LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation. - Guojin Chen; Keren Zhu 001; Seunggeun Kim; Hanqing Zhu; Yao Lai; Bei Yu 001; David Z. Pan (CoRR, 2024)

M3: Mamba-assisted Multi-Circuit Optimization via MBRL with Effective Scheduling. - Youngmin Oh; Jinje Park; Seunggeun Kim; Taejin Paik; David Z. Pan; Bosun Hwang (CoRR, 2024)

Self-Supervised Graph Contrastive Pretraining for Device-level Integrated Circuits. - Sungyoung Lee 004; Ziyi Wang 010; Seunggeun Kim; Taekyun Lee; David Z. Pan (CoRR, 2025)

UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings. - Jiajun Qin; Yuan Pu 001; Zhuolun He; Seunggeun Kim; David Z. Pan; Bei Yu 001 (CoRR, 2025)