| 2026 | ICDE | Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering. | Feng Luo, Hai Lan, Hui Luo, Zhifeng Bao, Xiaoli Wang, J. Shane Culpepper, Shazia Sadiq |
| 2026 | WWW | DriftNavi: Talk through Your Data Drift with LLMs. | Zixin Wang, Junliang Yu, Tong Chen, Yadan Luo, Shazia Sadiq |
| 2025 | AIED | Knowledge Tracing with A Temporal Hypergraph Memory Network. | Mehrnoush Mohammadi, Kamal Berahmand, Shazia Sadiq, Hassan Khosravi |
| 2025 | AIED | From Misunderstandings to Learning Opportunities: Leveraging Generative AI in Discussion Forums to Support Student Learning. | Stanislav Pozdniakov, Jonathan Brazil, Oleksandra Poquet, Stephan Krusche, Santiago Berrezueta-Guzman, Shazia Sadiq, Hassan Khosravi |
| 2025 | BPM | VESPA: Visual Event-Stream Progressive Analytics. | Andrea Burattin, Silvia Miksch, Shazia Sadiq, Hans-Jrg Schulz, Katerina Vrotsou |
| 2025 | BPM | Milana: Bridging Process Mining and Visual Analytics Through Task Classification. | Lisa Zimmermann, Katerina Vrotsou, Pnina Soffer, Philipp Koytek, Barbara Weber, Shazia Sadiq |
| 2025 | CaiSE | How Do Experts Make Sense of Integrated Process Models? | Tianwa Chen, Barbara Weber, Graeme G. Shanks, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2025 | ECAI | Learning a Universal Crime Predictor with Knowledge-Guided Hypernetworks. | Fidan Karimova, Tong Chen, Yu Yang, Shazia Sadiq |
| 2025 | ICML | Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective. | Hechuan Wen, Tong Chen, Mingming Gong, Li Kheng Chai, Shazia Sadiq, Hongzhi Yin |
| 2025 | ICWSM | LLM-Based Semantic Augmentation for Harmful Content Detection. | Elyas Meguellati, Assaad Oussama Zeghina, Shazia Sadiq, Gianluca Demartini |
| 2025 | KDD | Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation. | Hechuan Wen, Tong Chen, Guanhua Ye, Li Kheng Chai, Shazia Sadiq, Hongzhi Yin |
| 2025 | WWW | Let the Augmentation Path Speak. | Daomin Ji, Hui Luo, Zhifeng Bao, Shazia Sadiq, J. Shane Culpepper |
| 2025 | WWW | Are Large Language Models Good Data Preprocessors? | Elyas Meguellati, Nardiena A. Pratama, Shazia Sadiq, Gianluca Demartini |
| 2025 | WWW | BiasNavi: LLM-Empowered Data Bias Management. | Junliang Yu, Jay Thai Duong Huynh, Shaoyang Fan, Gianluca Demartini, Tong Chen, Hongzhi Yin, Shazia Sadiq |
| 2025 | SIGIR | ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems. | Zongwei Wang, Min Gao, Junliang Yu, Xinyi Gao, Quoc Viet Hung Nguyen, Shazia Sadiq, Hongzhi Yin |
| 2025 | SIGIR | Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing. | Zecheng Zhao, Zhi Chen, Zi Huang, Shazia Sadiq, Tong Chen |
| 2025 | WISE | Towards Cost-Effective Model Update in Online Feature-Incremental Learning. | Zirui Tan, Hechuan Wen, Shazia Sadiq, Tong Chen |
| 2025 | WSDM | Towards Secure and Robust Recommender Systems: A Data-Centric Perspective. | Zongwei Wang, Junliang Yu, Tong Chen, Hongzhi Yin, Shazia Sadiq, Min Gao |
| 2024 | ICDM | EMIT - Event-Based Masked Auto Encoding for Irregular Time Series. | Hrishikesh Patel, Ruihong Qiu, Adam Irwin, Shazia Sadiq, Sen Wang |
| 2024 | ICWSM | On the Role of Large Language Models in Crowdsourcing Misinformation Assessment. | Jiechen Xu, Lei Han, Shazia Sadiq, Gianluca Demartini |
