Hung-Yueh Chiang 江泓樂

Selected publications

1. 

   Conference NeurIPS

   Efficient Low-rank Backpropagation for Vision Transformer Adaptation

   Yuedong Yang, Hung-Yueh Chiang, Guihong Li, Diana Marculescu, and Radu Marculescu

   In Advances in Neural Information Processing Systems (NeurIPS) 2023

   Bib PDF

   @inproceedings{yang2023efficient,
     title = {Efficient Low-rank Backpropagation for Vision Transformer Adaptation},
     author = {Yang, Yuedong and Chiang, Hung-Yueh and Li, Guihong and Marculescu, Diana and Marculescu, Radu},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2023},
   }

2. 

   Conference Oral paper AAAI

   MobileTL: On-device Transfer Learning with Inverted Residual Blocks

   Hung-Yueh Chiang, Natalia Frumkin, Feng Liang, and Diana Marculescu

   In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 2023

   Bib PDF

   @inproceedings{chiang2022mobiletl,
     title = {MobileTL: On-device Transfer Learning with Inverted Residual Blocks},
     author = {Chiang, Hung-Yueh and Frumkin, Natalia and Liang, Feng and Marculescu, Diana},
     booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)},
     year = {2023},
   }

3. 

   Workshop ICCV

   FOX-NAS: Fast, On-device and Explainable Neural Architecture Search

   Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Hung-Yueh Chiang, and 1 more author

   In ICCV Low-Power Computer Vision Workshop (LPCV) 2021

   Bib HTML PDF

   @inproceedings{liu2021fox,
     title = {FOX-NAS: Fast, On-device and Explainable Neural Architecture Search},
     author = {Liu, Chia-Hsiang and Han, Yu-Shin and Sung, Yuan-Yao and Lee, Yi and Chiang, Hung-Yueh and Wu, Kai-Chiang},
     booktitle = {ICCV Low-Power Computer Vision Workshop (LPCV)},
     year = {2021},
   }

4. 

   arXiv

   Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining

   Yueh-Cheng Liu, Yu-Kai Huang, Hung-Yueh Chiang, Hung-Ting Su, Zhe-Yu Liu, and 3 more authors

   arXiv preprint arXiv:2104.04687 2021

   Bib HTML PDF

   @article{liu2021learning,
     title = {Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining},
     author = {Liu, Yueh-Cheng and Huang, Yu-Kai and Chiang, Hung-Yueh and Su, Hung-Ting and Liu, Zhe-Yu and Chen, Chin-Tang and Tseng, Ching-Yu and Hsu, Winston H},
     journal = {arXiv preprint arXiv:2104.04687},
     year = {2021},
   }

5. 

   Conference 3DV

   A unified point-based framework for 3d segmentation

   Hung-Yueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, and Winston H Hsu

   In International Conference on 3D Vision (3DV) 2019

   Bib HTML PDF Code Video

   @inproceedings{chiang2019unified,
     title = {A unified point-based framework for 3d segmentation},
     author = {Chiang, Hung-Yueh and Lin, Yen-Liang and Liu, Yueh-Cheng and Hsu, Winston H},
     booktitle = {International Conference on 3D Vision (3DV)},
     pages = {155--163},
     year = {2019},
     organization = {IEEE},
   }

6. 

   Conference 3DV

   Cross-domain image-based 3D shape retrieval by view sequence learning

   Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston Hsu, and 1 more author

   In International Conference on 3D Vision (3DV) 2018

   Bib HTML PDF

   @inproceedings{lee2018cross,
     title = {Cross-domain image-based 3D shape retrieval by view sequence learning},
     author = {Lee, Tang and Lin, Yen-Liang and Chiang, HungYueh and Chiu, Ming-Wei and Hsu, Winston and Huang, Polly},
     booktitle = {International Conference on 3D Vision (3DV)},
     pages = {258--266},
     year = {2018},
     organization = {IEEE},
   }