Man* vs. Machine: A Case Study in Base Noun Phrase Learning. - Eric Brill; Grace Ngai (ACL, 1999)

Dynamic User Model Construction with Bayesian Networks for Intelligent Information Queries. - Eugene Santos Jr.; Scott M. Brown; Moises Lejter; Grace Ngai; Sheila B. Banks; Martin R. Stytz (FLAIRS, 1999)

Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking. - Grace Ngai; David Yarowsky (ACL, 2000)

Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists. - Radu Florian; John C. Henderson; Grace Ngai (EMNLP, 2000)

Automatic Grammar Induction: Combining, Reducing and Doing Nothing. - Eric Brill; John C. Henderson; Grace Ngai (IWPT, 2000)

Multidimensional transformation-based learning. - Radu Florian; Grace Ngai (CoNLL, 2001)

Transformation Based Learning in the Fast Lane. - Grace Ngai; Radu Florian (NAACL, 2001)

Inducing Multilingual POS Taggers and NP Bracketers via Robust Projection Across Aligned Corpora. - David Yarowsky; Grace Ngai (NAACL, 2001)

Inducing Multilingual Text Analysis Tools via Robust Projection across Aligned Corpora. - David Yarowsky; Grace Ngai; Richard Wicentowski (HLT, 2001)

Coaxing Confidences from an Old Friend: Probabilistic Classifications from Transformation Rule Lists - Radu Florian; John C. Henderson; Grace Ngai (CoRR, 2001)

Man [and Woman] vs. Machine: A Case Study in Base Noun Phrase Learning - Eric Brill; Grace Ngai (CoRR, 2001)

Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment. - Grace Ngai; Marine Carpuat; Pascale Fung (COLING, 2002)

Boosting for Named Entity Recognition. - Dekai Wu; Grace Ngai; Marine Carpuat; Jeppe Larsen; Yongsheng Yang (CoNLL, 2002)

A Stacked, Voted, Stacked Model for Named Entity Recognition. - Dekai Wu; Grace Ngai; Marine Carpuat (CoNLL, 2003)

Why Nitpicking Works: Evidence for Occam's Razor in Error Correctors. - Dekai Wu; Grace Ngai; Marine Carpuat (COLING, 2004)

NTPC: N-fold Templated Piped Correction. - Dekai Wu; Grace Ngai; Marine Carpuat (IJCNLP, 2004)

Raising the Bar: Stacked Conservative Error Correction Beyond Boosting. - Dekai Wu; Grace Ngai; Marine Carpuat (LREC, 2004)

Semantic role labeling with Boosting, SVMs, Maximum Entropy, SNOW, and Decision Lists. - Grace Ngai; Dekai Wu; Marine Carpuat; Chi-Shing Wang; Chi-Yung Wang (SENSEVAL@ACL, 2004)

Joining forces to resolve lexical ambiguity: East meets West in Barcelona. - Richard Wicentowski; Grace Ngai; Dekai Wu; Marine Carpuat; Emily Thomforde; Adrian Packel (SENSEVAL@ACL, 2004)

A maximum-entropy chinese parser augmented by transformation-based learning. - Pascale Fung; Grace Ngai; Yongsheng Yang; Benfeng Chen (ACM Trans. Asian Lang. Inf. Process., 2004)

A Clustering Approach for Unsupervised Chinese Coreference Resolution. - Chi-Shing Wang; Grace Ngai (SIGHAN@COLING/ACL, 2006)

Applying Coordination for Service Adaptation in Mobile Computing. - Yongjie Zheng; Alvin T. S. Chan; Grace Ngai (IEEE Internet Comput., 2006)

MCL: a MobiGATE coordination language for highly adaptive and reconfigurable mobile middleware. - Yongjie Zheng; Alvin T. S. Chan; Grace Ngai (Softw. Pract. Exp., 2006)

Aligning word senses using bilingual corpora. - Marine Carpuat; Pascale Fung; Grace Ngai (ACM Trans. Asian Lang. Inf. Process., 2006)

One story, one flow: Hidden Markov Story Models for multilingual multidocument summarization. - Pascale Fung; Grace Ngai (ACM Trans. Speech Lang. Process., 2006)

