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Grace Ngai
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Publications
- 2023
- [j19]Jun Wang, Chunxi Yang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong:
Is your mouse attracted by your eyes: Non-intrusive stress detection in off-the-shelf desktop environments. Eng. Appl. Artif. Intell. 123(Part C): 106495 (2023) - [j18]Eugene Yujun Fu, Grace Ngai, Hong Va Leong, Stephen C. F. Chan, Daniel T. L. Shek:
Using attention-based neural networks for predicting student learning outcomes in service-learning. Educ. Inf. Technol. 28(10): 13763-13789 (2023) - [j17]Wai Cheong Tam, Eugene Yujun Fu, Jiajia Li, Richard Peacock, Paul A. Reneke, Grace Ngai, Hong Va Leong, Thomas Cleary, Michael Xuelin Huang:
Real-time flashover prediction model for multi-compartment building structures using attention based recurrent neural networks. Expert Syst. Appl. 223: 119899 (2023) - 2022
- [j16]Jun Wang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong:
Investigating Differences in Gaze and Typing Behavior Across Writing Genres. Int. J. Hum. Comput. Interact. 38(6): 541-561 (2022) - [c73]Kangzhong Wang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong:
Identifying Key Learning Factors in Service-Leaning Programs Using Machine Learning. COMPSAC 2022: 1312-1317 - 2021
- [c70]Eugene Yujun Fu, Wai Cheong Tam, Jun Wang, Richard Peacock, Paul A. Reneke, Grace Ngai, Hong Va Leong, Thomas Cleary:
Predicting Flashover Occurrence using Surrogate Temperature Data. AAAI 2021: 14785-14794 - 2020
- [c67]Jun Wang, Grace Ngai, Hong Va Leong:
Hand-eye Coordination for Textual Difficulty Detection in Text Summarization. ICMI 2020: 269-277 - [c66]Eugene Yujun Fu, Zhongqi Yang, Hong Va Leong, Grace Ngai, Chi-Wai Do, Lily Chan:
Exploiting Active Learning in Novel Refractive Error Detection with Smartphones. ACM Multimedia 2020: 2775-2783 - [c65]Zhongqi Yang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong, Chi-Wai Do, Lily Chan:
Screening for refractive error with low-quality smartphone images. MoMM 2020: 119-128 - 2019
- [c64]Henry C. B. Chan, Hong Va Leong, Grace Ngai:
Study TOUR for Computer Science Students. COMPSAC (1) 2019: 242-251 - [c63]Jun Wang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong:
Investigating Differences in Gaze and Typing Behavior Across Age Groups and Writing Genres. COMPSAC (1) 2019: 622-629 - [c61]Eugene Yujun Fu, Cheuk Yin Wong, Katie T. Y. Lau, Hong Va Leong, Grace Ngai:
Your Body Signals Expose Your Fall. iiWAS 2019: 689-693 - [c60]Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong, Andreas Bulling:
Moment-to-Moment Detection of Internal Thought during Video Viewing from Eye Vergence Behavior. ACM Multimedia 2019: 2254-2262 - [c59]Johnny Chun Yiu Wong, Jun Wang, Eugene Yujun Fu, Hong Va Leong, Grace Ngai:
Activity Recognition and Stress Detection via Wristband. MoMM 2019: 102-106 - [c58]Jun Wang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong, Michael Xuelin Huang:
Detecting stress from mouse-gaze attraction. SAC 2019: 692-700 - [i6]Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong, Andreas Bulling:
Moment-to-Moment Detection of Internal Thought from Eye Vergence Behaviour. CoRR abs/1901.06572 (2019) - 2018
- [j15]Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong:
Quick Bootstrapping of a Personalized Gaze Model from Real-Use Interactions. ACM Trans. Intell. Syst. Technol. 9(4): 43:1-43:25 (2018) - [j14]Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong, Kien A. Hua:
Fast-PADMA: Rapidly Adapting Facial Affect Model From Similar Individuals. IEEE Trans. Multim. 20(7): 1901-1915 (2018) - [c57]Tiffany C. K. Kwok, Eugene Yujun Fu, Erin You Wu, Michael Xuelin Huang, Grace Ngai, Hong Va Leong:
Every Little Movement Has a Meaning of Its Own: Using Past Mouse Movements to Predict the Next Interaction. IUI 2018: 397-401 - [c56]Eugene Yujun Fu, Michael Xuelin Huang, Hong Va Leong, Grace Ngai:
Cross-Species Learning: A Low-Cost Approach to Learning Human Fight from Animal Fight. ACM Multimedia 2018: 320-327 - 2017
- [j13]Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Stephen C. F. Chan:
Automatic fight detection in surveillance videos. Int. J. Pervasive Comput. Commun. 13(2): 130-156 (2017) - [j12]Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Michael Xuelin Huang, Stephen C. F. Chan:
Physiological mouse: toward an emotion-aware mouse. Univers. Access Inf. Soc. 16(2): 365-379 (2017) - [c55]Jun Wang, Michael Xuelin Huang, Grace Ngai, Hong Va Leong:
