Explorative Data Mining on Stock Data - Experimental Results and Findings. - Lay-Ki Soon; Sang Ho Lee 004 (ADMA, 2007)

An Empirical Study of Similarity Search in Stock Data. - Lay-Ki Soon; Sang Ho Lee 004 (AIDM, 2007)

Identifying Equivalent URLs Using URL Signatures. - Lay-Ki Soon; Sang Ho Lee 004 (SITIS, 2008)

Classifying Web Pages Using Information Extraction Patterns Preliminary Results and Findings. - Lay-Ki Soon; Sang Ho Lee 004 (SITIS, 2010)

Finding Web Document Associations Using Frequent Pairs of Adjacent Words. - Jason Yong-Jin Tee; Lay-Ki Soon; Bali Ranaivo-Malançon (KTW, 2011)

Benchmarking the Performance of Support Vector Machines in Classifying Web Pages. - Wein-Pei Wong; Ke-Xin Chan; Lay-Ki Soon (KTW, 2011)

Automatic Ontology Construction in Fiction-Based Domain. - Hui-Ngo Goh; Ching-Chieh Kiu; Lay-Ki Soon; Bali Ranaivo-Malançon (Int. J. Softw. Eng. Knowl. Eng., 2011)

Web crawler with URL signature - A performance study. - Lay-Ki Soon; Yee-Ern Ku; Sang Ho Lee 004 (DMO, 2012)

WebSum: Enhanced SumBasic algorithm for Web site summarization. - Jason Yong-Jin Tee; Lay-Ki Soon; Choo-Yee Ting (DMO, 2012)

From Raw Text to Morphological Rules for Iban Morphological Analyser. - Suhaila Saee; Lay-Ki Soon; Tek-Yonglim; Bali Ranaivo-Malançon; Enya Kong Tang (IALP, 2012)

Clustering Users in Micro Blogging Social Networks Using Probabilistic Topic Modeling - A Framework. - Hossein Dolatabadi; Lay-Ki Soon; Mahdi Negahi Shirazi; Mohammad Mohammadi (ICCSA Workshops, 2012)

VAHA: Verbs Associate with Human Activity - A Study on Fairy Tales. - Hui-Ngo Goh; Lay-Ki Soon; Su-Cheng Haw (IEA/AIE, 2012)

Credit Card Fraud Detection: Personalized or Aggregated Model. - Mohammed Ibrahim Alowais; Lay-Ki Soon (MUSIC, 2012)

Automatic Identification of Protagonist in Fairy Tales Using Verb. - Hui-Ngo Goh; Lay-Ki Soon; Su-Cheng Haw (PAKDD (2), 2012)

Context-Dependent Multilingual Lexical Lookup for Under-Resourced Languages. - Lian Tze Lim; Lay-Ki Soon; Tek Yong Lim; Enya Kong Tang; Bali Ranaivo-Malançon (ACL (2), 2013)

Semi-automatic Acquisition of Two-Level Morphological Rules for Iban Language. - Suhaila Saee; Lay-Ki Soon; Tek Yong Lim; Bali Ranaivo-Malançon; Enya Kong Tang (CICLing (1), 2013)

Automatic dominant character identification in fables based on verb analysis - Empirical study on the impact of anaphora resolution. - Hui-Ngo Goh; Lay-Ki Soon; Su-Cheng Haw (Knowl. Based Syst., 2013)

Learning to Match Heterogeneous Structures using Partially Labeled Data. - Saravadee Sae Tan; Tek Yong Lim; Lay-Ki Soon; Enya Kong Tang (Web-KRM@CIKM, 2014)

Learning the Mapping Rules for Sentiment Analysis. - Saravadee Sae Tan; Lay-Ki Soon; Tek Yong Lim; Enya Kong Tang; Chu Kiong Loo (Web-KRM@CIKM, 2014)

Automatic acquisition of morphological resources for Melanau language. - Suhaila Saee; Lay-Ki Soon; Tek Yong Lim; Bali Ranaivo-Malançon; Jovianna Juk; Enya Kong Tang (IALP, 2014)

ReLab: A subtree based labeling scheme for efficient XML query processing. - Samini Subramaniam; Su-Cheng Haw; Lay-Ki Soon (ISTT, 2014)

XDMA: A Dual Indexing and Mutual Summation Based Keyword Search Algorithm for XML Databases. - S. Selvaganesan; Su-Cheng Haw; Lay-Ki Soon (Int. J. Softw. Eng. Knowl. Eng., 2014)

