RESEARCH INTERESTS
Machine Learning
-
Multimodal Machine Learning
-
Deep Learning
-
Interpretable Machine Learning
-
Representation Learning
-
Multi-task Learning
-
Time Series Modeling
Computer Vision
-
Face and Gesture Recognition
-
Semantic Segmentation
-
Event Recognition
Affective Computing
-
Automatic Analysis and Recognition of Multimodal Social Signals
-
Synthesis of Human Affect
-
Analyzing and Predicting Affective Response to Multimedia
-
Socially Intelligent Agents
PROFESSIONAL SERVICES
• Associate Chair and Reviewer, ACM CHI Conference on Human Factors in Computing Systems (CHI), 2020-2021
• Reviewer, IEEE Virtual Reality, 2021
• Reviewer, CHI PLAY, 2021
• Reviewer, International Conference on Intelligent User Interfaces, 2021
• Reviewer, ACM Symposium on Eye Tracking Research & Applications 2021
• Program Committee, IEEE International Conference on Automatic Face and Gesture Recognition, 2017-2020
• Program Committee, The International AAAI Conference on Web and Social Media (ICWSM), 2020
• Reviewer, IEEE Transactions on Affective Computing, 2018-2020
• Reviewer, ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), 2020
• Reviewer, Annual Meeting of the Cognitive Science Society, 2020 -2021
• Program Committee, AI Track and scholarship, Grace Hopper Celebration of Women in Computing (GHC), 2019-2020
• Reviewer, International Conference on Affective Computing and Intelligent Interaction, 2019
• Reviewer, ACM International Conference on Multimodal Interaction (ICMI), 2016
TALKS AND PRESENTATIONS
-
Machine Learning for Social Signal Processing
Guest Speaker, School of Management ,University of California, Davis, CA, May, 2020
-
Artificial Social Intelligence for Human Centric Systems
Microsoft Research, Redmond, WA, December, 2017
-
Artificial Social Intelligence for Human Centric Systems
Columbia University, New York, NY, November, 2017
-
Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions
The 7th Affective Computing and Intelligent Interaction, San Antonio, Texas, 2017
-
Interactive GAN: Interactive generative adversarial networks for generation of facial expressions in dyadic interactions
Educational Testing Service (ETS), August 2017
-
Artificial Social Intelligence: A Visual Perspective
Doctoral Consortium, The 12th International Conference on Automatic Face and Gesture Recognition, Washington, DC, 2017
-
Exceptionally Social: Design of an Avatar-Mediated Interactive System for Promoting Social Skills in Children with Autism
Poster presentation, Conference on Human Factors in Computing Systems, Denver, Colorado, 2017
-
Hands-on: Context-driven Hand Gesture Recognition for Automatic Recognition of Curiosity
Poster presentation, CHI Workshop: Designing for Curiosity, Denver, Colorado, 2017
-
The Future Belongs to the Curious: Towards Automatic Understanding and Recognition of Curiosity in Children
The 5th Workshop on Child Computer Interaction, San Francisco, California, 2016
-
Towards a Comprehensive Computational Model for Aesthetic Assessment of Videos
The 21st ACM International Conference on Multimedia, Barcelona, Spain, 2013