Grace Ngai

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 42

Top Venues

Publications

Youqian Zhang, Chunxi Yang, Eugene Yujun Fu, Qinhong Jiang, Chen Yan, Sze-Yiu Chau, Grace Ngai, Hong Va Leong, Xiapu Luo, Wenyuan Xu
Understanding Impacts of Electromagnetic Signal Injection Attacks on Object Detection. CoRR (2024)
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 (2023)
Chunxi Yang, Kangzhong Wang, Peter Q. Chen, MK Michael Cheung, Youqian Zhang, Eugene Yujun Fu, Grace Ngai
MultiMediate 2023: Engagement Level Detection using Audio and Video Features. ACM Multimedia (2023)
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) (2023)
Kangzhong Wang, MK Michael Cheung, Youqian Zhang, Chunxi Yang, Peter Q. Chen, Eugene Yujun Fu, Grace Ngai
Unveiling Subtle Cues: Backchannel Detection Using Temporal Multimodal Attention Networks. ACM Multimedia (2023)
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) (2023)
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) (2022)
Kangzhong Wang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong
Identifying Key Learning Factors in Service-Leaning Programs Using Machine Learning. COMPSAC (2022)
Peter H. F. Ng, Jessie F. Y. Kar, Anson Wong, Wai Renee Leung, Kace Lai, Grace Ngai
Implement Virtual Reality Tour in Blended Learning. ICBL (2022)
Grace Ngai
Nurturing Socially Responsible Global Citizens Through Blended Learning: A Journey Through Technology-Enhanced Service-Learning. ICBL (2022)
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)
Shuheng Lin, Kenneth W. K. Lo, Grace Ngai, Stephen C. F. Chan, Artemis M. L. Kuo, Anson C. Wong
Reconceptualizing Online Experiential Learning: Case Study of a Tele-engineering Project. GHTC (2021)
Grace Ngai, Kenneth W. K. Lo, Stephen C. F. Chan, Shuheng Lin
Global STEM Education through e-Service Learning in the Time of COVID-19: A Case Study. GHTC (2021)
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)
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)
Jun Wang, Grace Ngai, Hong Va Leong
Hand-eye Coordination for Textual Difficulty Detection in Text Summarization. ICMI (2020)
Jun Wang, Eugene Yujun Fu, Grace Ngai, Hong Va Leong, Michael Xuelin Huang
Detecting stress from mouse-gaze attraction. SAC (2019)
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)
Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong, Andreas Bulling
Moment-to-Moment Detection of Internal Thought from Eye Vergence Behaviour. CoRR (2019)
Eugene Yujun Fu, Cheuk Yin Wong, Katie T. Y. Lau, Hong Va Leong, Grace Ngai
Your Body Signals Expose Your Fall. iiWAS (2019)
Johnny Chun Yiu Wong, Jun Wang, Eugene Yujun Fu, Hong Va Leong, Grace Ngai
Activity Recognition and Stress Detection via Wristband. MoMM (2019)
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)
Henry C. B. Chan, Hong Va Leong, Grace Ngai
Study TOUR for Computer Science Students. COMPSAC (1) (2019)
Kenneth W. K. Lo, Stephen C. F. Chan, Grace Ngai, John Kalenzi, Phanuel Sindayehaba, Innocent Habiyaremye
From Beneficiary to Community Leader: Capacity Building through a Renewable Energy Project in Rwanda. GHTC (2019)
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) (2018)
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)
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)
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) (2018)
Jun Wang, Michael Xuelin Huang, Grace Ngai, Hong Va Leong
Are you stressed? Your eyes and the mouse can tell. ACII (2017)
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) (2017)
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) (2017)
Kenneth W. K. Lo, Chi Kin Lau, Stephen C. F. Chan, Grace Ngai
When non-engineering students work on an international service-learning engineering project - A case study. GHTC (2017)
Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong
ScreenGlint: Practical, In-situ Gaze Estimation on Smartphones. CHI (2017)
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)
Jiajia Li, Grace Ngai, Hong Va Leong, Stephen Chi-fai Chan
Multimodal human attention detection for reading. SAC (2016)
