2 papers
cs.AI2026
OntoAct: Hypothesis-Based Neuro-Symbolic Agents through Ontological Abstraction
Donghyeok Lee, Bong Gyun Kang, Junyong Ahn +1
Learning from experience requires recovering reusable knowledge and determining when it applies to a new situation. We introduce OntoAct, a hypothesis-based neuro-symbolic framewor…
cs.LG2024
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
Bong Gyun Kang, Dongjun Lee, HyunGi Kim +2
Sequence modeling faces challenges in capturing long-range dependencies across diverse tasks. Recent linear and transformer-based forecasters have shown superior performance in tim…