| 2024 | KDD | Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks. | Zongwei Wang, Junliang Yu, Min Gao, Hongzhi Yin, Bin Cui, Shazia Sadiq |
| 2024 | RCIS | Which Legal Requirements are Relevant to a Business Process? Comparing AI-Driven Methods as Expert Aid. | Catherine Sai, Shazia Sadiq, Lei Han, Gianluca Demartini, Stefanie Rinderle-Ma |
| 2024 | WWW | How Good are LLMs in Generating Personalized Advertisements? | Elyas Meguellati, Lei Han, Abraham Bernstein, Shazia Sadiq, Gianluca Demartini |
| 2023 | ICDM | To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data. | Hechuan Wen, Tong Chen, Li Kheng Chai, Shazia Sadiq, Kai Zheng, Hongzhi Yin |
| 2023 | WWW | Human-in-the-loop Regular Expression Extraction for Single Column Format Inconsistency. | Shaochen Yu, Lei Han, Marta Indulska, Shazia Sadiq, Gianluca Demartini |
| 2023 | SIGMOD | DEI Perspectives in Information Technology Education. | Shazia Sadiq |
| 2022 | CIKM | Workshop on Human-in-the-loop Data Curation. | Gianluca Demartini, Jie Yang, Shazia Sadiq |
| 2022 | ER | A Behavioural Analysis of Metadata Use in Evaluating the Quality of Repurposed Data. | Hui Zhou, Lei Han, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2022 | ICWSM | Exploring Data Literacy Levels in the Crowd - the Case of COVID-19. | Shaoyang Fan, Lei Han, Gianluca Demartini, Shazia Sadiq |
| 2022 | WWW | Does Evidence from Peers Help Crowd Workers in Assessing Truthfulness? | Jiechen Xu, Lei Han, Shaoyang Fan, Shazia Sadiq, Gianluca Demartini |
| 2021 | AIED | Open Learner Models for Multi-activity Educational Systems. | Solmaz Abdi, Hassan Khosravi, Shazia Sadiq, Ali Darvishi |
| 2021 | BPM | Value Creation from Data - Why is this a BPM Problem? | Shazia Sadiq, Ida Asadi Someh, Tianwa Chen, Marta Indulska |
| 2021 | LAK | Modelling Learners in Adaptive Educational Systems: A Multivariate Glicko-based Approach. | Solmaz Abdi, Hassan Khosravi, Shazia Sadiq |
| 2021 | LAK | Charting the Design and Analytics Agenda of Learnersourcing Systems. | Hassan Khosravi, Gianluca Demartini, Shazia Sadiq, Dragan Gasevic |
| 2020 | AIED | Modelling Learners in Crowdsourcing Educational Systems. | Solmaz Abdi, Hassan Khosravi, Shazia Sadiq |
| 2020 | AIED | Recommending Insightful Drill-Downs Based on Learning Processes for Learning Analytics Dashboards. | Shiva Shabaninejad, Hassan Khosravi, Sander J. J. Leemans, Shazia Sadiq, Marta Indulska |
| 2020 | CaiSE | Building Data Curation Processes with Crowd Intelligence. | Tianwa Chen, Lei Han, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2020 | CIKM | Modelling User Behavior Dynamics with Embeddings. | Lei Han, Alessandro Checco, Djellel Eddine Difallah, Gianluca Demartini, Shazia Sadiq |
| 2020 | ER | Sensemaking in Dual Artefact Tasks - The Case of Business Process Models and Business Rules. | Tianwa Chen, Shazia Sadiq, Marta Indulska |
| 2020 | ER | Identifying Cohorts: Recommending Drill-Downs Based on Differences in Behaviour for Process Mining. | Sander J. J. Leemans, Shiva Shabaninejad, Kanika Goel, Hassan Khosravi, Shazia Sadiq, Moe Thandar Wynn |
