Publications

2024

• Yufeng Yin, Ishwarya Ananthabhotla, Vamsi Krishna Ithapu, Stavros Petridis, Yu-Hsiang Wu, Christi Miller.
  Hearing Loss Detection from Facial Expressions in One-on-one Conversations. To appear at the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’24)

• Yufeng Yin, Di Chang, Guoxian Song, Shen Sang, Tiancheng Zhi, Jing Liu, Linjie Luo, Mohammad Soleymani.
  FG-Net: Facial Action Unit Detection with Generalizable Pyramidal Features. To appear at the Winter Conference on Applications of Computer Vision (WACV’24)

• Di Chang, Yufeng Yin, Zongjian Li, Minh Tran, Mohammad Soleymani.
  LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis. To appear at the Winter Conference on Applications of Computer Vision (WACV’24)

2023

• Trang Tran, Yufeng Yin, Leili Tavabi, Joannalyn Delacruz, Brian Borsari, Joshua Woolley, Stefan Scherer, Mohammad Soleymani.
  Multimodal Analysis of Empathy Prediction in Motivational Interviews. To appear at ACM International Conference on Multimodal Interaction (ICMI’23)

• Minh Tran$^{*}$, Yufeng Yin$^{*}$, Mohammad Soleymani.
  Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition. In Proceedings of the 24th InterSpeech’23.

2022

• Yufeng Yin$^{*}$, Jiashu Xu$^{*}$, Tianxin Zu, Mohammad Soleymani.
  X-Norm: Exchanging Normalization Parameters for Bimodal Fusion. In Proceedings of the 2022 International Conference on Multimodal Interaction (ICMI’22)

2021

• Yufeng Yin, Liupei Lu, Yizhen Wu, Mohammad Soleymani.
  Self-Supervised Patch Localization for Cross-Domain Facial Action Unit Detection. In Proceedings of the 2021 IEEE International Conference on Automatic Face and Gesture Recognition (FG’21)

• Yufeng Yin, Liupei Lu, Yao Xiao, Zhi Xu, Kaijie Cai, Haonan Jiang, Jonathan Gratch, Mohammad Soleymani.
  Contrastive Learning for Domain Transfer in Cross-Corpus Emotion Recognition. In Proceedings of the 9th International Conference on Affective Computing & Intelligent Interaction (ACII’21) [orals, acceptance rate 23.6%]

• Soheil Rayatdoost, Yufeng Yin, David Rudrauf, Mohammad Soleymani.
  Subject Independent EEG Representation Learning for Emotion Recognition. In Proceedings of the 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP’21)

2020

• Yufeng Yin, Baiyu Huang, Yizhen Wu, Mohammad Soleymani.
  Speaker-Invariant Adversarial Domain Adaptation for Emotion Recognition. In Proceedings of the 2020 International Conference on Multimodal Interaction (ICMI’20) [pdf, code]

• Sherry Ruan, Jiayu He, Rui Ying, Jonathan Burkle, Dunia Hakim, Anna Wang, Yufeng Yin, Lily Zhou, Qianyao Xu, Abdallah AbuHashem, Griffin Dietz, Elizabeth L Murnane, Emma Brunskill, James A Landay.
  Supporting children’s math learning with feedback-augmented narrative technology. In Proceedings of the 19th Interaction Design and Children Conference (IDC’20) [pdf]

2019

• Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen.
  Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional Modeling. In Proceedings of the 27th ACM International Conference on Multimedia (ACM MM’19) [pdf]

2018

• Jia Jia, Suping Zhou, Yufeng Yin, Boya Wu, Wei Chen, Fanbo Meng and Yanfeng Wang.
  Inferring Emotions From Large-scale Internet Voice Data. IEEE Transactions on Multimedia, 2018 (TMM’18) [pdf]

• Suping Zhou, Jia Jia, Qi Wang, Yufei Dong, Yufeng Yin and Kehua Lei.
  Inferring Emotion from Conversational Voice Data: A Semi-supervised Multi-path Generative Neural Network Approach. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI’18) [pdf]