Publications

2023

1. TAFFC

   A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology

   *Hao-Chun Yang and Chi-Chun Lee

   IEEE Transactions on Affective Computing, 2023

   DOI Bib PDF

   @article{yang-personality/taffc,
     author = {Yang, Hao-Chun and Lee, Chi-Chun},
     journal = {IEEE Transactions on Affective Computing},
     title = {A Media-Guided Attentive Graphical Network for Personality Recognition Using Physiology},
     year = {2023},
     volume = {14},
     number = {2},
     pages = {931--943},
     doi = {10.1109/TAFFC.2021.3090040},
   }

2021

1. CINC21

   A Mixed-Domain Self-Attention Network for Multilabel Cardiac Irregularity Classification Using Reduced-Lead Electrocardiogram

   *Hao-Chun Yang, Wan-Ting Hsieh, and Trista Pei-Chun Chen

   In Computing in Cardiology, CinC 2021, Brno, Czech Republic, September 13-15, 2021

   DOI Bib HTML PDF Poster Patent

   @inproceedings{DBLP:conf/cinc/Yaang21,
     author = {Yang, Hao-Chun and Hsieh, Wan{-}Ting and Chen, Trista Pei{-}Chun},
     title = {A Mixed-Domain Self-Attention Network for Multilabel Cardiac Irregularity Classification Using Reduced-Lead Electrocardiogram},
     booktitle = {Computing in Cardiology, CinC 2021, Brno, Czech Republic, September 13-15},
     pages = {1--4},
     publisher = {{IEEE}},
     year = {2021},
     doi = {10.23919/CinC53138.2021.9662783},
   }

2. EMBC21

   Federated Learning via Conditional Mutual Learning for Alzheimer’s Disease Classification on T1w MRI

   Ya-Lin Huang, *Hao-Chun Yang, and Chi-Chun Lee

   In 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, (Virtual), Oct 31 - Nov 4, 2021, 2021

   DOI Bib PDF

   @inproceedings{DBLP:conf/embc/Yalin21,
     author = {Huang, Ya{-}Lin and Yang, Hao-Chun and Lee, Chi{-}Chun},
     title = {Federated Learning via Conditional Mutual Learning for Alzheimer's Disease Classification on T1w MRI},
     booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
                    Medicine {\&} Biology Society, {EMBC} 2021, (Virtual),
                    Oct 31 - Nov 4, 2021},
     pages = {2427-2432},
     doi = {10.1109/EMBC46164.2021.9630382},
     publisher = {{IEEE}},
     year = {2021},
   }

2020

1. ACMMM20

   Cross Corpus Physiological-based Emotion Recognition Using a Learnable Visual Semantic Graph Convolutional Network

   Woan-Shiuan Chien, *Hao-Chun Yang, and Chi-Chun Lee

   In MM ’20: The 28th ACM International Conference on Multimedia, ACMMM 2020, Virtual Event / Seattle, WA, USA, October 12-16, 2020, 2020

   DOI Bib PDF

   @inproceedings{DBLP:conf/mm/ChienYL20,
     author = {Chien, Woan-Shiuan and Yang, Hao-Chun and Lee, Chi-Chun},
     editor = {Chen, Chang Wen and Cucchiara, Rita and Hua, Xian-Sheng and Qi, Guo-Jun and Ricci, Elisa and Zhang, Zhengyou and Zimmermann, Roger},
     title = {Cross Corpus Physiological-based Emotion Recognition Using a Learnable
                    Visual Semantic Graph Convolutional Network},
     booktitle = {{MM} '20: The 28th {ACM} International Conference on Multimedia, {ACMMM} 2020, Virtual
                    Event / Seattle, WA, USA, October 12-16, 2020},
     pages = {2999--3006},
     publisher = {{ACM}},
     year = {2020},
     url = {https://doi.org/10.1145/3394171.3413552},
     doi = {10.1145/3394171.3413552},
     timestamp = {Thu, 15 Oct 2020 16:32:08 +0200},
     biburl = {https://dblp.org/rec/conf/mm/ChienYL20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

2. EMBC20

   Behavior Score-Embedded Brain Encoder Network for Improved Classification of Alzheimer Disease Using Resting State fMRI