| 2020 | ER | Identifying Cohorts that Differ in their Behaviour: Tool Support. | Sander J. J. Leemans, Shiva Shabaninejad, Kanika Goel, Hassan Khosravi, Shazia Sadiq, Moe Thandar Wynn |
| 2020 | LAK | Complementing educational recommender systems with open learner models. | Solmaz Abdi, Hassan Khosravi, Shazia Sadiq, Dragan Gasevic |
| 2020 | SIGCSE | Development and Adoption of an Adaptive Learning System: Reflections and Lessons Learned. | Hassan Khosravi, Shazia Sadiq, Dragan Gasevic |
| 2020 | SIGIR | On Understanding Data Worker Interaction Behaviors. | Lei Han, Tianwa Chen, Gianluca Demartini, Marta Indulska, Shazia Sadiq |
| 2019 | BPM | Responsible Process Mining - A Data Quality Perspective. | Moe Thandar Wynn, Shazia Sadiq |
| 2019 | DASFAA | Semi-supervised Clustering with Deep Metric Learning. | Xiaocui Li, Hongzhi Yin, Ke Zhou, Hongxu Chen, Shazia Sadiq, Xiaofang Zhou |
| 2019 | EDM | A Multivariate ELO-based Learner Model for Adaptive Educational Systems. | Solmaz Abdi, Hassan Khosravi, Shazia Sadiq, Dragan Gasevic |
| 2019 | ICDE | Context-Aware Attention-Based Data Augmentation for POI Recommendation. | Yang Li, Yadan Luo, Zheng Zhang, Shazia Sadiq, Peng Cui |
| 2019 | ICDE | Collaborative Generative Adversarial Network for Recommendation Systems. | Yuzhen Tong, Yadan Luo, Zheng Zhang, Shazia Sadiq, Peng Cui |
| 2018 | BPM | Business Process and Rule Integration Approaches - An Empirical Analysis. | Tianwa Chen, Wei Wang, Marta Indulska, Shazia Sadiq |
| 2017 | BPM | Effect of Linked Rules on Business Process Model Understanding. | Wei Wang, Marta Indulska, Shazia Sadiq, Barbara Weber |
| 2017 | DASFAA | Jointly Modeling Heterogeneous Temporal Properties in Location Recommendation. | Saeid Hosseini, Hongzhi Yin, Meihui Zhang, Xiaofang Zhou, Shazia Sadiq |
| 2016 | ADC | Exploiting Hierarchies for Efficient Detection of Completeness in Stream Data. | Simon Razniewski, Shazia Sadiq, Xiaofang Zhou |
| 2016 | ADC | A Pattern-Based Framework for Addressing Data Representational Inconsistency. | Bingyu Yi, Wen Hua, Shazia Sadiq |
| 2016 | CaiSE | To Integrate or Not to Integrate - The Business Rules Question. | Wei Wang, Marta Indulska, Shazia Sadiq |
| 2016 | CaiSE | Cognitive Efforts in Using Integrated Models of Business Processes and Rules. | Wei Wang, Marta Indulska, Shazia Sadiq |
| 2016 | ICDE | Big data quality - whose problem is it? | Shazia Sadiq, Paolo Papotti |
| 2016 | ICDE | SPORE: A sequential personalized spatial item recommender system. | Weiqing Wang, Hongzhi Yin, Shazia Sadiq, Ling Chen, Min Xie, Xiaofang Zhou |
| 2016 | ICDE | Discovering interpretable geo-social communities for user behavior prediction. | Hongzhi Yin, Zhiting Hu, Xiaofang Zhou, Hao Wang, Kai Zheng, Nguyen Quoc Viet Hung, Shazia Sadiq |
| 2015 | ADC | Storing and Processing Massive Trajectory Data on SAP HANA. | Haozhou Wang, Kai Zheng, Hoyoung Jeung, Shane Bracher, Asadul K. Islam, Wasim Sadiq, Shazia Sadiq, Xiaofang Zhou |
| 2015 | CIKM | Joint Modeling of User Check-in Behaviors for Point-of-Interest Recommendation. | Hongzhi Yin, Xiaofang Zhou, Yingxia Shao, Hao Wang, Shazia Sadiq |
| 2015 | CIKM | Making Sense of Spatial Trajectories. | Xiaofang Zhou, Kai Zheng, Hoyoung Jeung, Jiajie Xu, Shazia Sadiq |
