| 2015 | HCI | Identifying Appraisal Expressions of Online Reviews in Chinese. | Pei Yin, Hongwei Wang, Wei Wang |
| 2010 | ICPR | American Sign Language Phrase Verification in an Educational Game for Deaf Children. | Zahoor Zafrulla, Helene Brashear, Pei Yin, Peter Presti, Thad Starner, Harley Hamilton |
| 2009 | ICASSP | Learning the basic units in American Sign Language using discriminative segmental feature selection. | Pei Yin, Thad Starner, Harley Hamilton, Irfan A. Essa, James M. Rehg |
| 2008 | ICASSP | Discriminative feature selection for hidden Markov models using Segmental Boosting. | Pei Yin, Irfan A. Essa, Thad Starner, James M. Rehg |
| 2007 | CVPR | Tree-based Classifiers for Bilayer Video Segmentation. | Pei Yin, Antonio Criminisi, John M. Winn, Irfan A. Essa |
| 2006 | MMSP | Boosting-Based Multimodal Speaker Detection for Distributed Meetings. | Cha Zhang, Pei Yin, Yong Rui, Ross Cutler, Paul A. Viola |
| 2004 | CVPR | Asymmetrically Boosted HMM for Speech Reading. | Pei Yin, Irfan A. Essa, James M. Rehg |
| 2002 | ICIP | Efficient video text recognition using multiple frame integration. | Xian-Sheng Hua, Pei Yin, HongJiang Zhang |