The TeeBoard: an education-friendly construction platform for e-textiles and wearable computing. - Grace Ngai; Stephen C. F. Chan; Joey C. Y. Cheung; Winnie W. Y. Lau (CHI, 2009)

An education-friendly construction platform for wearable computing. - Grace Ngai; Stephen C. F. Chan; Joey C. Y. Cheung; Winnie W. Y. Lau (CHI Extended Abstracts, 2009)

A framework for collaborative eTextiles design - An introduction to Co-eTex. - Grace Ngai; Stephen C. F. Chan; Winnie W. Y. Lau; Joey C. Y. Cheung (CSCWD, 2009)

Dynamic collaborative robotic platform - A brief introduction. - Jason T. P. Tse; Stephen C. F. Chan; Grace Ngai; Joey C. Y. Cheung; Vincent T. Y. Ng (CSCWD, 2009)

Filling the gap in programming instruction: a text-enhanced graphical programming environment for junior high students. - Joey C. Y. Cheung; Grace Ngai; Stephen C. F. Chan; Winnie W. Y. Lau (SIGCSE, 2009)

Learning programming through fashion and design: a pilot summer course in wearable computing for middle school students. - Winnie W. Y. Lau; Grace Ngai; Stephen C. F. Chan; Joey C. Y. Cheung (SIGCSE, 2009)

On the implementation of self-assessment in an introductory programming course. - Grace Ngai; Winnie W. Y. Lau; Stephen C. F. Chan; Hong Va Leong (ACM SIGCSE Bull., 2009)

i*CATch: a scalable plug-n-play wearable computing framework for novices and children. - 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 (CHI, 2010)

Introduction to a Framework for Multi-modal and tangible interaction. - Kenneth W. K. Lo; Will W. W. Tang; Grace Ngai; Stephen C. F. Chan; Jason T. P. Tse (SMC, 2010)

An introduction to the multi-modal multi-robot (MuMoMuRo) control system. - Jason T. P. Tse; Stephen C. F. Chan; Grace Ngai (SMC, 2010)

Deploying a Wearable Computing Platform for Computing Education. - Grace Ngai; Stephen C. F. Chan; Joey C. Y. Cheung; Winnie W. Y. Lau (IEEE Trans. Learn. Technol., 2010)

i*Chameleon: a scalable and extensible framework for multimodal interaction. - Wai Wa Tang; Kenneth W. K. Lo; Alvin T. S. Chan; Stephen Chi-fai Chan; Hong Va Leong; Grace Ngai (CHI Extended Abstracts, 2011)

A probabilistic rating inference framework for mining user preferences from reviews. - Cane Wing-ki Leung; Stephen Chi-fai Chan; Fu-Lai Chung; Grace Ngai (World Wide Web, 2011)

MelodicBrush: a novel system for cross-modal digital art creation linking calligraphy and music. - Michael Xuelin Huang; Will W. W. Tang; Kenneth W. K. Lo; Chi Kin Lau; Grace Ngai; Stephen Chi-fai Chan (Conference on Designing Interactive Systems, 2012)

MelodicBrush: a cross-modal link between ancient and digital art forms. - Michael Xuelin Huang; Will W. W. Tang; Kenneth W. K. Lo; Chi Kin Lau; Grace Ngai; Stephen Chi-fai Chan (CHI Extended Abstracts, 2012)

Applicability of Demographic Recommender System to Tourist Attractions: A Case Study on Trip Advisor. - Yuanyuan Wang; Stephen Chi-fai Chan; Grace Ngai (Web Intelligence/IAT Workshops, 2012)

i∗Chameleon: A unified web service framework for integrating multimodal interaction devices. - Kenneth W. K. Lo; Wai Wa Tang; Hong Va Leong; Alvin T. S. Chan; Stephen Chi-fai Chan; Grace Ngai (PerCom Workshops, 2012)

Quantifying Reviewer Credibility in Online Tourism. - Yuanyuan Wang; Stephen Chi-fai Chan; Grace Ngai; Hong Va Leong (DEXA (1), 2013)

Mobile DJ: a Tangible, Mobile Platform for Active and Collaborative Music Listening. - Kenneth W. K. Lo; Chi Kin Lau; Michael Xuelin Huang; Wai Wa Tang; Grace Ngai; Stephen C. F. Chan (NIME, 2013)