| 2015 | ICDE | Making sense of trajectory data: A partition-and-summarization approach. | Han Su, Kai Zheng, Kai Zeng, Jiamin Huang, Shazia Sadiq, Nicholas Jing Yuan, Xiaofang Zhou |
| 2015 | ICDE | Approximate keyword search in semantic trajectory database. | Bolong Zheng, Nicholas Jing Yuan, Kai Zheng, Xing Xie, Shazia Sadiq, Xiaofang Zhou |
| 2015 | ICIS | Effectiveness of Domain Ontologies to Facilitate Shared Understanding and Cross-Understanding. | Henry Roa, Marta Indulska, Shazia Sadiq |
| 2015 | KDD | Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation. | Weiqing Wang, Hongzhi Yin, Ling Chen, Yizhou Sun, Shazia Sadiq, Xiaofang Zhou |
| 2015 | SIGMOD | SharkDB: An In-Memory Storage System for Massive Trajectory Data. | Haozhou Wang, Kai Zheng, Xiaofang Zhou, Shazia Sadiq |
| 2014 | ADC | Efficient Aggregate Farthest Neighbour Query Processing on Road Networks. | Haozhou Wang, Kai Zheng, Han Su, Jiping Wang, Shazia Sadiq, Xiaofang Zhou |
| 2014 | APWEB | EISA: An Efficient Information Theoretical Approach to Value Segmentation in Large Databases. | Weiqing Wang, Shazia Sadiq, Xiaofang Zhou |
| 2014 | CIKM | SharkDB: An In-Memory Column-Oriented Trajectory Storage. | Haozhou Wang, Kai Zheng, Jiajie Xu, Bolong Zheng, Xiaofang Zhou, Shazia Sadiq |
| 2014 | DASFAA | Location Oriented Phrase Detection in Microblogs. | Saeid Hosseini, Sayan Unankard, Xiaofang Zhou, Shazia Sadiq |
| 2014 | ICIS | A Data Driven Approach for Discovering Data Quality Requirements. | Ruojing Zhang, Vimukthi Jayawardene, Marta Indulska, Shazia Sadiq, Xiaofang Zhou |
| 2014 | MDM | ORange: Objective-Aware Range Query Refinement. | Abdullah M. Albarrak, Tatiana Noboa, Hina A. Khan, Mohamed A. Sharaf, Xiaofang Zhou, Shazia Sadiq |
| 2014 | MDM | Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data. | Bolong Zheng, Kai Zheng, Mohamed A. Sharaf, Xiaofang Zhou, Shazia Sadiq |
| 2013 | ADC | An Effectiveness Study on Trajectory Similarity Measures. | Haozhou Wang, Han Su, Kai Zheng, Shazia Sadiq, Xiaofang Zhou |
| 2013 | WISE | Exploiting Structural Similarity for Automatic Information Extraction from Lists. | Dat T. Huynh, Jiajie Xu, Shazia Sadiq, Xiaofang Zhou |
| 2012 | CaiSE | A Compliance Management Ontology: Developing Shared Understanding through Models. | Norris Syed Abdullah, Shazia Sadiq, Marta Indulska |
| 2012 | CIKM | Efficient provenance storage for relational queries. | Zhifeng Bao, Henning Khler, Liwei Wang, Xiaofang Zhou, Shazia Sadiq |
| 2012 | WISE | WebPut: Efficient Web-Based Data Imputation. | Zhixu Li, Mohamed A. Sharaf, Laurianne Sitbon, Shazia Sadiq, Marta Indulska, Xiaofang Zhou |
| 2011 | ADC | 20 Years of Data Quality Research: Themes, Trends and Synergies. | Shazia Sadiq, Naiem Khodabandehloo Yeganeh, Marta Indulska |
| 2011 | CaiSE | Experience Driven Process Improvement. | Mukhammad Andri Setiawan, Shazia Sadiq |
| 2010 | CaiSE | Emerging Challenges in Information Systems Research for Regulatory Compliance Management. | Norris Syed Abdullah, Shazia Sadiq, Marta Indulska |
| 2010 | DASFAA | Active Duplicate Detection. | Ke Deng, Liwei Wang, Xiaofang Zhou, Shazia Sadiq, Gabriel Pui Cheong Fung |
