| 2025 | COLING | LLM Sensitivity Evaluation Framework for Clinical Diagnosis. | Chenwei Yan, Xiangling Fu, Yuxuan Xiong, Tianyi Wang, Siu Cheung Hui, Ji Wu, Xien Liu |
| 2025 | DASFAA | A Structure-Aware Generative Model for Biomedical Event Extraction. | Haohan Yuan, Siu Cheung Hui, Haopeng Zhang |
| 2023 | AAAI | Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking. | Jing Xu, Dandan Song, Chong Liu, Siu Cheung Hui, Fei Li, Qiang Ju, Xiaonan He, Jian Xie |
| 2023 | CIKM | GranCATs: Cross-Lingual Enhancement through Granularity-Specific Contrastive Adapters. | Meizhen Liu, Jiakai He, Xu Guo, Jianye Chen, Siu Cheung Hui, Fengyu Zhou |
| 2023 | EMNLP | InteMATs: Integrating Granularity-Specific Multilingual Adapters for Cross-Lingual Transfer. | Meizhen Liu, Xu Guo, Jiakai He, Jianye Chen, Fengyu Zhou, Siu Cheung Hui |
| 2022 | ACIIDS | Semantic Pivoting Model for Effective Event Detection. | Anran Hao, Siu Cheung Hui, Jian Su |
| 2022 | WWW | EvidenceNet: Evidence Fusion Network for Fact Verification. | Zhendong Chen, Siu Cheung Hui, Fuzhen Zhuang, Lejian Liao, Fei Li, Meihuizi Jia, Jiaqi Li |
| 2021 | ACL | Modularized Interaction Network for Named Entity Recognition. | Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu, Guoxiu He, Meihuizi Jia |
| 2021 | ICLR | Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. | Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu |
| 2021 | WWW | Effective Named Entity Recognition with Boundary-aware Bidirectional Neural Networks. | Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu |
| 2019 | AAAI | Holographic Factorization Machines for Recommendation. | Yi Tay, Shuai Zhang, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Tran Dang Quang Vinh |
| 2019 | ACL | Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. | Yi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang |
| 2019 | ACL | Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. | Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui |
| 2019 | ICDE | Collecting and Analyzing Multidimensional Data with Local Differential Privacy. | Ning Wang, Xiaokui Xiao, Yin Yang, Jun Zhao, Siu Cheung Hui, Hyejin Shin, Junbum Shin, Ge Yu |
| 2018 | AAAI | SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring. | Yi Tay, Minh C. Phan, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | AAAI | Cross Temporal Recurrent Networks for Ranking Question Answer Pairs. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | AAAI | Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | ACL | Reasoning with Sarcasm by Reading In-Between. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su |
| 2018 | CIKM | Privacy Protection for Flexible Parametric Survival Models. | Thng T. Nguyn, Siu Cheung Hui |
| 2018 | EMNLP | Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | EMNLP | Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | EMNLP | Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | EMNLP | Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su |
| 2018 | IJCAI | Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | ICWSM | CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | KDD | Multi-Pointer Co-Attention Networks for Recommendation. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2018 | KDD | Multi-Cast Attention Networks. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | WWW | Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2018 | WSDM | Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2017 | AAAI | Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui |
| 2017 | CIKM | Differentially Private Regression for Discrete-Time Survival Analysis. | Thng T. Nguyn, Siu Cheung Hui |
| 2017 | CIKM | Dyadic Memory Networks for Aspect-based Sentiment Analysis. | Yi Tay, Luu Anh Tuan, Siu Cheung Hui |
| 2017 | CIKM | Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs. | Yi Tay, Luu Anh Tuan, Minh C. Phan, Siu Cheung Hui |
| 2017 | NLDB | A Syntactic Parse-Key Tree-Based Approach for English Grammar Question Retrieval. | Lanting Fang, Anh Tuan Luu, Lenan Wu, Siu Cheung Hui |