Computer Assisted Melo-rhythmic Generation of Traditional Chinese Music from Ink Brush Calligraphy. - Will W. W. Tang; Stephen C. F. Chan; Grace Ngai; Hong Va Leong (NIME, 2013)

i*Chameleon: a platform for developing multimodal application with comprehensive development cycle. - Kenneth W. K. Lo; Will W. W. Tang; Grace Ngai; Alvin T. S. Chan; Hong Va Leong; Stephen C. F. Chan (SAC, 2013)

Designing i*CATch: A multipurpose, education-friendly construction kit for physical and wearable computing. - Grace Ngai; Stephen C. F. Chan; Hong Va Leong; Vincent T. Y. Ng (ACM Trans. Comput. Educ., 2013)

Detecting handwriting errors with visual feedback in early childhood for Chinese characters. - Will W. W. Tang; Hong Va Leong; Grace Ngai; Stephen C. F. Chan (IDC, 2014)

Physiological Mouse: Towards an Emotion-Aware Mouse. - Eugene Yujun Fu; Hong Va Leong; Grace Ngai; Michael Xuelin Huang; Stephen C. F. Chan (COMPSAC Workshops, 2014)

Building a Self-Learning Eye Gaze Model from User Interaction Data. - Michael Xuelin Huang; Tiffany C. K. Kwok; Grace Ngai; Hong Va Leong; Stephen C. F. Chan (ACM Multimedia, 2014)

From Writing to Painting: A Kinect-Based Cross-Modal Chinese Painting Generation System. - Jiajia Li; Grace Ngai; Stephen Chi-fai Chan; Kien A. Hua; Hong Va Leong; Alvin T. S. Chan (ACM Multimedia, 2014)

Approximate Web Database Snapshots. - Hong Va Leong; Alvin T. S. Chan; Grace Ngai (COMPSAC, 2015)

Automatic Fight Detection Based on Motion Analysis. - Eugene Yujun Fu; Hong Va Leong; Grace Ngai; Stephen C. F. Chan (ISM, 2015)

Democratizing Optometric Care: A Vision-Based, Data-Driven Approach to Automatic Refractive Error Measurement for Vision Screening. - 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 (ISM, 2015)

Emotar: Communicating Feelings through Video Sharing. - Tiffany C. K. Kwok; Michael Xuelin Huang; Wai Cheong Tam; Grace Ngai (IUI, 2015)

How much impact can be made in a week?: Designing Effective International Service Learning Projects for Computing. - Grace Ngai; Stephen C. F. Chan (SIGCSE, 2015)

Building a Personalized, Auto-Calibrating Eye Tracker from User Interactions. - Michael Xuelin Huang; Tiffany C. K. Kwok; Grace Ngai; Stephen C. F. Chan; Hong Va Leong (CHI, 2016)

Your Eye Tells How Well You Comprehend. - Jiajia Li; Grace Ngai; Hong Va Leong; Stephen C. F. Chan (COMPSAC Workshops, 2016)

Using a recycled container to setup a community learning centre in rural Cambodia - A case study. - Kenneth W. K. Lo; Stephen C. F. Chan; Grace Ngai (GHTC, 2016)

StressClick: Sensing Stress from Gaze-Click Patterns. - Michael Xuelin Huang; Jiajia Li; Grace Ngai; Hong Va Leong (ACM Multimedia, 2016)

Multimodal human attention detection for reading. - Jiajia Li; Grace Ngai; Hong Va Leong; Stephen Chi-fai Chan (SAC, 2016)

Multi-dimension reviewer credibility quantification across diverse travel communities. - Yuanyuan Wang; Stephen Chi-fai Chan; Hong Va Leong; Grace Ngai; Norman Au (Knowl. Inf. Syst., 2016)

Identifying User-Specific Facial Affects from Spontaneous Expressions with Minimal Annotation. - Michael Xuelin Huang; Grace Ngai; Kien A. Hua; Stephen C. F. Chan; Hong Va Leong (IEEE Trans. Affect. Comput., 2016)

Are you stressed? Your eyes and the mouse can tell. - Jun Wang 136; Michael Xuelin Huang; Grace Ngai; Hong Va Leong (ACII, 2017)

ScreenGlint: Practical, In-situ Gaze Estimation on Smartphones. - Michael Xuelin Huang; Jiajia Li; Grace Ngai; Hong Va Leong (CHI, 2017)

