Publications

(*) denotes equal contribution.
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2026

ECCV

Test-Time Registers as Global Priors for Tokenized Image Generation

Cheng-Yao Hong , Yifan Wang , Yuewei Lin , and Chenyu You

In European Conference on Computer Vision (ECCV)

Malmö, 2026

Bib PDF Code Website

@inproceedings{hong2026regtoken,
  author = {{<u>Cheng{-}Yao Hong</u>} and Wang, Yifan and Lin, Yuewei and You, Chenyu},
  title = {Test-Time Registers as Global Priors for Tokenized Image Generation},
  booktitle = {European Conference on Computer Vision (ECCV)},
  address = {Malmö},
  year = {2026},
}

2025

NeurIPS

Promptable 3-D Object Localization with Latent Diffusion Models

Cheng-Yao Hong , Li-Heng Wang , and Tyng-Luh Liu

In Advances in Neural Information Processing Systems 38 (NeurIPS)

San Diego, 2025

@inproceedings{hong2025prompt,
  author = {{<u>Cheng{-}Yao Hong</u>} and Wang, Li{-}Heng and Liu, Tyng{-}Luh},
  title = {Promptable 3-D Object Localization with Latent Diffusion Models},
  booktitle = {Advances in Neural Information Processing Systems 38 (NeurIPS)},
  address = {San Diego},
  year = {2025},
  dimensions = {true},
}

AAAI

Multimodal Promptable Token Merging for Diffusion Models

Cheng-Yao Hong , and Tyng-Luh Liu

In Association for the Advancement of Artificial Intelligence (AAAI)

Philadelphia, 2025

@inproceedings{hong2025multimodal,
  author = {{<u>Cheng{-}Yao Hong</u>} and Liu, Tyng{-}Luh},
  title = {Multimodal Promptable Token Merging for Diffusion Models},
  booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
  address = {Philadelphia},
  year = {2025},
  dimensions = {true},
}

2024

CVPR

Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking

Cheng-Yao Hong , Yen-Chi Hsu , and Tyng-Luh Liu

In IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR)

Seattle, 2024

@inproceedings{hong2024contrastive,
  author = {{<u>Cheng{-}Yao Hong</u>} and Hsu, Yen{-}Chi and Liu, Tyng{-}Luh},
  title = {Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking},
  booktitle = {{IEEE}/{CVF} Computer Vision and Pattern Recognition Conference (CVPR)},
  address = {Seattle},
  year = {2024},
  dimensions = {true},
}

2023

ICCV

Attention Discriminant Sampling for Point Clouds

Cheng-Yao Hong , Yu-Ying Chou , and Tyng-Luh Liu

In IEEE/CVF International Conference on Computer Vision (ICCV)

Paris, 2023

@inproceedings{hong2023attention,
  author = {{<u>Cheng{-}Yao Hong</u>} and Chou, Yu{-}Ying and Liu, Tyng{-}Luh},
  title = {Attention Discriminant Sampling for Point Clouds},
  booktitle = {{IEEE}/{CVF} International Conference on Computer Vision (ICCV)},
  address = {Paris},
  year = {2023},
  dimensions = {true},
}

TIP

ABC-Norm Regularization for Fine-Grained and Long-Tailed Image Classification

Yen-Chi Hsu* , Cheng-Yao Hong* , Ming-Sui Lee , Davi Geiger , and Tyng-Luh Liu

IEEE Transactions on Image Processing (TIP)

2023

@article{HsuHLGL23,
  author = {Hsu*, Yen{-}Chi and <u>{Cheng{-}Yao Hong}</u>* and Lee, Ming{-}Sui and Geiger, Davi and Liu, Tyng{-}Luh},
  title = {ABC-Norm Regularization for Fine-Grained and Long-Tailed Image Classification},
  journal = {{IEEE} Transactions on Image Processing (TIP)},
  volume = {32},
  pages = {3885--3896},
  year = {2023},
  dimensions = {true},
}

ICASSP

IoU-Aware Multi-Expert Cascade Network Via Dynamic Ensemble for Long-Tailed Object Detection