   Wan-Ting Hsieh, Jeremy Lefort-Besnard, *Hao-Chun Yang, and 2 more authors

   In 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2020, Montreal, QC, Canada, July 20-24, 2020, 2020

   DOI Bib

   @inproceedings{DBLP:conf/embc/HsiehLYKL20,
     author = {Hsieh, Wan-Ting and Lefort-Besnard, Jeremy and Yang, Hao-Chun and Kuo, Li-Wei and Lee, Chi-Chun},
     title = {Behavior Score-Embedded Brain Encoder Network for Improved Classification
                    of Alzheimer Disease Using Resting State fMRI},
     booktitle = {42nd Annual International Conference of the {IEEE} Engineering in
                    Medicine {\&} Biology Society, {EMBC} 2020, Montreal, QC, Canada,
                    July 20-24, 2020},
     pages = {5486--5489},
     publisher = {{IEEE}},
     year = {2020},
     url = {https://doi.org/10.1109/EMBC44109.2020.9175312},
     doi = {10.1109/EMBC44109.2020.9175312},
     timestamp = {Mon, 21 Sep 2020 08:38:16 +0200},
     biburl = {https://dblp.org/rec/conf/embc/HsiehLYKL20.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

3. ICASSP20

   A Siamese Content-Attentive Graph Convolutional Network for Personality Recognition Using Physiology

   *Hao-Chun Yang and Chi-Chun Lee

   In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020

   DOI PDF Slides
4. ICASSP20

   Conditional Domain Adversarial Transfer for Robust Cross-Site ADHD Classification Using Functional MRI

   Ya-Lin Huang, Wan-Ting Hsieh, *Hao-Chun Yang, and 1 more author

   In 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2020, Barcelona, Spain, May 4-8, 2020, 2020

   DOI

2019

1. ACII19

   Annotation Matters: A Comprehensive Study on Recognizing Intended, Self-reported, and Observed Emotion Labels using Physiology

   *Hao-Chun Yang and Chi-Chun Lee

   In 8th International Conference on Affective Computing and Intelligent Interaction, ACII 2019, Cambridge, United Kingdom, September 3-6, 2019, 2019

   DOI
2. ICASSP19

   An Attribute-invariant Variational Learning for Emotion Recognition Using Physiology

   *Hao-Chun Yang and Chi-Chun Lee

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019, 2019

   DOI
3. ICASSP19

   An Event-contrastive Connectome Network for Automatic Assessment of Individual Face Processing and Memory Ability

   Wan-Ting Hsieh, *Hao-Chun Yang, Fu-Sheng Tsai, and 2 more authors

   In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019, 2019

   DOI

2018

1. IWAENC18

   Automatic Detection of Speech Under Cold Using Discriminative Autoencoders and Strength Modeling with Multiple Sub-Dictionary Generation

   Yi-Ying Kao, Hsiang-Ping Hsu, Chien-Feng Liao, and 6 more authors

   In 16th International Workshop on Acoustic Signal Enhancement, IWAENC 2018, Tokyo, Japan, September 17-20, 2018, 2018

   DOI
2. ICASSP18

   A Triplet-Loss Embedded Deep Regressor Network for Estimating Blood Pressure Changes Using Prosodic Features

   *Hao-Chun Yang, Fu-Sheng Tsai, Yi-Ming Weng, and 2 more authors

   In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018

   DOI
3. ICASSP18

   Integrating Perceivers Neural-Perceptual Responses Using a Deep Voting Fusion Network for Automatic Vocal Emotion Decoding

   Wan-Ting Hsieh, *Hao-Chun Yang, Ya-Tse Wu, and 3 more authors

   In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2018, Calgary, AB, Canada, April 15-20, 2018, 2018

   DOI
4. Interspeech18

   Automatic Assessment of Individual Culture Attribute of Power Distance Using a Social Context-Enhanced Prosodic Network Representation

   Fu-Sheng Tsai, *Hao-Chun Yang, Wei-Wen Chang, and 1 more author

   In Interspeech 2018, 19th Annual Conference of the International Speech Communication Association, Hyderabad, India, 2-6 September 2018, 2018

   DOI