Publications

2025

1. ICLR

   

   LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding

   Doohyuk Jang, Sihwan Park, June Yong Yang, Yeonsung Jung, Jihun Yun, Souvik Kundu, and 2 more authors

   In ICLR, Co-Correspondence Author , 2025

   Bib HTML

   @inproceedings{jang2025lantern,
     title = {LANTERN: Accelerating Visual Autoregressive Models with Relaxed Speculative Decoding},
     author = {Jang, Doohyuk and Park, Sihwan and Yang, June Yong and Jung, Yeonsung and Yun, Jihun and Kundu, Souvik and Kim, Sung-Yub and Yang, Eunho},
     booktitle = {ICLR},
     year = {2025},
   }

2024

1. NeurIPS

   

   A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective

   Yeonsung Jung, Jaeyun Song, June Yong Yang, Jin-Hwa Kim, Sung-Yub Kim, and Eunho Yang

   In NeurIPS, 2024

   Bib HTML

   @inproceedings{jung2024simple,
     title = {A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective},
     author = {Jung, Yeonsung and Song, Jaeyun and Yang, June Yong and Kim, Jin-Hwa and Kim, Sung-Yub and Yang, Eunho},
     booktitle = {NeurIPS},
     year = {2024},
   }

2. ECCV

   

   TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias

   Sanghyun Jo, Soohyun Ryu, Sungyub Kim, Eunho Yang, and Kyungsu Kim

   In ECCV, 2024

   Bib HTML

   @inproceedings{jo2024ttd,
     title = {TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias},
     author = {Jo, Sanghyun and Ryu, Soohyun and Kim, Sungyub and Yang, Eunho and Kim, Kyungsu},
     booktitle = {ECCV},
     year = {2024},
   }

2023

1. NeurIPS

   

   GEX: A flexible method for approximating influence via Geometric Ensemble

   Sung-Yub Kim, Kyungsu Kim, and Eunho Yang

   In NeurIPS, 1st Author , 2023

   Bib HTML

   @inproceedings{kim2023gex,
     title = {GEX: A flexible method for approximating influence via Geometric Ensemble},
     author = {Kim, Sung-Yub and Kim, Kyungsu and Yang, Eunho},
     booktitle = {NeurIPS},
     year = {2023},
   }

2. ICML

   

   RGE: A Repulsive Graph Rectification for Node Classification via Influence

   Jaeyun Song, Sung-Yub Kim, and Eunho Yang

   In ICML, Co-1st Author , 2023

   Bib HTML

   @inproceedings{song2023rge,
     title = {RGE: A Repulsive Graph Rectification for Node Classification via Influence},
     author = {Song, Jaeyun and Kim, Sung-Yub and Yang, Eunho},
     booktitle = {ICML},
     year = {2023},
   }

3. ICLR

   

   Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel

   Sung-Yub Kim, Sihwan Park, Kyungsu Kim, and Eunho Yang

   In ICLR, 1st Author , 2023

   Awarded Bib HTML

   Spotlight

   @inproceedings{kim2023scale,
     title = {Scale-invariant Bayesian Neural Networks with Connectivity Tangent Kernel},
     author = {Kim, Sung-Yub and Park, Sihwan and Kim, Kyungsu and Yang, Eunho},
     booktitle = {ICLR},
     year = {2023},
   }

2020

1. RSS

   

   Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots

   Kyungjae Lee, Sung-Yub Kim, Sungbin Lim, Sungjoon Choi, Mineui Hong, Jaein Kim, and 2 more authors

   In RSS, 2020

   Bib PDF

   @inproceedings{lee2020tsallis,
     title = {Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots},
     author = {Lee, Kyungjae and Kim, Sung-Yub and Lim, Sungbin and Choi, Sungjoon and Hong, Mineui and Kim, Jaein and Park, Yong-Lae and Oh, Songhwai},
     booktitle = {RSS},
     year = {2020},
   }