PUBLICATIONS

2026

1. arXiv

   An Uncertainty-Aware Generalization Framework for Cardiovascular Image Segmentation

   Ting Yu Tsai, Liangqiao Gui, Yineng Chen, and 8 more authors

   arXiv preprint arXiv:2409.14305, 2026

   Bib

   @article{tsai2026UUMambaFramework,
     title = {{An Uncertainty-Aware Generalization Framework for Cardiovascular Image Segmentation}},
     author = {Tsai, Ting Yu and Gui, Liangqiao and Chen, Yineng and Lin, Li and Hu, Shu and Tsao, Connie W. and Li, Xin and Lin, Shao and Chang, Ming-Ching and Zhu, Hongtu and Wang, Xin},
     year = {2026},
     journal = {arXiv preprint arXiv:2409.14305},
   }

2. arXiv

   FlashSinkhorn: IO-Aware Entropic Optimal Transport

   Felix X. -F. Ye, Xingjie Li, An Yu, and 3 more authors

   arXiv preprint arXiv:2602.03067, 2026

   DOI Bib

   @article{ye2026flashsink,
     title = {{FlashSinkhorn: IO-Aware Entropic Optimal Transport}},
     author = {Ye, Felix X. -F. and Li, Xingjie and Yu, An and Chang, Ming-Ching and Chu, Linsong and Wertheimer, Davis},
     year = {2026},
     journal = {arXiv preprint arXiv:2602.03067},
     url = {https://doi.org/10.48550/arXiv.2602.03067},
     doi = {10.48550/ARXIV.2602.03067},
   }

2025

1. ACM TOMM

   Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection

   Xin Wang, Ting Yu Tsai, Li Lin, and 5 more authors

   ACM Transactions on Multimedia Computing, Communications and Applications, 2025

   DOI Bib

   @article{Wang2025SpottingTF,
     title = {{Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection}},
     author = {Wang, Xin and Tsai, Ting Yu and Lin, Li and Guo, Hui and Hu, Shu and Chang, Ming-Ching and Atrey, Pradeep K. and Lyu, Siwei},
     journal = {ACM Transactions on Multimedia Computing, Communications and Applications},
     year = {2025},
     volume = {21},
     pages = {1 - 24},
     url = {https://doi.org/10.1145/3742786},
     doi = {10.1145/3742786},
   }

2. MIPR

   

   IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification

   Ting Yu Tsai, An Yu, Meghana Spurthi Maadugundu, and 5 more authors

   In 2025 IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2025

   DOI Bib

   @inproceedings{Tsai2025IntelliCardiac,
     title = {{IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification}},
     author = {Tsai, Ting Yu and Yu, An and Maadugundu, Meghana Spurthi and Mohima, Ishrat Jahan and Barsha, Umme Habiba and Chen, Mei-Hwa F. and Prabhakaran, Balakrishnan and Chang, Ming-Ching},
     booktitle = {2025 IEEE 8th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     pages = {109--115},
     year = {2025},
     doi = {10.1109/MIPR67560.2025.00026},
   }

3. arXiv

   SMART: Shot-Aware Multimodal Video Moment Retrieval with Audio-Enhanced MLLM

   An Yu, Weiheng Lu, Jian Li, and 4 more authors

   arXiv preprint arXiv:2511.14143, 2025

   DOI Bib

   @article{Yu2025SMART,
     title = {{SMART: Shot-Aware Multimodal Video Moment Retrieval with Audio-Enhanced MLLM}},
     author = {Yu, An and Lu, Weiheng and Li, Jian and Zhang, Zhenfei and Shen, Yunhang and Ye, Felix X. -F. and Chang, Ming-Ching},
     year = {2025},
     journal = {arXiv preprint arXiv:2511.14143},
     url = {https://doi.org/10.48550/arXiv.2511.14143},
     doi = {10.48550/ARXIV.2511.14143},
   }

4. WACV

   A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations Using Semantic Significance

   Yuwei Chen, Ming-Ching Chang, Matthias Kirchner, and 4 more authors

   2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025

   DOI Bib

   @article{Chen2025ASI,
     title = {{A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations Using Semantic Significance}},
     author = {Chen, Yuwei and Chang, Ming-Ching and Kirchner, Matthias and Zhang, Zhenfei and Li, Xin and Basharat, Arslan and Hoogs, Anthony J.},
     journal = {2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
     year = {2025},
     pages = {7659-7668},
     url = {https://doi.org/10.1109/WACV61041.2025.00744},
     doi = {10.1109/WACV61041.2025.00744},
   }

