Publications

2026

1. Confidence-Gated Transductive Test Generation for Code Reranking

   Sungjae Lee, Youngsik Yoon, Seockbean Song, Siwei Wang, Wei Chen, and Jungseul Ok

   preprint, 2026
2. Rising Multi-Armed Bandits with Known Horizons

   Seockbean Song, Chenyu Gan, Youngsik Yoon, Siwei Wang, Wei Chen, and Jungseul Ok

   preprint, 2026

   arXiv
3. PaT: Planning-after-Trial for Efficient Test-Time Code Generation

   Youngsik Yoon, Sungjae Lee, Seockbean Song, Siwei Wang, Wei Chen, and Jungseul Ok

   In The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026

   Website
4. Combinatorial Rising Bandits

   Seockbean Song^*, Youngsik Yoon^*, Siwei Wang, Wei Chen, and Jungseul Ok

   In The Fourteenth International Conference on Learning Representations (ICLR), 2026

   Website
5. Experience-based Knowledge Correction for Robust Planning in Minecraft

   Seungjoon Lee, Suhwan Kim, Minhyeon Oh, Youngsik Yoon, and Jungseul Ok

   In The Fourteenth International Conference on Learning Representations (ICLR), 2026

   Website

2024

1. Breadth-first Exploration on Adaptive Grid for Reinforcement Learning

   Youngsik Yoon, Gangbok Lee, Sungsoo Ahn, and Jungseul Ok

   In Forty-first International Conference on Machine Learning (ICML), 2024

   Website
2. Few-shot Unlearning

   Youngsik Yoon^*, Jinhwan Nam^*, Hyojeong Yun, Jaeho Lee, Dongwoo Kim, and Jungseul Ok

   In 2024 IEEE Symposium on Security and Privacy (S&P), 2024

   HTML