My name is Xinyu Li (李新煜)
I am an applied scientist @ Amazon AI.
I Previously worked in Multimedia Lab @ Rutgers University, my supervisor was Professor Ivan Marsic.
My research includes deep learning based activity recognition, sensor network and process mining
Please check my new website.
This site will no-longer be updated.
July 2019
Our paper "Directional Temporal Modeling for Action Recognition" is accepted as spotlight paper by ECCV 2020.
July 2019
One paper accepted by ACM MM 2019
June 2019
Two papers accepted by InterSpeech 2019.
--------------------------------------------- 2018 ----------------------------------------------------
July 1, 2018
Our paper "Human Conversation Analysis Using Attentive Multimodal Networks with Hierarchical Encoder-Decoder" has been accepted by ACM Multimedia 2018 as ORAL presentation (8.5%)!
May 16, 2018
Our paper "Hybrid Attention based Multimodal Network for Spoken Language Understanding" has been accepted by COLING 2018!
April 20, 2018
Our paper "Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment" has been accepted by ACL 2018!
Feb 14, 2018
I have defended my PhD thesis and will be working with Amazon AI.
--------------------------------------------- 2017 ----------------------------------------------------
September 6, 2017
Our paper "Process Progress Estimation and Phase Detection for Sequential Processes" is selected for discussion at Ubicomp 2017!
July 2, 2017
My paper "Region-based Activity Recognition Using Conditional GAN" is accepted by ACM Multimedia 2017.
June 26, 2017
I received the SIGCHI Student Travel Grant ($1800) to support my travel to UbiComp 2017!
June 26, 2017
My paper "Process Progress Estimation and Phase Detection for Sequential Processes" is accepted by IMWUT and will appear on Sep Issue.
I am going to give oral presentation of my work at UbiComp 2017.
June 25, 2017
2 Papers accepted by ICHI 2017
May, 31, 2017
Started my Intern @ Amazon as ML scientist!
Feb, 10, 2017
I got 2 posters accepted by IPSN 2017.
--------------------------------------------- 2016 ----------------------------------------------------
Dec, 15, 2016
I got ECE PhD Research Excellence Award.
Sep, 2, 2016
I got the school of engineering conference travel award (2016 July).
Aug, 31, 2016
Paper "Online Process Phase Detection Using Multimodal Deep Learning" is accepted by IEEE UEMCON 2016, I will give an oral presentation.
July, 18, 2016
Paper "Deep Learning for RFID-Based Activity Recognition" is accepted by Sensys 2016.
June, 24, 2016
Paper "Deep Neural Network for RFID Based Activity Recognition" is submitted to ACM S3 workshop.
June, 22, 2016
Paper "VIT-PLA: Visual Interactive Tool for Process Log Analysis" is accepted, I am the co-author of the paper.
May, 4, 2016
I got the IEEE student travel grant to support my travel to IEEE RFID 2016.
April, 16, 2016
My paper "Activity Recognition for Medical Teamwork Based on Passive RFID" is nominated for best paper award in IEEE RFID 2016 conference. Details
March, 16, 2016
My paper "Privacy preserving dynamic room layout mapping" is accepted.