Are you stressed? Your eyes and the mouse can tell. ACII 2017: 222-228 - [c54]Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong:
ScreenGlint: Practical, In-situ Gaze Estimation on Smartphones. CHI 2017: 2546-2557 - [c53]Eugene Yujun Fu, Tiffany C. K. Kwok, Erin You Wu, Hong Va Leong, Grace Ngai, Stephen C. F. Chan:
Your Mouse Reveals Your Next Activity: Towards Predicting User Intention from Mouse Interaction. COMPSAC (1) 2017: 869-874 - 2016
- [j11]Yuanyuan Wang, Stephen Chi-fai Chan, Hong Va Leong, Grace Ngai, Norman Au:
Multi-dimension reviewer credibility quantification across diverse travel communities. Knowl. Inf. Syst. 49(3): 1071-1096 (2016) - [j10]Michael Xuelin Huang, Grace Ngai, Kien A. Hua, Stephen C. F. Chan, Hong Va Leong:
Identifying User-Specific Facial Affects from Spontaneous Expressions with Minimal Annotation. IEEE Trans. Affect. Comput. 7(4): 360-373 (2016) - [c51]Michael Xuelin Huang, Tiffany C. K. Kwok, Grace Ngai, Stephen C. F. Chan, Hong Va Leong:
Building a Personalized, Auto-Calibrating Eye Tracker from User Interactions. CHI 2016: 5169-5179 - [c50]Jiajia Li, Grace Ngai, Hong Va Leong, Stephen C. F. Chan:
Your Eye Tells How Well You Comprehend. COMPSAC Workshops 2016: 503-508 - [c48]Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong:
StressClick: Sensing Stress from Gaze-Click Patterns. ACM Multimedia 2016: 1395-1404 - [c47]Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Stephen Chi-fai Chan:
Automatic Fight Detection in Surveillance Videos. MoMM 2016: 225-234 - [c46]Jiajia Li, Grace Ngai, Hong Va Leong, Stephen Chi-fai Chan:
Multimodal human attention detection for reading. SAC 2016: 187-192 - 2015
- [c45]Hong Va Leong, Alvin T. S. Chan, Grace Ngai:
Approximate Web Database Snapshots. COMPSAC 2015: 367-376 - [c44]Tiffany C. K. Kwok, Naomi C. M. Shum, Grace Ngai, Hong Va Leong, Grace Amy Tseng, Hoi-yi Choi, Ka-yan Mak, Chi-Wai Do:
Democratizing Optometric Care: A Vision-Based, Data-Driven Approach to Automatic Refractive Error Measurement for Vision Screening. ISM 2015: 7-12 - [c43]Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Stephen C. F. Chan:
Automatic Fight Detection Based on Motion Analysis. ISM 2015: 57-60 - 2014
- [c40]Will W. W. Tang, Hong Va Leong, Grace Ngai, Stephen C. F. Chan:
Detecting handwriting errors with visual feedback in early childhood for Chinese characters. IDC 2014: 273-276 - [c39]Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Michael Xuelin Huang, Stephen C. F. Chan:
Physiological Mouse: Towards an Emotion-Aware Mouse. COMPSAC Workshops 2014: 258-263 - [c38]Jiajia Li, Grace Ngai, Stephen Chi-fai Chan, Kien A. Hua, Hong Va Leong, Alvin T. S. Chan:
From Writing to Painting: A Kinect-Based Cross-Modal Chinese Painting Generation System. ACM Multimedia 2014: 57-66 - [c37]Michael Xuelin Huang, Tiffany C. K. Kwok, Grace Ngai, Hong Va Leong, Stephen C. F. Chan:
Building a Self-Learning Eye Gaze Model from User Interaction Data. ACM Multimedia 2014: 1017-1020 - 2013
- [j9]Grace Ngai, Stephen C. F. Chan, Hong Va Leong, Vincent T. Y. Ng:
Designing i*CATch: A multipurpose, education-friendly construction kit for physical and wearable computing. ACM Trans. Comput. Educ. 13(2): 7:1-7:30 (2013) - [c36]Yuanyuan Wang, Stephen Chi-fai Chan, Grace Ngai, Hong Va Leong:
Quantifying Reviewer Credibility in Online Tourism. DEXA (1) 2013: 381-395 - [c35]Will W. W. Tang, Stephen C. F. Chan, Grace Ngai, Hong Va Leong:
Computer Assisted Melo-rhythmic Generation of Traditional Chinese Music from Ink Brush Calligraphy. NIME 2013: 84-89 - [c33]Kenneth W. K. Lo, Will W. W. Tang, Grace Ngai, Alvin T. S. Chan, Hong Va Leong, Stephen C. F. Chan:
i*Chameleon: a platform for developing multimodal application with comprehensive development cycle. SAC 2013: 1103-1108 - 2012
- [c29]Kenneth W. K. Lo, Wai Wa Tang, Hong Va Leong, Alvin T. S. Chan, Stephen Chi-fai Chan, Grace Ngai:
i∗Chameleon: A unified web service framework for integrating multimodal interaction devices. PerCom Workshops 2012: 106-111 - 2011
- [c28]Wai Wa Tang, Kenneth W. K. Lo, Alvin T. S. Chan, Stephen Chi-fai Chan, Hong Va Leong, Grace Ngai:
i*Chameleon: a scalable and extensible framework for multimodal interaction. CHI Extended Abstracts 2011: 305-310 - 2009
- [j6]Grace Ngai, Winnie W. Y. Lau, Stephen C. F. Chan, Hong Va Leong:
On the implementation of self-assessment in an introductory programming course. ACM SIGCSE Bull. 41(4): 85-89 (2009)
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