| 2017 | SIGIR | Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. | Yi Tay, Minh C. Phan, Anh Tuan Luu, Siu Cheung Hui |
| 2017 | TrustCom | Privacy-Preserving Mechanisms for Parametric Survival Analysis with Weibull Distribution. | Thng T. Nguyn, Siu Cheung Hui |
| 2017 | WSDM | Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction. | Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Falk Brauer |
| 2016 | EMNLP | Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network. | Anh Tuan Luu, Yi Tay, Siu Cheung Hui, See-Kiong Ng |
| 2015 | IJCAI | Collective Biobjective Optimization Algorithm for Parallel Test Paper Generation. | Minh Luan Nguyen, Siu Cheung Hui, Alvis Cheuk Ming Fong |
| 2014 | ICFHR | Connected Bond Recognition for Handwritten Chemical Skeletal Structural Formulas. | Peng Tang, Siu Cheung Hui, Chi-Wing Fu |
| 2014 | SSPR | Chemical Symbol Feature Set for Handwritten Chemical Symbol Recognition. | Peng Tang, Siu Cheung Hui, Chi-Wing Fu |
| 2013 | ICDAR | A Progressive Structural Analysis Approach for Handwritten Chemical Formula Recognition. | Peng Tang, Siu Cheung Hui, Chi-Wing Fu |
| 2013 | IJCAI | Probabilistic Equivalence Verification Approach for Automatic Mathematical Solution Assessment. | Minh Luan Nguyen, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2012 | CIKM | A math-aware search engine for math question answering system. | Tam T. Nguyen, Kuiyu Chang, Siu Cheung Hui |
| 2012 | PAKDD | Two-View Online Learning. | Tam T. Nguyen, Kuiyu Chang, Siu Cheung Hui |
| 2012 | PRICAI | Web-Based Mathematics Testing with Automatic Assessment. | Minh Luan Nguyen, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2012 | PRICAI | Content-Based Collaborative Filtering for Question Difficulty Calibration. | Minh Luan Nguyen, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2012 | SSDBM | Functional Feature Extraction and Chemical Retrieval. | Peng Tang, Siu Cheung Hui, Gao Cong |
| 2011 | ICDM | Word Cloud Model for Text Categorization. | Tam T. Nguyen, Kuiyu Chang, Siu Cheung Hui |
| 2011 | IJCAI | Distribution-Aware Online Classifiers. | Tam T. Nguyen, Kuiyu Chang, Siu Cheung Hui |
| 2011 | ISI | Supervised term weighting for sentiment analysis. | Tam T. Nguyen, Kuiyu Chang, Siu Cheung Hui |
| 2008 | PRICAI | Ontology-Based Natural Query Retrieval Using Conceptual Graphs. | Thanh Tho Quan, Siu Cheung Hui |
| 2005 | AAIM | Automatic Timetabling Using Artificial Immune System. | Yulan He, Siu Cheung Hui, Edmund Ming-Kit Lai |
| 2005 | ICMLC | Associative Classification with Prediction Confidence. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2005 | ICNC | Artificial Immune System for Associative Classification. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2005 | KES | Mining Class Association Rules with Artificial Immune System. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2004 | APWEB | CS-Mine: An Efficient WAP-Tree Mining for Web Access Patterns. | Baoyao Zhou, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2004 | IDEAL | Mining Association Rules Using Relative Confidence. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2004 | PRICAI | An Efficient Approach for Mining Periodic Sequential Access Patterns. | Baoyao Zhou, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2003 | CW | Intelligent Content-Based Retrieval for P2P Networks. | Maxim Rodionov, Siu Cheung Hui |
| 2003 | CW | A Web Mining Approach for Finding Expertise in Research Areas. | Thanh Tho Quan, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2003 | DIS | Mining Frequent Itemsets with Category-Based Constraints. | Tien Dung Do, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2003 | DIS | Mining Multiple Clustering Data for Knowledge Discovery. | Thanh Tho Quan, Siu Cheung Hui, Alvis Cheuk M. Fong |
| 2002 | ICARCV | Motion analysis for face capturing. | X. Yuan, Siu Cheung Hui, Maylor K. H. Leung, Yongsheng Gao |
| 1998 | PRICAI | Data Mining for Risk Analysis and Targeted Marketing. | G. Jha, Siu Cheung Hui |
| 1995 | ICDAR | A syntactic business form classifier. | Antoine Ting, Maylor K. H. Leung, Siu Cheung Hui, Kai-Yun Chan |