Wan-Cyuan Fan* , Cheng-Yao Hong* , Yen-Chi Hsu , and Tyng-Luh Liu

In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Rhodes Island, 2023

@inproceedings{FanHHL23,
  author = {Fan*, Wan{-}Cyuan and <u>{Cheng{-}Yao Hong}</u>* and Hsu, Yen{-}Chi and Liu, Tyng{-}Luh},
  title = {IoU-Aware Multi-Expert Cascade Network Via Dynamic Ensemble for Long-Tailed
                    Object Detection},
  booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
                    (ICASSP)},
  address = {Rhodes Island},
  year = {2023},
  dimensions = {true},
}

2022

ECCV

Decoupled Contrastive Learning

Chun-Hsiao Yeh , Cheng-Yao Hong , Yen-Chi Hsu , Tyng-Luh Liu , Yubei Chen , and Yann LeCun

In European Conference on Computer Vision (ECCV)

Tel Aviv, 2022

@inproceedings{YehHHLCL22,
  author = {Yeh, Chun{-}Hsiao and <u>{Cheng{-}Yao Hong</u>} and Hsu, Yen{-}Chi and Liu, Tyng{-}Luh and Chen, Yubei and LeCun, Yann},
  title = {Decoupled Contrastive Learning},
  booktitle = {European Conference on Computer Vision (ECCV)},
  address = {Tel Aviv},
  year = {2022},
  dimensions = {true},
}

ICASSP

SAGA: Self-Augmentation with Guided Attention for Representation Learning

Chun-Hsiao Yeh* , Cheng-Yao Hong* , Yen-Chi Hsu* , and Tyng-Luh Liu

In IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Virtual, 2022

@inproceedings{YehHHL22,
  author = {Yeh*, Chun{-}Hsiao and <u>{Cheng{-}Yao Hong}</u>* and Hsu*, Yen{-}Chi and Liu, Tyng{-}Luh},
  title = {{SAGA:} Self-Augmentation with Guided Attention for Representation
                    Learning},
  booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
                    (ICASSP)},
  address = {Virtual},
  year = {2022},
  dimensions = {true},
}

2021

ICIP

The Maximum a Posterior Estimation of Darts

Jun-Liang Lin* , Yi-Lin Sung* , Cheng-Yao Hong* , Han-Hung Lee , and Tyng-Luh Liu

In IEEE International Conference on Image Processing (ICIP)

Virtual, 2021

@inproceedings{LinSHLL21,
  author = {Lin*, Jun{-}Liang and Sung*, Yi{-}Lin and <u>{Cheng{-}Yao Hong}</u>* and Lee, Han{-}Hung and Liu, Tyng{-}Luh},
  title = {The Maximum a Posterior Estimation of Darts},
  booktitle = {{IEEE} International Conference on Image Processing (ICIP)},
  address = {Virtual},
  year = {2021},
  dimensions = {true},
}

2020

AAAI

Query-Driven Multi-Instance Learning

Yen-Chi Hsu , Cheng-Yao Hong , Ming-Sui Lee , and Tyng-Luh Liu

In Association for the Advancement of Artificial Intelligence (AAAI)

New York, 2020

@inproceedings{aaai/HsuHLL20,
  author = {Hsu, Yen{-}Chi and <u>{Cheng{-}Yao Hong}</u> and Lee, Ming{-}Sui and Liu, Tyng{-}Luh},
  title = {Query-Driven Multi-Instance Learning},
  booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
  address = {New York},
  year = {2020},
  dimensions = {true},
}

ICIP

Video Summarization with Anchors and Multi-Head Attention

Yi-Lin Sung , Cheng-Yao Hong , Yen-Chi Hsu , and Tyng-Luh Liu

In IEEE International Conference on Image Processing (ICIP)

Virtual, 2020

@inproceedings{SungHHL20,
  author = {Sung, Yi{-}Lin and <u>{Cheng{-}Yao Hong}</u> and Hsu, Yen{-}Chi and Liu, Tyng{-}Luh},
  title = {Video Summarization with Anchors and Multi-Head Attention},
  booktitle = {{IEEE} International Conference on Image Processing (ICIP)},
  address = {Virtual},
  year = {2020},
  dimensions = {true},
}