5. AAAI

   Training-Free Image Manipulation Localization Using Diffusion Models

   Zhenfei Zhang, Ming-Ching Chang, and Xin Li

   In AAAI Conference on Artificial Intelligence, 2025

   DOI Bib

   @inproceedings{Zhang2025TrainingFreeIM,
     title = {{Training-Free Image Manipulation Localization Using Diffusion Models}},
     author = {Zhang, Zhenfei and Chang, Ming-Ching and Li, Xin},
     booktitle = {AAAI Conference on Artificial Intelligence},
     year = {2025},
     pages = {10376--10384},
     url = {https://doi.org/10.1609/aaai.v39i10.33126},
     doi = {10.1609/AAAI.V39I10.33126},
   }

2024

1. MIPR

   UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation

   Ting Yu Tsai, Li Lin, Shu Hu, and 3 more authors

   2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2024

   Bib

   @article{Tsai2024UUMamba,
     title = {{UU-Mamba: Uncertainty-aware U-Mamba for Cardiac Image Segmentation}},
     author = {Tsai, Ting Yu and Lin, Li and Hu, Shu and Chang, Ming-Ching and Zhu, Hongtu and Wang, Xin},
     journal = {2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2024},
     pages = {267-273},
   }

2. ICMEW

   Dual-Phase Msqnet for Species-Specific Animal Activity Recognition

   An Yu, Jeremy Varghese, Ferhat Demirkiran, and 3 more authors

   2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2024

   DOI Bib

   @article{Yu2024DualPhaseMF,
     title = {{Dual-Phase Msqnet for Species-Specific Animal Activity Recognition}},
     author = {Yu, An and Varghese, Jeremy and Demirkiran, Ferhat and Buonaiuto, Peter and Li, Xin and Chang, Ming-Ching},
     journal = {2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW)},
     year = {2024},
     pages = {1-6},
     url = {https://doi.org/10.1109/ICMEW63481.2024.10645377},
     doi = {10.1109/ICMEW63481.2024.10645377},
   }

3. arXiv

   LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval

   Weiheng Lu, Jian Li, An Yu, and 3 more authors

   arXiv preprint arXiv:2411.14505, 2024

   DOI Bib

   @article{Lu2024LLaVAMRLL,
     title = {{LLaVA-MR: Large Language-and-Vision Assistant for Video Moment Retrieval}},
     author = {Lu, Weiheng and Li, Jian and Yu, An and Chang, Ming-Ching and Ji, Shengpeng and Xia, Min},
     year = {2024},
     journal = {arXiv preprint arXiv:2411.14505},
     url = {https://doi.org/10.48550/arXiv.2411.14505},
     doi = {10.48550/ARXIV.2411.14505},
   }

4. MIPR

   TextSleuth: A New Dataset and Baseline for Scene Text Manipulation Detection

   Abhineet Kumar Pandey, Ming-Ching Chang, and Xin Li

   2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2024

   DOI Bib

   @article{Pandey2024TextSleuthAN,
     title = {{TextSleuth: A New Dataset and Baseline for Scene Text Manipulation Detection}},
     author = {Pandey, Abhineet Kumar and Chang, Ming-Ching and Li, Xin},
     journal = {2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2024},
     pages = {362-368},
     url = {https://doi.org/10.1109/MIPR62202.2024.00064},
     doi = {10.1109/MIPR62202.2024.00064},
   }

5. MIPR

   Leveraging Semantic Segmentation for Image Manipulation Detection and Localization

   Yuwei Chen, Ming-Ching Chang, and Xin Li

   2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2024

   DOI Bib

   @article{Chen2024LeveragingSS,
     title = {{Leveraging Semantic Segmentation for Image Manipulation Detection and Localization}},
     author = {Chen, Yuwei and Chang, Ming-Ching and Li, Xin},
     journal = {2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2024},
     pages = {95-101},
     url = {https://doi.org/10.1109/MIPR62202.2024.00022},
     doi = {10.1109/MIPR62202.2024.00022},
   }

6. ECCV

   Image Manipulation Detection with Implicit Neural Representation and Limited Supervision

   Zhenfei Zhang, Mingyang Li, Xin Li, and 2 more authors

   In European Conference on Computer Vision, 2024

   DOI Bib

   @inproceedings{Zhang2024ImageMD,
     title = {{Image Manipulation Detection with Implicit Neural Representation and Limited Supervision}},
     author = {Zhang, Zhenfei and Li, Mingyang and Li, Xin and Chang, Ming-Ching and Hsieh, Jun-Wei},
     booktitle = {European Conference on Computer Vision},
     year = {2024},
     pages = {255--273},
     volume = {15146},
     url = {https://doi.org/10.1007/978-3-031-73223-2\_15},
     doi = {10.1007/978-3-031-73223-2\_15},
   }

