| 2025 | AAAI | Diffusion Models for Attribution. | Xiongren Chen, Jiuyong Li, Jixue Liu, Lin Liu, Stefan Peters, Thuc Duy Le, Wentao Gao, Xiaojing Du, Anthony Walsh |
| 2025 | ECAI | From Noise to Precision: A Diffusion-Driven Approach to Zero-Inflated Precipitation Prediction. | Wentao Gao, Jiuyong Li, Lin Liu, Thuc Duy Le, Xiongren Chen, Xiaojing Du, Jixue Liu, Yanchang Zhao, Yun Chen |
| 2025 | IJCAI | Deconfounding Multi-Cause Latent Confounders: A Factor-Model Approach to Climate Model Bias Correction. | Wentao Gao, Jiuyong Li, Debo Cheng, Lin Liu, Jixue Liu, Thuc Duy Le, Xiaojing Du, Xiongren Chen, Yun Chen, Yanchang Zhao |
| 2025 | WWW | Off-policy Evaluation for Multiple Actions in the Presence of Unobserved Confounders. | Haolin Wang, Lin Liu, Jiuyong Li, Ziqi Xu, Jixue Liu, Zehong Cao, Debo Cheng |
| 2024 | AAAI | Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders. | Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Wentao Gao, Thuc Duy Le |
| 2024 | CIKM | Integrating Fair Representation Learning with Fairness Regularization for Intersectional Group Fairness. | David Quashigah Dzakpasu, Jixue Liu, Jiuyong Li, Lin Liu |
| 2024 | ICLR | Conditional Instrumental Variable Regression with Representation Learning for Causal Inference. | Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le |
| 2024 | ICLR | Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder. | Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu |
| 2023 | AAAI | Causal Inference with Conditional Instruments Using Deep Generative Models. | Debo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le |
| 2023 | AAAI | Disentangled Representation for Causal Mediation Analysis. | Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang |
| 2023 | ICDM | Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference. | Debo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng |
| 2023 | KDD | Stabilising Job Survival Analysis for Disability Employment Services in Unseen Environments. | Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Xiaomei Li, Jixue Liu, Tony Waters |
| 2023 | PAKDD | Disentangled Representation with Causal Constraints for Counterfactual Fairness. | Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang |
| 2022 | IJCAI | Ancestral Instrument Method for Causal Inference without Complete Knowledge. | Debo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu |
| 2022 | KDD | What is the Most Effective Intervention to Increase Job Retention for this Disabled Worker? | Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters |
| 2022 | PAKDD | Recommending Personalized Interventions to Increase Employability of Disabled Jobseekers. | Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters |
| 2022 | PAKDD | Assessing Classifier Fairness with Collider Bias. | Zhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu, Ke Wang |
| 2021 | CIKM | Training Neural Networks with Random Noise Images for Adversarial Robustness. | Ji-Young Park, Lin Liu, Jiuyong Li, Jixue Liu |
| 2021 | KDD | Recommending the Most Effective Intervention to Improve Employment for Job Seekers with Disability. | Ha Xuan Tran, Thuc Duy Le, Jiuyong Li, Lin Liu, Jixue Liu, Yanchang Zhao, Tony Waters |
| 2020 | ECAI | Causal Query in Observational Data with Hidden Variables. | Debo Cheng, Jiuyong Li, Lin Liu, Jixue Liu, Kui Yu, Thuc Duy Le |
| 2020 | PAKDD | LoPAD: A Local Prediction Approach to Anomaly Detection. | Sha Lu, Lin Liu, Jiuyong Li, Thuc Duy Le, Jixue Liu |
| 2020 | SIGIR | Evidence Weighted Tree Ensembles for Text Classification. | Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang |
| 2019 | CIKM | A Semantics Aware Random Forest for Text Classification. | Md Zahidul Islam, Jixue Liu, Jiuyong Li, Lin Liu, Wei Kang |
| 2019 | PAKDD | Semantic Explanations in Ensemble Learning. | Md Zahidul Islam, Jixue Liu, Lin Liu, Jiuyong Li, Wei Kang |
| 2018 | PAKDD | Information Propagation Trees for Protest Event Prediction. | Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li |
| 2018 | WISE | SensorTree: Bursty Propagation Trees as Sensors for Protest Event Detection. | Jeffery Ansah, Wei Kang, Lin Liu, Jixue Liu, Jiuyong Li |
| 2018 | WISE | Which Type of Classifier to Use for Networked Data, Connectivity Based or Feature Based? | Zan Zhang, Jiuyong Li, Hao Wang, Lin Liu, Jixue Liu |
| 2017 | ADMA | Carbon: Forecasting Civil Unrest Events by Monitoring News and Social Media. | Wei Kang, Jie Chen, Jiuyong Li, Jixue Liu, Lin Liu, Grant Osborne, Nick Lothian, Brenton Cooper, Terry Moschou, Grant Neale |
| 2017 | PAKDD | Utility Aware Clustering for Publishing Transactional Data. | Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li |
| 2017 | TrustCom | A Relative Privacy Model for Effective Privacy Preservation in Transactional Data. | Michael Bewong, Jixue Liu, Lin Liu, Jiuyong Li, Kim-Kwang Raymond Choo |
