2017:
[1]Li, Xinyu, Yanyi Zhang, Jinayu Zhang, et al.
"Progress Estimation and Phase Detection for Sequential Processes"
In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) and The 2017 acm international joint conference
on pervasive and ubiquitous computing (ubicomp 2017).
[2]Li, Xinyu, Yanyu Zhang, Jinayi Zhang, et al.
"Region-based Activity Recognition Using Conditional GAN"
In ACM SIGMM 25th multimedia conference (ACM MM2017).
[3]Li, Xinyu, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Yue Gu, Richard A. Farneth, Ivan Marsic, and Randall S. Burd.
"3D activity localization with multiple sensors."
In IPSN, pp. 297-298. 2017. (Poster Abstract)
[4]Moliang Zhou, Sen Yang, Xinyu Li, et al.
"Evaluation of Trace Alignment Quality and itsApplication in Medical Process Mining"
In The Fifth IEEE International Conference on Healthcare Informatics (ICHI 2017).
[5]Zhang, Yanyi, Xinyu Li, Jianyu Zhang, Shuhong Chen, Moliang Zhou, Richard A. Farneth, Ivan Marsic, and Randall S. Burd.
"CAR-a deep learning structure for concurrent activity recognition."
In IPSN, pp. 299-300. 2017. (Poster Abstract)
[6]Gu, Yue, Xinyu Li, Shuhong Chen, Jianyu Zhang, and Ivan Marsic.
"Speech Intention Classification with Multimodal Deep Learning."
In Canadian Conference on Artificial Intelligence, pp. 260-271. Springer, Cham, 2017.
[7]Xinyu Li, Yanyi Zhang, Jianyu Zhang, et al.
"Concurrent Activity Recognition with Multimodal CNN-LSTM Structure."
(Pre-print Version)
[8]Xinyu Li, Yanyi Zhang, Ivan Marsic, et al.
"People Tracking And Identification Using Passive RFID and Kinect"
Under Submission.
[9]Sen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Ivan Marsic, Omar Ahmed, Randall S. Burd
"Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM"
IEEE International Conference on Healthcare Informatics (ICHI), 2017
[10]Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
"Process-oriented Iterative Multiple Alignment for Medical Process Mining"
The Fifth Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH), 2017
2016:
[1]Li, Xinyu; Yao, Dongyang; Pan, Xuechao; Johannaman, Jonathan; Yang, JaeWon; Webman, Rachel; Sarcevic, Aleksandra; Marsic, Ivan; Burd, Randall S.
"Activity Recognition For Medical Teamwork Based On Passive RFID"
,RFID (RFID), 2016 IEEE International Conference on, On page(s): 1 - 9. Slide (Best Paper Nominated)
[2]Xinyu Li, Yanyi Zhang, Ivan Marsic, and Randall S. Burd.
"Privacy Preserving Dynamic Room Layout Mapping."
In International Conference on Image and Signal Processing, pp. 61-70. Springer International Publishing, 2016.
[3]Sen Yang, Xin Dong, Moliang Zhou, Xinyu Li, et. al.
"VIT-PLA: Visual Interactive Tool for Process Log Analysis"
In KDD 2016 Workshop on Interactive Data Exploration and Analytics (IDEA 2016).
[4]Xinyu Li, Yanyi Zhang, Mengzhu Li, Ivan Marsic, Randal S. Burd.
"Deep Neural Network for RFID Based Activity Recognition"
In Wireless of the Students, by the Students, and for the Students (S3) Workshop with ACM MobiCom 2016 October 3-7, 2016, New York, NY.
[5]Xinyu Li, Yanyi Zhang, Ivan Marsic, et.al.
"Deep Learning for RFID-Based Activity Recognition"
InThe 14th ACM Conference on Embedded Networked Sensor Systems (SenSys 2016) November 14-16, 2016, Stanford, CA.
[6]Xinyu Li, Yanyi Zhang, Mengzhu Li, Shuhong Chen, Farneth R. Austin, Ivan Marsic, Randal S. Burd.
"Online Process Phase Detection Using Multimodal Deep Learning"
Accepted by The 7th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference New York City, USA 20 - 22 October 2016.
[7]Sen Yang, Moliang Zhou, Rachel Webman, JaeWon Yang, Aleksandra Sarcevic, Ivan Marsic, Randall S Burd
"Duration-Aware Alignment of Process Traces"
Industrial Conference on Data Mining (ICDM), 2016