Lexicon+TX: rapid construction of a multilingual lexicon with under-resourced languages. - Lian Tze Lim; Lay-Ki Soon; Tek Yong Lim; Enya Kong Tang; Bali Ranaivo-Malançon (Lang. Resour. Evaluation, 2014)

Structural Analyses of Malaysian Web and Host Graphs. - Jason Yong-Jin Tee; Lay-Ki Soon; Choo-Yee Ting (FiCloud, 2015)

Prefix-based Labeling Annotation for Effective XML Fragmentation. - Kok-Leong Koong; Su-Cheng Haw; Lay-Ki Soon; Samini Subramaniam (CoRR, 2015)

Automatic discovery of person-related named-entity in news articles based on verb analysis. - Hui-Ngo Goh; Lay-Ki Soon; Su-Cheng Haw (Multim. Tools Appl., 2015)

Learning to extract domain-specific relations from complex sentences. - Saravadee Sae Tan; Tek Yong Lim; Lay-Ki Soon; Enya Kong Tang (Expert Syst. Appl., 2016)

Meaning preservation in Example-based Machine Translation with structural semantics. - Chong Chai Chua; Tek Yong Lim; Lay-Ki Soon; Enya Kong Tang; Bali Ranaivo-Malançon (Expert Syst. Appl., 2017)

QTwig: A Structural Join Algorithm for Efficient Query Retrieval Based on Region-Based Labeling. - Samini Subramaniam; Su-Cheng Haw; Lay-Ki Soon; Kok-Leong Koong (Int. J. Softw. Eng. Knowl. Eng., 2017)

Using the Reddit Corpus for Cyberbully Detection. - Tazeek Bin Abdur Rakib; Lay-Ki Soon (ACIIDS (1), 2018)

Leveraging Part-of-Speech Tagging for Sentiment Analysis in Short Texts and Regular Texts. - Wai-Howe Khong; Lay-Ki Soon; Hui-Ngo Goh; Su-Cheng Haw (JIST, 2018)

LODeDeC: A Framework for Integration of Entity Relations from Knowledge Graphs. - Sini Govindapillai; Lay-Ki Soon; Su-Cheng Haw (AIRS, 2019)

Cyberbullying Detection Using Deep Learning and Word Embeddings: An Empirical Study. - Mohammed Al-Hashedi; Lay-Ki Soon; Hui-Ngo Goh (CIIS, 2019)

Performance Evaluation of XML Query Processing in Centralized and Distributed Environment. - Samini Subramaniam; Su-Cheng Haw; Lay-Ki Soon (CIIS, 2019)

Schema-Agnostic Entity Matching using Pre-trained Language Models. - Kai Sheng Teong; Lay-Ki Soon; Tin Tin Su (CIKM, 2020)

A Neural Machine Translation Approach for Translating Malay Parliament Hansard to English Text. - Yu-Zane Low; Lay-Ki Soon; Shageenderan Sapai (IALP, 2020)

Improved Centralized XML Query Processing Using Distributed Query Workload. - Samini Subramaniam; Su-Cheng Haw; Lay-Ki Soon (IEEE Access, 2021)

The Commodities News Corpus: A Resource forUnderstanding Commodity News Better. - Meisin Lee; Lay-Ki Soon; Eu-Gene Siew; Ly Fie Sugianto (CoRR, 2021)

Effective Use of Graph Convolution Network and Contextual Sub-Tree forCommodity News Event Extraction. - Meisin Lee; Lay-Ki Soon; Eu-Gene Siew (CoRR, 2021)

Resource Description Framework reification for trustworthiness in knowledge graphs. - Sini Govindapillai; Lay-Ki Soon; Su-Cheng Haw (F1000Research, 2021)

Improved Automated Essay Scoring using Gaussian Multi-Class SMOTE for Dataset Sampling. - Jih Soong Tan; Ian K. T. Tan; Lay-Ki Soon; Huey Fang Ong (EDM, 2022)

CrudeOilNews: An Annotated Crude Oil News Corpus for Event Extraction. - Meisin Lee; Lay-Ki Soon; Eu-Gene Siew; Ly Fie Sugianto (LREC, 2022)

Crude Oil-related Events Extraction and Processing: A Transfer Learning Approach. - Meisin Lee; Lay-Ki Soon; Eu-Gene Siew (CoRR, 2022)