Your Mouse Reveals Your Next Activity: Towards Predicting User Intention from Mouse Interaction. - Eugene Yujun Fu; Tiffany C. K. Kwok; Erin You Wu; Hong Va Leong; Grace Ngai; Stephen C. F. Chan (COMPSAC (1), 2017)

When non-engineering students work on an international service-learning engineering project - A case study. - Kenneth W. K. Lo; Chi Kin Lau; Stephen C. F. Chan; Grace Ngai (GHTC, 2017)

Automatic fight detection in surveillance videos. - Eugene Yujun Fu; Hong Va Leong; Grace Ngai; Stephen C. F. Chan (Int. J. Pervasive Comput. Commun., 2017)

Physiological mouse: toward an emotion-aware mouse. - Eugene Yujun Fu; Hong Va Leong; Grace Ngai; Michael Xuelin Huang; Stephen C. F. Chan (Univers. Access Inf. Soc., 2017)

Every Little Movement Has a Meaning of Its Own: Using Past Mouse Movements to Predict the Next Interaction. - Tiffany C. K. Kwok; Eugene Yujun Fu; Erin You Wu; Michael Xuelin Huang; Grace Ngai; Hong Va Leong (IUI, 2018)

Cross-Species Learning: A Low-Cost Approach to Learning Human Fight from Animal Fight. - Eugene Yujun Fu; Michael Xuelin Huang; Hong Va Leong; Grace Ngai (ACM Multimedia, 2018)

Quick Bootstrapping of a Personalized Gaze Model from Real-Use Interactions. - Michael Xuelin Huang; Jiajia Li; Grace Ngai; Hong Va Leong (ACM Trans. Intell. Syst. Technol., 2018)

Fast-PADMA: Rapidly Adapting Facial Affect Model From Similar Individuals. - Michael Xuelin Huang; Jiajia Li; Grace Ngai; Hong Va Leong; Kien A. Hua (IEEE Trans. Multim., 2018)

Study TOUR for Computer Science Students. - Henry C. B. Chan; Hong Va Leong; Grace Ngai (COMPSAC (1), 2019)

Investigating Differences in Gaze and Typing Behavior Across Age Groups and Writing Genres. - Jun Wang 136; Eugene Yujun Fu; Grace Ngai; Hong Va Leong (COMPSAC (1), 2019)

From Beneficiary to Community Leader: Capacity Building through a Renewable Energy Project in Rwanda. - Kenneth W. K. Lo; Stephen C. F. Chan; Grace Ngai; John Kalenzi; Phanuel Sindayehaba; Innocent Habiyaremye (GHTC, 2019)

Your Body Signals Expose Your Fall. - Eugene Yujun Fu; Cheuk Yin Wong; Katie T. Y. Lau; Hong Va Leong; Grace Ngai (iiWAS, 2019)

Moment-to-Moment Detection of Internal Thought during Video Viewing from Eye Vergence Behavior. - Michael Xuelin Huang; Jiajia Li; Grace Ngai; Hong Va Leong; Andreas Bulling (ACM Multimedia, 2019)

Activity Recognition and Stress Detection via Wristband. - Johnny Chun Yiu Wong; Jun Wang 136; Eugene Yujun Fu; Hong Va Leong; Grace Ngai (MoMM, 2019)

Detecting stress from mouse-gaze attraction. - Jun Wang 136; Eugene Yujun Fu; Grace Ngai; Hong Va Leong; Michael Xuelin Huang (SAC, 2019)

Moment-to-Moment Detection of Internal Thought from Eye Vergence Behaviour. - Michael Xuelin Huang; Jiajia Li; Grace Ngai; Hong Va Leong; Andreas Bulling (CoRR, 2019)

Hand-eye Coordination for Textual Difficulty Detection in Text Summarization. - Jun Wang 136; Grace Ngai; Hong Va Leong (ICMI, 2020)

Exploiting Active Learning in Novel Refractive Error Detection with Smartphones. - Eugene Yujun Fu; Zhongqi Yang; Hong Va Leong; Grace Ngai; Chi-Wai Do; Lily Chan (ACM Multimedia, 2020)