7. MIPR

   Text-Driven Synchronized Diffusion Video and Audio Talking Head Generation

   Zhenfei Zhang, Tsung-Wei Huang, Guan-Ming Su, and 2 more authors

   2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2024

   DOI Bib

   @article{Zhang2024TextDrivenSD,
     title = {{Text-Driven Synchronized Diffusion Video and Audio Talking Head Generation}},
     author = {Zhang, Zhenfei and Huang, Tsung-Wei and Su, Guan-Ming and Chang, Ming-Ching and Li, Xin},
     journal = {2024 IEEE 7th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2024},
     pages = {61-67},
     url = {https://doi.org/10.1109/MIPR62202.2024.00017},
     doi = {10.1109/MIPR62202.2024.00017},
   }

8. AAAI

   A New Benchmark and Model for Challenging Image Manipulation Detection

   Zhenfei Zhang, Mingyang Li, and Ming-Ching Chang

   In AAAI Conference on Artificial Intelligence, 2024

   DOI Bib

   @inproceedings{Zhang2023ANB,
     title = {{A New Benchmark and Model for Challenging Image Manipulation Detection}},
     author = {Zhang, Zhenfei and Li, Mingyang and Chang, Ming-Ching},
     booktitle = {AAAI Conference on Artificial Intelligence},
     year = {2024},
     isbn = {978-1-57735-887-9},
     publisher = {AAAI Press},
     articleno = {823},
     numpages = {9},
     url = {https://doi.org/10.1609/aaai.v38i7.28571},
     doi = {10.1609/aaai.v38i7.28571},
   }

2023

1. MIPR

   Transformer Based Image-Text Consistency Analysis for Infographic Articles

   Yuwei Chen and Ming-Ching Chang

   2023 IEEE 6th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2023

   DOI Bib

   @article{Chen2023TransformerBI,
     title = {{Transformer Based Image-Text Consistency Analysis for Infographic Articles}},
     author = {Chen, Yuwei and Chang, Ming-Ching},
     journal = {2023 IEEE 6th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2023},
     pages = {47-52},
     url = {https://doi.org/10.1109/MIPR59079.2023.00023},
     doi = {10.1109/MIPR59079.2023.00023},
   }

2. MIPR

   Two-Stage Dual Augmentation with CLIP for Improved Text-to-Sketch Synthesis

   Zhenfei Zhang and Ming-Ching Chang

   2023 IEEE 6th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2023

   DOI Bib

   @article{Zhang2023TwoStageDA,
     title = {{Two-Stage Dual Augmentation with CLIP for Improved Text-to-Sketch Synthesis}},
     author = {Zhang, Zhenfei and Chang, Ming-Ching},
     journal = {2023 IEEE 6th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2023},
     pages = {1-6},
     url = {https://doi.org/10.1109/MIPR59079.2023.00027},
     doi = {10.1109/MIPR59079.2023.00027},
   }

2022

1. ICCE-TW

   On Multimodal Semantic Consistency Detection of News Articles with Image Caption Pairs

   Yuwei Chen and Ming-Ching Chang

   2022 IEEE International Conference on Consumer Electronics - Taiwan, 2022

   DOI Bib

   @article{Chen2022OnMS,
     title = {{On Multimodal Semantic Consistency Detection of News Articles with Image Caption Pairs}},
     author = {Chen, Yuwei and Chang, Ming-Ching},
     journal = {2022 IEEE International Conference on Consumer Electronics - Taiwan},
     year = {2022},
     pages = {355-356},
     url = {https://doi.org/10.1109/ICCE-Taiwan55306.2022.9869252},
     doi = {10.1109/ICCE-TAIWAN55306.2022.9869252},
   }

2. MIPR

   Towards Multimodal Semantic Consistency Analysis of Long Form Articles

   Yuwei Chen and Ming-Ching Chang

   2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), 2022

   DOI Bib

   @article{Chen2022TowardsMS,
     title = {{Towards Multimodal Semantic Consistency Analysis of Long Form Articles}},
     author = {Chen, Yuwei and Chang, Ming-Ching},
     journal = {2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR)},
     year = {2022},
     pages = {342-347},
     url = {https://doi.org/10.1109/MIPR54900.2022.00067},
     doi = {10.1109/MIPR54900.2022.00067},
   }