| 2016 | ADC | An Effective Spatio-Temporal Approach for Predicting Future Semantic Locations. | Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu, Ashfaqur Rahman |
| 2015 | ADBIS | Conditional Differential Dependencies (CDDs). | Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye |
| 2015 | ADC | Unifying Spatial, Temporal and Semantic Features for an Effective GPS Trajectory-Based Location Recommendation. | Hamidu Abdel-Fatao, Jiuyong Li, Jixue Liu |
| 2015 | ADC | Efficient Discovery of Differential Dependencies Through Association Rules Mining. | Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye |
| 2015 | ADC | Efficient Mining of Non-derivable Emerging Patterns. | Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li |
| 2014 | ADC | Mining Differential Dependencies: A Subspace Clustering Approach. | Selasi Kwashie, Jixue Liu, Jiuyong Li, Feiyue Ye |
| 2014 | ADC | Logics for Representing Data Mining Tasks in Inductive Databases. | Hong-Cheu Liu, Millist W. Vincent, Jixue Liu, Jiuyong Li |
| 2014 | ADC | A Study on the Applications of Emerging Sequential Patterns. | Vincent Mwintieru Nofong, Jixue Liu, Jiuyong Li |
| 2014 | DASFAA | Top-k Similarity Matching in Large Graphs with Attributes. | Xiaofeng Ding, Jianhong Jia, Jiuyong Li, Jixue Liu, Hai Jin |
| 2013 | APWEB | A Two-Layer Multi-dimensional Trustworthiness Metric for Web Service Composition. | Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu |
| 2013 | DASFAA | Distributed Anonymization for Multiple Data Providers in a Cloud System. | Xiaofeng Ding, Qing Yu, Jiuyong Li, Jixue Liu, Hai Jin |
| 2013 | ICDM | Mining Causal Association Rules. | Jiuyong Li, Thuc Duy Le, Lin Liu, Jixue Liu, Zhou Jin, Bing-Yu Sun |
| 2013 | PAKDD | Exploring Groups from Heterogeneous Data via Sparse Learning. | Huawen Liu, Jiuyong Li, Lin Liu, Jixue Liu, Ivan Lee, Jianmin Zhao |
| 2012 | DASFAA | Data Privacy against Composition Attack. | Muzammil M. Baig, Jiuyong Li, Jixue Liu, Xiaofeng Ding, Hua Wang |
| 2012 | DASFAA | Updating Typical XML Views. | Jixue Liu, Chengfei Liu, Theo Hrder, Jeffrey Xu Yu |
| 2012 | SEC | Give Rookies A Chance: A Trust-Based Institutional Online Supplier Recommendation Framework. | Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu |
| 2011 | CIKM | Cloning for privacy protection in multiple independent data publications. | Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang |
| 2011 | DASFAA | Evaluating Contained Rewritings for XPath Queries on Materialized Views. | Rui Zhou, Chengfei Liu, Jianxin Li, Junhu Wang, Jixue Liu |
| 2011 | TrustCom | A Framework for Reputation Bootstrapping Based on Reputation Utility and Game Theories. | Han Jiao, Jixue Liu, Jiuyong Li, Chengfei Liu |
| 2009 | ADBIS | Towards Evolving Constraints in Data Transformation for XML Data Warehousing. | Md. Sumon Shahriar, Jixue Liu |
| 2009 | AusDM | Studying Genotype-Phenotype Attack on k-anonymised Medical and Genomic Data. | Muzammil M. Baig, Jiuyong Li, Jixue Liu, Hua Wang |
| 2008 | ADBIS | Preserving Functional Dependency in XML Data Transformation. | Md. Sumon Shahriar, Jixue Liu |
| 2008 | ADC | Computing Structural Similarity of Source XML Schemas against Domain XML Schema. | Jianxin Li, Chengfei Liu, Jeffrey Xu Yu, Jixue Liu, Guoren Wang, Chi Yang |
| 2008 | APWEB | Performance Analysis and Improvement for Transformation Operators in XML Data Integration. | Jiashen Tian, Jixue Liu, Weidong Pan, Millist W. Vincent, Chengfei Liu |
| 2005 | APWEB | Checking Multivalued Dependencies in XML. | Jixue Liu, Millist W. Vincent, Chengfei Liu, Mukesh K. Mohania |
| 2005 | DEXA | An XML Approach to Semantically Extract Data from HTML Tables. | Jixue Liu, Zhuoyun Ao, Ho-Hyun Park, Yongfeng Chen |
| 2004 | APWEB | Generalized Inclusion Dependencies in XML. | Millist W. Vincent, Michael Schrefl, Jixue Liu, Chengfei Liu, Solen Dogen |
| 2003 | APWEB | On Transformation to Redundancy Free XML Schema from Relational Database Schema. | Chengfei Liu, Jixue Liu, Minyi Guo |
| 2003 | APWEB | Functional Dependencies for XML. | Millist W. Vincent, Jixue Liu |
| 2003 | CaiSE | Accessing Relational Databases via XML Schema. | Chengfei Liu, Minyi Guo, Jixue Liu |
| 2003 | CaiSE | Multivalued Dependencies and a 4NF for XML. | Millist W. Vincent, Jixue Liu |
| 2003 | IDEAS | Query Translation from XSLT to SQL. | Jixue Liu, Millist W. Vincent |
| 2002 | ADBIS | A Declarative Way of Extracting XML Data in XSL. | Jixue Liu, Chengfei Liu |
| 2001 | ADC | Derivation of incremental equations for nested relations. | Jixue Liu, Millist W. Vincent |
| 2000 | CIKM | Maintaining Views in Object-relational Databases. | Jixue Liu, Millist W. Vincent, Mukesh K. Mohania |
| 2000 | IDEAS | Implementation and Performance Analysis of Incremental Equations for Nested Relations. | Jixue Liu, Millist W. Vincent, Mukesh K. Mohania |
| 1999 | IDEAS | Incremental Maintenance of Nested Relational Views. | Jixue Liu, Millist W. Vincent, Mukesh K. Mohania |