Research

Research Project

4

International Conference on Artificial Intelligence and Big Data Applications

XIE, Haoran (PI), WONG, Man Leung (CoI)

Commerce and Economic Development Bureau

5

A Smart Intelligent GeoAI Solution to Predict & Tackle Mosquito-borne Diseases in Hong Kong

WONG, Pui Yun Paulina (PI), WONG, Man Leung (CoI), LEE, Kwan Yeung Kester (CoI), HO, Wing Rosiah (CoI)

Innovation and Technology Commission (HKSAR)

project 3

Smart Toilet: An AIoT Based Predictive Maintenance Solution

SEE-TO, Wing Kuen Eric (PI), WONG, Man Leung (CoI), WONG, Pui Yun Paulina (CoI), HO, Wing Rosiah (CoI)

Innovation and Technology Commission (HKSAR)

 

 

5

Intelligent Information-based Transport System for Smarter Traffic and Safer Mobility

WONG, Pui Yun Paulina (PI), LEE, Kwan Yeung Kester,  WONG, Man Leung (CoI), HO, Wing Rosiah (CoI)

Smart Traffic Fund 

6

Mastering AI Skills through Gamification

SEE-TO, Wing Kuen Eric

Department of Computing and Decision Sciences

Gifted Education Fund

3

Data Augmentation Techniques for Contrastive Sentence Representation Learning

XIE, Haoran (PI), LI, Zongxi (CoI), WONG, Tak Lam (CoI)

Lam Woo Research Fund – Project Grant

1

Trustworthiness Prediction on Home-sharing Platforms using Structured Data

CHIU, Hon Wing Billy (PI)

General Research Fund (GRF)

Selected Research Papers

research 1

An improved dynamic multi-objective optimization approach for nonlinear equation systems

Authors: Jing-Yu JI, Man Leung WONG

Journal: Information Sciences, p.204-227

E-pub date: 24-Jun-2021

Published date: 1-Oct-2021

 

research 2

Decomposition-based multiobjective optimization for nonlinear equation systems with many and infinitely many roots

Authors: Jing-Yu JI, Man Leung WONG

Journal: Information Sciences, p.605-623

E-pub date: 11-Aug-2022

Published date: 1-Sep-2022

researche 3

ε-Constrained Multiobjective Differential Evolution Using Linear Population Size Expansion

Authors: Jing-Yu JI, Sanyou ZENG, Man Leung WONG

Journal: Information Sciences, p.445-464

E-pub date: 21-Jul-2022

Published date: 1-Sep-2022

research 4

Probabilistic Contextual and Structural Dependencies Learning in Grammar-Based Genetic Programming

Authors: Pak-Kan WONG, Man-Leung WONG, Kwong-Sak LEUNG

Journal: Evolutionary Computation, p.236-268

E-pub date: 13-Oct-2020

Published date: Jun-2021

research 5

“Price Tag” of Risk of Using E-Payment Service

Authors: Kevin K. W. HO, Wing Kuen Eric SEE-TO, Dickson K. W. CHIU

Journal: Journal of Internet Commerce, p.324-345

E-pub date: 20-Mar-2020

Published date: 1-Jul-2020

research 6

Grit Across Nations: The Cross-National Equivalence of the Grit-O Scale

Authors: Llewellyn E. VAN ZYL, Babet HEIJENK, Jeff KILBERT, Rebecca SHANKLAND, Nicolas B. VERGER, Sebastiaan ROTHMANN, Vincent  CHO, Katherine FENG, Eric W. K. SEE-TO, Lara C. ROLL, Leander VAN DER MEJI

Journal: Journal of Happiness Studies, p.3179-3213

E-pub date: 8-Jun-2022

Published date: 1-Oct-2022

research 7

The General Academic Self-Efficacy Scale : Psychometric Properties, Longitudinal Invariance, and Criterion Validity

Authors: Llewellyn E. VAN ZYL, Jeff KLIBERT, Rebecca SHANKLAND, Eric W.K. SEE- TO, Sebastiaan ROTHMANN

Journal: Journal of Psychoeducational Assessment, p.777-789

E-pub date: 25-May-2022

Published date: Sep-2022

research 8

Deep Learning-driven Proactive Maintenance Management of IoT-empowered Smart Toilet

Authors: Eric W. K. SEE-TO, Xiao-Xi WANG,

Kwan-Yeung LEE, Man-Leung WONG, Hong-Ning DAI

Journal: IEEE Internet of Things Journal, p.2417-2429

E-pub date: 12-Oct-2022

Published date: Feb-2023

research 9

Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis

Authors: Minghui HUANG, Haoran XIE, Yanghui RAO, Yuwei LIU, Leonard K.M. POON, Fu Lee WANG

Journal: IEEE Transactions on Affective Computing, p.1337-1348

E-pub date: 28-May-2020

Published date: 1-Jul-2022

research 10

Parallel non-negative matrix tri-factorization for text data co-clustering

Authors: Yufu CHEN, Zhiqi LEI, Yanghui RAO, Haoran XIE, Fu Lee WANG, Jian YIN;Qing LI

