Publications

For full list: Google Scholar

2026

1. IEEE IPC Oral

   Solver-Native Adjoint Attribution for Trimming Inverse-Designed Photonic Layouts

   Junho Park^*, Taehan Kim^*, and Di Liang^†

   * Equal contribution; † Corresponding author.
2. ICML GenBio Workshop

   Site4Drug: Predicting Drug-Binding Target Sites with an AI Agent

   Taehan Kim^†, S. R. M. Leung, B. Mekala, and 1 more author

   † Corresponding author.

   arXiv
3. IEEE IPC Oral

   Generative Priors Accelerate Inverse Design for Regularized, High-Performance Integrated Photonics

   Taehan Kim^*, Junho Park^*, Mohammad Ali, and 2 more authors

   * Equal contribution; † Corresponding author.
4. APL Engineering Physics

   Editor’s Pick

   Interpretable Geometry Sensitivity for Inverse Design of Integrated Photonics

   Junho Park^*, Taehan Kim^*, Mohammad Ali, and 1 more author

   * Equal contribution; † Corresponding author.

   HTML
5. ICML AI4Physics Workshop

   Mat-Pref: Verifiable-Reward Training Improves Compositional Reasoning in Inorganic Materials

   S. R. M. Leung, Taehan Kim, and Jeongbin Park

   arXiv
6. ICPR

   Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization

   Wonduk Seo, D. Kang, H. An, and 2 more authors

   arXiv

2025

1. NeurIPS AI4Science Workshop

   Improving RNA Secondary Structure Prediction Through Expanded Training Data

   Conner J. Langeberg, Taehan Kim, Roma Nagle, and 4 more authors

   † Corresponding author.

   HTML
2. IEEE EMBC Oral

   Pesti-Gen: Unleashing a Generative Molecule Approach for Toxicity-Aware Pesticide Design

   Taehan Kim^*† and Wonduk Seo^*

   * Equal contribution; † Corresponding author.

   arXiv