3. ICASSP

   Improving Class Activation Map for Weakly Supervised Object Localization

   Zhenfei Zhang, Ming-Ching Chang, and Tien D. Bui

   ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022

   DOI Bib

   @article{Zhang2022ImprovingCA,
     title = {{Improving Class Activation Map for Weakly Supervised Object Localization}},
     author = {Zhang, Zhenfei and Chang, Ming-Ching and Bui, Tien D.},
     journal = {ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     year = {2022},
     pages = {2624-2628},
     url = {https://doi.org/10.1109/ICASSP43922.2022.9747058},
     doi = {10.1109/ICASSP43922.2022.9747058},
   }

2021

1. AVSS

   FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild

   Shou-Fang Wu, Ming-Ching Chang, Siwei Lyu, and 3 more authors

   2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2021

   DOI Bib

   @article{Wu2021FlagDetSegMF,
     title = {{FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild}},
     author = {Wu, Shou-Fang and Chang, Ming-Ching and Lyu, Siwei and Wong, Cheng-Shih and Pandey, Abhineet Kumar and Su, Po-Chi},
     journal = {2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
     year = {2021},
     pages = {1-8},
     url = {https://doi.org/10.1109/AVSS52988.2021.9663833},
     doi = {10.1109/AVSS52988.2021.9663833},
   }

2. AVSS

   A Video Analytic System for Rail Crossing Point Protection

   Guangliang Zhao, Abhineet Kumar Pandey, Ming-Ching Chang, and 1 more author

   2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), 2021

   DOI Bib

   @article{Zhao2021AVA,
     title = {{A Video Analytic System for Rail Crossing Point Protection}},
     author = {Zhao, Guangliang and Pandey, Abhineet Kumar and Chang, Ming-Ching and Lyu, Siwei},
     journal = {2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)},
     year = {2021},
     pages = {1-8},
     url = {https://doi.org/10.1109/AVSS52988.2021.9663781},
     doi = {10.1109/AVSS52988.2021.9663781},
   }

3. AICAS

   The 2020 Low-Power Computer Vision Challenge

   Xiao Hu, Ming-Ching Chang, Yuwei Chen, and 31 more authors

   2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2021

   DOI Bib

   @article{Hu2021The2L,
     title = {{The 2020 Low-Power Computer Vision Challenge}},
     author = {Hu, Xiao and Chang, Ming-Ching and Chen, Yuwei and Sridhar, Rahul and Hu, Zhenyu and Xue, Yunhe and Wu, Zhenyu and Pi, Pengcheng and Shen, Jiayi and Tan, Jianchao and Lian, Xiangru and Liu, Ji and Wang, Zhangyang and Liu, Chia-Hsiang and Han, Yu-Shin and Sung, Yuan-Yao and Lee, Yi and Wu, Kai-Chiang and Guo, Wei-Xiang and Lee, Rick and Liang, Shengwen and Wang, Zerun and Ding, Guiguang and Zhang, Gang and Xi, Teng and Chen, Yubei and Cai, Han and Zhu, Ligeng and Zhang, Zhekai and Han, Song and Jeong, Seonghwan and Kwon, YoungMin and Wang, Tianzhe and Pan, Jeffery},
     journal = {2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems (AICAS)},
     year = {2021},
     pages = {1-4},
     url = {https://doi.org/10.1109/AICAS51828.2021.9458522},
     doi = {10.1109/AICAS51828.2021.9458522},
   }

2020

1. ICIP

   Railcar Detection, Identification and Tracking for Rail Yard Management

   Ming-Ching Chang, Guangliang Zhao, Abhineet Kumar Pandey, and 2 more authors

   2020 IEEE International Conference on Image Processing (ICIP), 2020

   DOI Bib

   @article{Chang2020RailcarDI,
     title = {{Railcar Detection, Identification and Tracking for Rail Yard Management}},
     author = {Chang, Ming-Ching and Zhao, Guangliang and Pandey, Abhineet Kumar and Pulver, Andrew and Tu, Peter H.},
     journal = {2020 IEEE International Conference on Image Processing (ICIP)},
     year = {2020},
     pages = {2271-2275},
     url = {https://doi.org/10.1109/ICIP40778.2020.9190763},
     doi = {10.1109/ICIP40778.2020.9190763},
   }

2. FLAIRS

   Modeling Latent Comorbidity for Health Risk Prediction Using Graph Convolutional Network

   Rui Wang, Ming-Ching Chang, and Marleen Radigan

   In The Florida AI Research Society, 2020

   Bib

   @inproceedings{Wang2020ModelingLC,
     title = {{Modeling Latent Comorbidity for Health Risk Prediction Using Graph Convolutional Network}},
     author = {Wang, Rui and Chang, Ming-Ching and Radigan, Marleen},
     booktitle = {The Florida AI Research Society},
     year = {2020},
     url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18459},
   }