Journal: IEEE Transactions on Knowledge and Data Engineering, p.5132-5146

E-pub date: 31-Jan-2022

Published date:  1-May-2023

research 11

Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds

Authors: Haoran ZHOU, Honghua CHEN, Yingkui ZHANG, Mingqiang WEI, Haoran XIE, Jun WANG, Tong LU, Jing QIN, Xiao-Ping ZHANG

Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence, p.946-963

E-pub date: 25-Jan-2022

Published date: 1-Jan-2023

research 12

Sentiment Strength Detection With a Context- dependent Lexicon-based Convolutional Neural Network

Authors: Minghui HUANG, Haoran XIE, Yanghui RAO, Jingrong FENG, Fu Lee WANG

Journal: Information Sciences, p.389-399

E-pub date: 10-Feb-2020

Published date: 1-May-2020

 

research 13

Few-Shot Named Entity Recognition via Meta- Learning

Authors: Jing LI, Billy CHIU, Shanshan FENG, Hao WANG

Journal: IEEE Transactions on Knowledge and Data Engineering

Published date: 17-Nov-2020

research 14

Neural Text Segmentation and Its Application to Sentiment Analysis

Authors: Jing LI, Billy CHIU, Shuo SHANG, Ling SHAO

Journal: IEEE Transactions on Knowledge and Data Engineering, p.828-842

E-pub date: 31-Mar-2020

Published date: 1-Feb-2022

research 15

Word embeddings for biomedical natural language processing

Authors: Billy CHIU, Simon BAKER

Journal: Linguistics and Language Compass

E-pub date: ——

Published date: 1-Dec-2020

research 16

Few-Shot Relation Extraction with Dual Graph : Neural Network Interaction

Authors: Jing LI, Shanshan FENG, Hon Wing Billy CHIU

Journal: IEEE Transactions on Neural Networks and Learning Systems

E-pub date: 2-Jun-2023

Published date: 1-Oct-2024

research 17

BaG: Behavior-Aware Group Detection in Crowded Urban Spaces Using WiFi Probes

Authors: Jiaxing SHEN, Jiannong CAO, Xuefeng LIU

Journal: IEEE Transactions on Mobile Computing

E-pub date: 2-Jun-2020

Published date: 1-Dec-2021

research 18

HearFire : Indoor Fire Detection via Inaudible Acoustic Sensing

Authors: Zheng WANG, Yanwen WANG, Mi TIAN, Jiaxing SHEN

Journal: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

E-pub date: ——

Published date: 21-Dec-2022

research 19

MBA-STNet: Bayes-enhanced Discriminative Multi- task Learning for Flow Prediction

Authors: Hao MIAO, Jiaxing SHEN, Jiannong CAO, Jiangnan XIA, Senzhang WANG

Journal: IEEE Transactions on Knowledge and Data Engineering

E-pub date: 2-Jun-2022

Published date: ——

research 20

User Profiling Based on Nonlinguistic Audio Data

Authors: Jiaxing SHEN, Jiannong CAO, Oren LEDERMAN, Shaojie TANG, Alex Sandy PENTLAND

Journal: ACM Transactions on Information Systems

E-pub date: 8-Sep-2021

Published date: Jan-2022

 

research 21

Genome-Wide Search for SNP Interactions in GWAS Data : Algorithm, Feasibility, Replication Using Schizophrenia Datasets

Authors: Kwan Yeung LEE, Kwong Sak LEUNG, Suk Ling MA, Hon Cheong SO, Dan HUANG, Nelson Leung Sang TANG, Man Hon WONG

Journal: Frontiers in Genetics

E-pub date: ——

Published date: 28-Aug-2020

research 22

Unpacking the inter- and intra-urban differences of the association between health and exposure to heat and air quality in Australia using global and local machine learning models

Authors: Wang S, Cai, W, Tao Y, Sun QC, Wong PPY, Huang X, Liu Y

Journal: Science of The Total Environment

E-pub date: 10-Feb-2023

Published date: ——

research 23

A Spatiotemporal Data Mining Study to Identify High-Risk Neighbourhoods for Out-of-Hospital Cardiac Arrest (OHCA) Incidents

Authors: Wong, PPY, Low, CT, Cai, W, Leung, K, Lai, PC

Journal: Scientific Reports

E-pub date: 3-Mar-2022

Published date: Dec-2022

research 24

Associations between Incense-Burning Temples and Respiratory Mortality in Hong Kong

Authors: Cai, WH, Wong, PPY

Journal: Atmosphere

E-pub date: ——

Published date: 16-Jun-2021

 

research 25

Impacts of social and environmental perceptions on preparedness and knowledge of air pollution risk: A study of adolescent males in an urbanized, high-density city

Authors: Ho, HC, Wong, PPY, Guo, C

Journal: Sustainable Cities and Society

E-pub date: 1-Jan-2021

Published date: Mar-2021