Seungjae Lee

Seismic response prediction of reinforced concrete frames using graph neural networks with physical interpretability

Donwoo Lee, Seungjae Lee, Koichi Kusunoki

Corrigendum to “Parameterized quantum circuit-enhanced graph neural networks for seismic damage prediction: Advantages under data-scarce and noisy conditions” [Computer-Aided Civil and Infrastructure Engineering 49 (2026) 100101]

Donwoo Lee, Seungjae Lee

Beyond Episodic Evaluation: Memory Architectural Bottlenecks in Sequential Embodied Question Answering

Zikui Cai, Kaushal Janga, Tan Dat Dao, Seungjae Lee, Shivin Dass, Mingyo Seo, et al.

Embodied question answering (EQA) is traditionally evaluated under an episodic formulation, where agents solve each task independently and reset internal state between episodes. However, real-world robots operate continuously and must accumulate, retain, and selectively reuse inf…Read more