Emotion-Aware Chatbot with Cultural Adaptation for Mitigating Work-Related Stress. - Shi Hui Ng; Lay-Ki Soon; Tin Tin Su (Asian CHI, 2023)

Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? - Xiaoxi Kang; Lizhen Qu; Lay-Ki Soon; Adnan Trakic; Terry Yue Zhuo; Patrick Charles Emerton; Genevieve Grant (EMNLP (Findings), 2023)

SocialDial: A Benchmark for Socially-Aware Dialogue Systems. - Haolan Zhan; Zhuang Li 001; Yufei Wang 003; Linhao Luo; Tao Feng 013; Xiaoxi Kang; Yuncheng Hua; Lizhen Qu; Lay-Ki Soon; Suraj Sharma; Ingrid Zukerman; Zhaleh Semnani-Azad; et al. (SIGIR, 2023)

Cyberbullying Detection Based on Emotion. - Mohammed Al-Hashedi; Lay-Ki Soon; Hui-Ngo Goh; Amy Hui-Lan Lim; Eu-Gene Siew (IEEE Access, 2023)

How well ChatGPT understand Malaysian English? An Evaluation on Named Entity Recognition and Relation Extraction. - Mohan Raj Chanthran; Lay-Ki Soon; Huey Fang Ong; Bhawani Selvaretnam (CoRR, 2023)

Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction. - Mohan Raj Chanthran; Lay-Ki Soon; Huey Fang Ong; Bhawani Selvaretnam (LREC/COLING, 2024)

l2Match: Optimization Techniques on Subgraph Matching Algorithm Using Label Pair, Neighboring Label Index, and Jump-Redo Method. - Chi Qin Cheng; KokSheik Wong; Lay-Ki Soon (ICEIC, 2024)

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. - Haolan Zhan; Zhuang Li 001; Xiaoxi Kang; Tao Feng 013; Yuncheng Hua; Lizhen Qu; Yi Ying; Mei Rianto Chandra; Kelly Rosalin; Jureynolds Jureynolds; Suraj Sharma; Shilin Qu; et al. (NAACL-HLT (Findings), 2024)

Bridging Law and Data: Augmenting Reasoning via a Semi-Structured Dataset with IRAC methodology. - Xiaoxi Kang; Lizhen Qu; Lay-Ki Soon; Zhuang Li 001; Adnan Trakic (CoRR, 2024)

Bridging the Gap: Transfer Learning from English PLMs to Malaysian English. - Mohan Raj Chanthran; Lay-Ki Soon; Huey Fang Ong; Bhawani Selvaretnam (CoRR, 2024)

'Finance Wizard' at the FinLLM Challenge Task: Financial Text Summarization. - Meisin Lee; Lay-Ki Soon (CoRR, 2024)

ACCESS : A Benchmark for Abstract Causal Event Discovery and Reasoning. - Vy Vo; Lizhen Qu; Tao Feng 013; Yuncheng Hua; Xiaoxi Kang; Songhai Fan; Tim Dwyer; Lay-Ki Soon; Gholamreza Haffari (NAACL (Long Papers), 2025)

Iterative Window Mean Filter: Thwarting Diffusion-Based Adversarial Purification. - Hanrui Wang 005; Ruoxi Sun 001; Cunjian Chen; Minhui Xue 001; Lay-Ki Soon; Shuo Wang 012; Zhe Jin (IEEE Trans. Dependable Secur. Comput., 2025)

Attending To Syntactic Information In Biomedical Event Extraction Via Graph Neural Networks. - Farshad Noravesh; Reza Haffari; Ong Huey Fang; Lay-Ki Soon; Sailaja Rajalana; Arghya Pal (CoRR, 2025)

LGRPool: Hierarchical Graph Pooling Via Local-Global Regularisation. - Farshad Noravesh; Reza Haffari; Lay-Ki Soon; Arghya Pal (CoRR, 2025)

DialogXpert: Driving Intelligent and Emotion-Aware Conversations through Online Value-Based Reinforcement Learning with LLM Priors. - Tazeek Bin Abdur Rakib; Ambuj Mehrish; Lay-Ki Soon; Wern Han Lim; Soujanya Poria (CoRR, 2025)

GSAT: Graph Structure Attention Networks. - Farshad Noravesh; Reza Haffari; Lay-Ki Soon; Arghya Pal (CoRR, 2025)