Michael Xuelin Huang, Jiajia Li, Grace Ngai, Hong Va Leong
StressClick: Sensing Stress from Gaze-Click Patterns. ACM Multimedia (2016)
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) (2016)
Jiajia Li, Grace Ngai, Hong Va Leong, Stephen C. F. Chan
Your Eye Tells How Well You Comprehend. COMPSAC Workshops (2016)
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)
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) (2016)
Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Stephen Chi-fai Chan
Automatic Fight Detection in Surveillance Videos. MoMM (2016)
Kenneth W. K. Lo, Stephen C. F. Chan, Grace Ngai
Using a recycled container to setup a community learning centre in rural Cambodia - A case study. GHTC (2016)
Hong Va Leong, Alvin T. S. Chan, Grace Ngai
Approximate Web Database Snapshots. COMPSAC (2015)
Grace Ngai, Stephen C. F. Chan
How much impact can be made in a week?: Designing Effective International Service Learning Projects for Computing. SIGCSE (2015)
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)
Eugene Yujun Fu, Hong Va Leong, Grace Ngai, Stephen C. F. Chan
Automatic Fight Detection Based on Motion Analysis. ISM (2015)
Tiffany C. K. Kwok, Michael Xuelin Huang, Wai Cheong Tam, Grace Ngai
Emotar: Communicating Feelings through Video Sharing. IUI (2015)
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)
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)
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)
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)
Yuanyuan Wang, Stephen Chi-fai Chan, Grace Ngai, Hong Va Leong
Quantifying Reviewer Credibility in Online Tourism. DEXA (1) (2013)
Kenneth W. K. Lo, Chi Kin Lau, Michael Xuelin Huang, Wai Wa Tang, Grace Ngai, Stephen C. F. Chan
Mobile DJ: a Tangible, Mobile Platform for Active and Collaborative Music Listening. NIME (2013)
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)
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) (2013)
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)
Yuanyuan Wang, Stephen Chi-fai Chan, Grace Ngai
Applicability of Demographic Recommender System to Tourist Attractions: A Case Study on Trip Advisor. Web Intelligence/IAT Workshops (2012)
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)
Michael Xuelin Huang, Will W. W. Tang, Kenneth W. K. Lo, Chi Kin Lau, Grace Ngai, Stephen Chi-fai Chan
MelodicBrush: a cross-modal link between ancient and digital art forms. CHI Extended Abstracts (2012)
Michael Xuelin Huang, Will W. W. Tang, Kenneth W. K. Lo, Chi Kin Lau, Grace Ngai, Stephen Chi-fai Chan
MelodicBrush: a novel system for cross-modal digital art creation linking calligraphy and music. Conference on Designing Interactive Systems (2012)
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)
Cane Wing-ki Leung, Stephen Chi-fai Chan, Fu-Lai Chung, Grace Ngai
A probabilistic rating inference framework for mining user preferences from reviews. World Wide Web 14 (2) (2011)
Grace Ngai, Stephen C. F. Chan, Vincent T. Y. Ng, Joey C. Y. Cheung, Sam S. S. Choy, Winnie W. Y. Lau, Jason T. P. Tse
i*CATch: a scalable plug-n-play wearable computing framework for novices and children. CHI (2010)
Kenneth W. K. Lo, Will W. W. Tang, Grace Ngai, Stephen C. F. Chan, Jason T. P. Tse
Introduction to a Framework for Multi-modal and tangible interaction. SMC (2010)
Jason T. P. Tse, Stephen C. F. Chan, Grace Ngai
An introduction to the multi-modal multi-robot (MuMoMuRo) control system. SMC (2010)
Grace Ngai, Stephen C. F. Chan, Joey C. Y. Cheung, Winnie W. Y. Lau
Deploying a Wearable Computing Platform for Computing Education. IEEE Trans. Learn. Technol. 3 (1) (2010)
Grace Ngai, Stephen C. F. Chan, Joey C. Y. Cheung, Winnie W. Y. Lau
The TeeBoard: an education-friendly construction platform for e-textiles and wearable computing. CHI (2009)
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) (2009)
Grace Ngai, Stephen C. F. Chan, Winnie W. Y. Lau, Joey C. Y. Cheung
A framework for collaborative eTextiles design - An introduction to Co-eTex. CSCWD (2009)
Joey C. Y. Cheung, Grace Ngai, Stephen C. F. Chan, Winnie W. Y. Lau