Screening for refractive error with low-quality smartphone images. - Zhongqi Yang; Eugene Yujun Fu; Grace Ngai; Hong Va Leong; Chi-Wai Do; Lily Chan (MoMM, 2020)

Predicting Flashover Occurrence using Surrogate Temperature Data. - Eugene Yujun Fu; Wai Cheong Tam; Jun Wang 136; Richard Peacock; Paul A. Reneke; Grace Ngai; Hong Va Leong; Thomas Cleary (AAAI, 2021)

Reconceptualizing Online Experiential Learning: Case Study of a Tele-engineering Project. - Shuheng Lin; Kenneth W. K. Lo; Grace Ngai; Stephen C. F. Chan; Artemis M. L. Kuo; Anson C. Wong (GHTC, 2021)

Global STEM Education through e-Service Learning in the Time of COVID-19: A Case Study. - Grace Ngai; Kenneth W. K. Lo; Stephen C. F. Chan; Shuheng Lin (GHTC, 2021)

Identifying Key Learning Factors in Service-Leaning Programs Using Machine Learning. - Kangzhong Wang; Eugene Yujun Fu; Grace Ngai; Hong Va Leong (COMPSAC, 2022)

Implement Virtual Reality Tour in Blended Learning. - Peter H. F. Ng; Jessie F. Y. Kar; Anson Wong; Wai Renee Leung; Kace Lai; Grace Ngai (ICBL, 2022)

Nurturing Socially Responsible Global Citizens Through Blended Learning: A Journey Through Technology-Enhanced Service-Learning. - Grace Ngai (ICBL, 2022)

Investigating Differences in Gaze and Typing Behavior Across Writing Genres. - Jun Wang 136; Eugene Yujun Fu; Grace Ngai; Hong Va Leong (Int. J. Hum. Comput. Interact., 2022)

Unveiling Subtle Cues: Backchannel Detection Using Temporal Multimodal Attention Networks. - Kangzhong Wang; MK Michael Cheung; Youqian Zhang; Chunxi Yang; Peter Q. Chen; Eugene Yujun Fu; Grace Ngai (ACM Multimedia, 2023)

MultiMediate 2023: Engagement Level Detection using Audio and Video Features. - Chunxi Yang; Kangzhong Wang; Peter Q. Chen; MK Michael Cheung; Youqian Zhang; Eugene Yujun Fu; Grace Ngai (ACM Multimedia, 2023)

Is your mouse attracted by your eyes: Non-intrusive stress detection in off-the-shelf desktop environments. - Jun Wang 136; Chunxi Yang; Eugene Yujun Fu; Grace Ngai; Hong Va Leong (Eng. Appl. Artif. Intell., 2023)

Real-time flashover prediction model for multi-compartment building structures using attention based recurrent neural networks. - Wai Cheong Tam; Eugene Yujun Fu; Jiajia Li; Richard Peacock; Paul A. Reneke; Grace Ngai; Hong Va Leong; Thomas Cleary; Michael Xuelin Huang (Expert Syst. Appl., 2023)

Using attention-based neural networks for predicting student learning outcomes in service-learning. - Eugene Yujun Fu; Grace Ngai; Hong Va Leong; Stephen C. F. Chan; Daniel T. L. Shek (Educ. Inf. Technol., 2023)

Understanding Impacts of Electromagnetic Signal Injection Attacks on Object Detection. - Youqian Zhang; Chunxi Yang; Eugene Yujun Fu; Qinhong Jiang; Chen Yan 001; Sze-Yiu Chau; Grace Ngai; Hong Va Leong; Xiapu Luo; Wenyuan Xu 001 (ICME, 2024)

Combating Phone Scams with LLM-based Detection: Where Do We Stand? - Zitong Shen; Kangzhong Wang; Youqian Zhang; Grace Ngai; Eugene Yujun Fu (CoRR, 2024)

Combating Phone Scams with LLM-based Detection: Where Do We Stand? (Student Abstract). - Zitong Shen; Kangzhong Wang; Youqian Zhang; Grace Ngai; Eugene Yujun Fu (AAAI, 2025)

"It Warned Me Just at the Right Moment": Exploring LLM-based Real-time Detection of Phone Scams. - Zitong Shen; Sineng Yan; Youqian Zhang; Xiapu Luo; Grace Ngai; Eugene Yujun Fu (CHI Extended Abstracts, 2025)