Seunggeun Kim

PhD student, Electrical and Computer Engineering, University of Texas at Austin

Joined

January 2024

Names

Seunggeun Kim (Preferred)

Emails

****@utexas.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Electrical and Computer Engineering , University of Texas at Austin (utexas.edu)

2023 – Present

Advisors, Relations & Conflicts

PhD Advisor

2023 – Present

Expertise

ML for EDA

,

Analog EDA

Present

Publications

Fine-Tuning Masked Diffusion for Provable Self-Correction
Jaeyeon Kim, Seunggeun Kim, Taekyun Lee, David Z. Pan, Hyeji Kim, Sham M. Kakade, Sitan Chen
- ICLR 2026 Workshop MM Intelligence Poster
- Readers: Everyone
Dual-Augmentation Graph Contrastive Pretraining for Transistor-level Integrated Circuits
Sungyoung Lee, Yao Lai, Ziyi Wang, Seunggeun Kim, Taekyun Lee, David Z. Pan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GAKD: Generative Adversarial Knowledge Distillation For Large Language Models
Yuan Pu, Shutong Lin, Xi Chen, Seunggeun Kim, Sungyoung Lee, Zhuolun He, David Z. Pan, Bei Yu
- Submitted to ICLR 2026
- Readers: Everyone
Fine-Tuning Masked Diffusion for Provable Self-Correction
Jaeyeon Kim, Seunggeun Kim, Taekyun Lee, David Z. Pan, Hyeji Kim, Sham M. Kakade, Sitan Chen
- Submitted to ICLR 2026
- Readers: Everyone
Self-Supervised Graph Contrastive Pretraining for Device-level Integrated Circuits
Sungyoung Lee, Ziyi Wang, Seunggeun Kim, Taekyun Lee, David Z. Pan
- CoRR 2025
- Readers: Everyone
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
- Readers: Everyone
LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation
Guojin Chen, Keren Zhu, Seunggeun Kim, Hanqing Zhu, Yao Lai, Bei Yu, David Z. Pan
- CoRR 2024
- Readers: Everyone

Co-Authors