop on Logical Foundations of Neuro-Symbolic AI, 2024
Reinforcement learning
- Enhancing Analogical Reasoning in the Abstraction and Reasoning Corpus via Model-Based RL
- Jihwan Lee, Woochang Sim, Sejin Kim, and Sundong Kim
- In IJCAI Workshop on the Interactions between Analogical Reasoning and Machine Learning, 2024
Large language model
- Regulation Using Large Language Models to Generate Synthetic Data for Evaluating Analogical Ability
- Donghyeon Shin, Seungpil Lee, Klea Lena Kovacec, and Sundong Kim
- In IJCAI Workshop on Analogical Abstraction in Cognition, Perception, and Language, 2024