Filling the gap in programming instruction: a text-enhanced graphical programming environment for junior high students. SIGCSE (2009)
Grace Ngai, Stephen C. F. Chan, Joey C. Y. Cheung, Winnie W. Y. Lau
An education-friendly construction platform for wearable computing. CHI Extended Abstracts (2009)
Jason T. P. Tse, Stephen C. F. Chan, Grace Ngai, Joey C. Y. Cheung, Vincent T. Y. Ng
Dynamic collaborative robotic platform - A brief introduction. CSCWD (2009)
Winnie W. Y. Lau, Grace Ngai, Stephen C. F. Chan, Joey C. Y. Cheung
Learning programming through fashion and design: a pilot summer course in wearable computing for middle school students. SIGCSE (2009)
Yongjie Zheng, Alvin T. S. Chan, Grace Ngai
Applying Coordination for Service Adaptation in Mobile Computing. IEEE Internet Comput. 10 (5) (2006)
Chi-Shing Wang, Grace Ngai
A Clustering Approach for Unsupervised Chinese Coreference Resolution. SIGHAN@COLING/ACL (2006)
Yongjie Zheng, Alvin T. S. Chan, Grace Ngai
MCL: a MobiGATE coordination language for highly adaptive and reconfigurable mobile middleware. Softw. Pract. Exp. 36 (11-12) (2006)
Pascale Fung, Grace Ngai
One story, one flow: Hidden Markov Story Models for multilingual multidocument summarization. ACM Trans. Speech Lang. Process. 3 (2) (2006)
Marine Carpuat, Pascale Fung, Grace Ngai
Aligning word senses using bilingual corpora. ACM Trans. Asian Lang. Inf. Process. 5 (2) (2006)
Dekai Wu, Grace Ngai, Marine Carpuat
Raising the Bar: Stacked Conservative Error Correction Beyond Boosting. LREC (2004)
Grace Ngai, Dekai Wu, Marine Carpuat, Chi-Shing Wang, Chi-Yung Wang
Semantic role labeling with Boosting, SVMs, Maximum Entropy, SNOW, and Decision Lists. SENSEVAL@ACL (2004)
Pascale Fung, Grace Ngai, Yongsheng Yang, Benfeng Chen
A maximum-entropy chinese parser augmented by transformation-based learning. ACM Trans. Asian Lang. Inf. Process. 3 (2) (2004)
Dekai Wu, Grace Ngai, Marine Carpuat
Why Nitpicking Works: Evidence for Occam's Razor in Error Correctors. COLING (2004)
Dekai Wu, Grace Ngai, Marine Carpuat
NTPC: N-fold Templated Piped Correction. IJCNLP (2004)
Richard Wicentowski, Grace Ngai, Dekai Wu, Marine Carpuat, Emily Thomforde, Adrian Packel
Joining forces to resolve lexical ambiguity: East meets West in Barcelona. SENSEVAL@ACL (2004)
Dekai Wu, Grace Ngai, Marine Carpuat
A Stacked, Voted, Stacked Model for Named Entity Recognition. CoNLL (2003)
Dekai Wu, Grace Ngai, Marine Carpuat, Jeppe Larsen, Yongsheng Yang
Boosting for Named Entity Recognition. CoNLL (2002)
Grace Ngai, Marine Carpuat, Pascale Fung
Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment. COLING (2002)
David Yarowsky, Grace Ngai, Richard Wicentowski
Inducing Multilingual Text Analysis Tools via Robust Projection across Aligned Corpora. HLT (2001)
Radu Florian, Grace Ngai
Multidimensional Transformation-Based Learning CoRR (2001)
David Yarowsky, Grace Ngai
Inducing Multilingual POS Taggers and NP Bracketers via Robust Projection Across Aligned Corpora. NAACL (2001)
Eric Brill, Grace Ngai
Man [and Woman] vs. Machine: A Case Study in Base Noun Phrase Learning CoRR (2001)
Radu Florian, Grace Ngai
Multidimensional transformation-based learning. CoNLL (2001)
Radu Florian, John C. Henderson, Grace Ngai
Coaxing Confidences from an Old Friend: Probabilistic Classifications from Transformation Rule Lists CoRR (2001)
Grace Ngai, David Yarowsky
Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking CoRR (2001)
Grace Ngai, Radu Florian
Transformation-Based Learning in the Fast Lane CoRR (2001)
Grace Ngai, Radu Florian
Transformation Based Learning in the Fast Lane. NAACL (2001)
Eric Brill, John C. Henderson, Grace Ngai
Automatic Grammar Induction: Combining, Reducing and Doing Nothing. IWPT (2000)
Radu Florian, John C. Henderson, Grace Ngai
Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists. EMNLP (2000)
Grace Ngai, David Yarowsky
Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking. ACL (2000)
Eric Brill, Grace Ngai
Man* vs. Machine: A Case Study in Base Noun Phrase Learning. ACL (1999)

Grace Ngai.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Grace Ngai