I am a Ph.D. candidate at the University of Melbourne, under the supervision of Dr. Tilman Dingler, Dr. Greg Wadley, and Dr. Jorge Goncalves.
My research focuses on Affective Computing, Human-Computer Interaction, and Deep Learning.
November 15, 2022
My thesis "Multimodal Emotion Recognition using Mobile Devices" has now been placed in the University's digital repository, Minerva Access.
November 5, 2022
My paper "Survey on Emotion Sensing using Mobile Devices" has been accepted by IEEE Transactions on Affective Computing !
May 5, 2022
Our paper "Hand Hygiene Quality Assessment using Image-to-Image Translation" has been accepted by MICCAI 2022 !
April 12, 2022
Our paper "A System for Computational Assessment of Hand Hygiene Techniques" has been accepted by Journal of Medical Systems !
April 6, 2022
My paper "Mobile Emotion Recognition via Multiple Physiological Signals using Convolution-augmented Transformer" has been accepted by ICMR 2022 !
March 3, 2022
My paper "Addressing the Limited Scale of Training Data in Physiological Signals-based Mobile Emotion Research" has been accepted by CHI workshop 2022 !
October 5, 2021
Our paper "Electronic Monitoring Systems for Hand Hygiene: Systematic Review of Technology" has been accepted by Journal of Medical Internet Research !
July 26, 2021
My paper "Behavioral and Physiological Signals-Based Deep Multimodal Approach for Mobile Emotion Recognition" has been accepted by IEEE Transactions on Affective Computing !
June 8, 2020
My paper "Benchmarking Commercial Emotion Detection Systems using Realistic Distortions of Facial Image Datasets" has been accepted by The Visual Computer !
December 14, 2019
Our paper "Does Smartphone Use Drive our Emotions or vice versa? A Causal Analysis" has been accepted by CHI 2020 !
April 15, 2019
Start my Ph.D. study at the University of Melbourne.
October 1, 2018
Start my internship at Samsung Research America (SRA) with SRA-AIC AI lab.
July 3, 2018
I will present our paper "Hybrid Attention based Multimodal Network for Spoken Language Classification" at COLING 2018 !
July 1, 2018
Our paper "Human Conversation Analysis Using Attentive Multimodal Networks with Hierarchical Encoder-Decoder" has been accepted as an oral presentation by ACM Multimedia 2018 ! (8.5% acceptance rate)
June 28, 2018
Our paper "Hybrid Attention based Multimodal Network for Spoken Language Classification" has been accepted as an oral presentation by COLING 2018 !
May 16, 2018
Our paper "Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment" has been accepted as an oral presentation by ACL 2018 !
kangning.yang [AT] student.unimelb.edu.au
School of Computing and Information Systems
Level 5, Melbourne Connect Building
University of Melbourne, Carlton VIC 3053