| 2010 | DASFAA | MCIS2010 Workshop Organizers' Message. | Shazia Sadiq, Xiaochun Yang, Xiaofang Zhou, Ke Deng |
| 2010 | ICALT | On Improving Learning Outcomes Through Sharing of Learning Experiences. | Au Thien Wan, Shazia Sadiq, Xue Li |
| 2010 | SIGMOD | Sampling dirty data for matching attributes. | Henning Khler, Xiaofang Zhou, Shazia Sadiq, Yanfeng Shu, Kerry L. Taylor |
| 2010 | WISE | Providing Flexible Tradeoff for Provenance Tracking. | Liwei Wang, Henning Khler, Ke Deng, Xiaofang Zhou, Shazia Sadiq |
| 2009 | DASFAA | Workshop Organizers' Message. | Shazia Sadiq, Ke Deng, Xiaofang Zhou, Xiaochun Yang, Walid G. Aref, Alex Delis, Qing Liu, Kai Xu |
| 2009 | ICDE | Processing Group Nearest Group Query. | Ke Deng, Hu Xu, Shazia Sadiq, Yansheng Lu, Gabriel Pui Cheong Fung, Heng Tao Shen |
| 2008 | APWEB | Research and Practice in Data Quality. | Shazia Sadiq, Xiaofang Zhou, Ke Deng |
| 2008 | BPM | Detecting Regulatory Compliance for Business Process Models through Semantic Annotations. | Guido Governatori, Jrg Hoffmann, Shazia Sadiq, Ingo Weber |
| 2008 | WISE | Data Quality in Web Information Systems. | Xiaofang Zhou, Shazia Sadiq, Ke Deng |
| 2007 | BPM | Compliance Aware Business Process Design. | Ruopeng Lu, Shazia Sadiq, Guido Governatori |
| 2007 | BPM | Evie - A Developers Toolkit for Encoding Service Interaction Patterns. | Anthony M. J. O'Hagan, Shazia Sadiq, Wasim Sadiq |
| 2007 | BPM | Modeling Control Objectives for Business Process Compliance. | Shazia Sadiq, Guido Governatori, Kioumars Namiri |
| 2007 | ER | On the Discovery of Preferred Work Practice Through Business Process Variants. | Ruopeng Lu, Shazia Sadiq |
| 2007 | WISE | Workshop PC Chairs' Message. | Shazia Sadiq, Claude Godart, Michael zur Muehlen |
| 2006 | ADC | Using a temporal constraint network for business process execution. | Ruopeng Lu, Shazia Sadiq, Vineet Padmanabhan, Guido Governatori |
| 2006 | APCCM | Process modelling: the deontic way. | Vineet Padmanabhan, Guido Governatori, Shazia Sadiq, Robert M. Colomb, Antonino Rotolo |
| 2006 | BPM | Managing Process Variants as an Information Resource. | Ruopeng Lu, Shazia Sadiq |
| 2006 | BPM | Towards a Methodology for Deriving Contract-Compliant Business Processes. | Zoran Milosevic, Shazia Sadiq, Maria E. Orlowska |
| 2006 | EDOC | Compliance checking between business processes and business contracts. | Guido Governatori, Zoran Milosevic, Shazia Sadiq |
| 2006 | EDOC | Translating business contract into compliant business processes. | Zoran Milosevic, Shazia Sadiq, Maria E. Orlowska |
| 2004 | ADC | A Model of Dynamic Resource Allocation in Workflow Systems. | Guido Governatori, Antonino Rotolo, Shazia Sadiq |
| 2004 | ADC | Data Flow and Validation in Workflow Modelling. | Shazia Sadiq, Maria E. Orlowska, Wasim Sadiq, Cameron Foulger |
| 2004 | ITiCSE | SQLator: an online SQL learning workbench. | Shazia Sadiq, Maria E. Orlowska, Wasim Sadiq, Joe Y.-C. Lin |
| 2002 | ADC | On Building Workflow Models for Flexible Processes. | Peter J. Mangan, Shazia Sadiq |
| 2001 | ER | Pockets of Flexibility in Workflow Specification. | Shazia Sadiq, Wasim Sadiq, Maria E. Orlowska |