Sooyoung Jeon

My name is Sooyoung Jeon and I am a third year M.S. in Computer Science and Engineering student at The Ohio State University, advised by Prof. Wei-Lun (Harry) Chao.

I am broadly interested in Computer Vision and Machine Learning, and their application to autonomous driving and robotics.

Previously, I received my B.S. in Computer Science and Engineering degree from The Ohio State University.

Actively seeking a PhD position for Fall 2026

Publications

2025

NeurIPS Workshop

Continually Adapt or Not (CAN)? A Continual Learning Benchmark of Camera Trap Species Classification over Time

Sooyoung Jeon, Zheda Mai, Hongjie Tian, Vidhi Bakshi, Lemeng Wang, Jiacheng Hou, Ping Zhang, Arpita Chowdhury, and Wei-Lun Chao

NeurIPS 2025 Workshop for Imageomics: Discovering Biological Knowledge from Images Using AI - 2025

Bib PDF Poster

@inproceedings{jeon2025continually,
  workshop = {https://imageomics.github.io/Imageomics-NeurIPS-2025/},
  title = {Continually Adapt or Not (CAN)? A Continual Learning Benchmark of Camera Trap Species Classification over Time},
  author = {Jeon, Sooyoung and Mai, Zheda and Tian, Hongjie and Bakshi, Vidhi and Wang, Lemeng and Hou, Jiacheng and Zhang, Ping and Chowdhury, Arpita and Chao, Wei-Lun},
  booktitle = {NeurIPS 2025 Workshop for Imageomics: Discovering Biological Knowledge from Images Using AI},
  year = {2025},
}

CVPR

Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene

Tai-Yu Pan, Sooyoung Jeon, Mengdi Fan, Jinsu Yoo, Zhenyang Feng, Mark Campbell, Kilian Q Weinberger, Bharath Hariharan, and Wei-Lun Chao

Proceedings of the Computer Vision and Pattern Recognition Conference - 2025

Bib PDF Poster

@inproceedings{pan2025transfer,
  title = {Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene},
  author = {Pan, Tai-Yu and Jeon, Sooyoung and Fan, Mengdi and Yoo, Jinsu and Feng, Zhenyang and Campbell, Mark and Weinberger, Kilian Q and Hariharan, Bharath and Chao, Wei-Lun},
  booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference},
  pages = {12027--12036},
  year = {2025},
}

Preprint

Leveraging Sparse LiDAR for RAFT-Stereo: A Depth Pre-Fill Perspective

Jinsu Yoo, Sooyoung Jeon, Zanming Huang, Tai-Yu Pan, and Wei-Lun Chao

arXiv preprint arXiv:2507.19738 - 2025

Bib PDF

@article{yoo2025leveraging,
  title = {Leveraging Sparse LiDAR for RAFT-Stereo: A Depth Pre-Fill Perspective},
  author = {Yoo, Jinsu and Jeon, Sooyoung and Huang, Zanming and Pan, Tai-Yu and Chao, Wei-Lun},
  journal = {arXiv preprint arXiv:2507.19738},
  year = {2025},
}

Preprint

Ava-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models

Zheda Mai, Arpita Chowdhury, Zihe Wang, Sooyoung Jeon, Lemeng Wang, Jiacheng Hou, and Wei-Lun Chao

arXiv preprint arXiv:2506.09082 - 2025

Bib PDF

@article{mai2025ava,
  title = {Ava-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models},
  author = {Mai, Zheda and Chowdhury, Arpita and Wang, Zihe and Jeon, Sooyoung and Wang, Lemeng and Hou, Jiacheng and Chao, Wei-Lun},
  journal = {arXiv preprint arXiv:2506.09082},
  year = {2025},
}