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2026 Journal Article AI assistance in peer feedback provision: pedagogically sound, but minimally adoptedPozdniakov, Stanislav, Brazil, Jonathan, Banihashem, Seyyed Kazem, Noroozi, Omid, Gašević, Dragan, Sadiq, Shazia and Khosravi, Hassan (2026). AI assistance in peer feedback provision: pedagogically sound, but minimally adopted. Computers and Education, 248 105591, 1-20. doi: 10.1016/j.compedu.2026.105591 |
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2026 Journal Article From knowledge gaps to learning opportunities: leveraging student questions and dual use of generative AI to support student learning at scalePozdniakov, Stanislav, Brazil, Jonathan, Poquet, Oleksandra, Krusche, Stephan, Berrezueta-Guzman, Santiago, Sadiq, Shazia and Khosravi, Hassan (2026). From knowledge gaps to learning opportunities: leveraging student questions and dual use of generative AI to support student learning at scale. Computers and Education: Artificial Intelligence, 10 100509, 100509. doi: 10.1016/j.caeai.2025.100509 |
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2026 Other Outputs Accepted but not trusted: The continuum of legitimation of AI in policingPool, Javad, Indulska, Marta, Asadi, Ida, Sadiq, Shazia and Moss, Nick (2026, 04 23). Accepted but not trusted: The continuum of legitimation of AI in policing Policing Insight |
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2026 Journal Article Missing Value Imputation in Tabular Data Lakes Unleashed: A Hybrid ApproachLuo, Feng, Lan, Hai, Luo, Hui, Bao, Zhifeng, Culpepper, J. Shane, Sadiq, Shazia and Wang, Xiaoli (2026). Missing Value Imputation in Tabular Data Lakes Unleashed: A Hybrid Approach. The VLDB Journal, 35 (2) 11. doi: 10.1007/s00778-025-00957-1 |
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2026 Journal Article PrefaceBork, Dominik, Lukyanenko, Roman, Sadiq, Shazia, Bellatreche, Ladjel and Pastor, Oscar (2026). Preface. Lecture Notes in Computer Science, 16189 LNCS, v-vi. |
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2026 Book Chapter Data-Centric Support for Dynamic ProcessesReichert, Manfred, Sadiq, Shazia and Weber, Barbara (2026). Data-Centric Support for Dynamic Processes. Lecture Notes in Computer Science. (pp. 126-140) Cham: Springer Nature Switzerland. doi: 10.1007/978-3-032-17618-9_10 |
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2025 Journal Article When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in RecommendationWang, Zongwei, Gao, Min, Yu, Junliang, Sadiq, Shazia, Yin, Hongzhi and Liu, Ling (2025). When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation. ACM Transactions on Information Systems, 44 (2) 3779448, 1-30. doi: 10.1145/3779448 |
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2025 Journal Article Denoising pretrained black-box models via amplitude-guided phase realignmentNi, Hongliang, Chen, Tong, Sadiq, Shazia and Demartini, Gianluca (2025). Denoising pretrained black-box models via amplitude-guided phase realignment. Transactions on Machine Learning Research, December-2025, 1-16. |
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2025 Conference Publication Are synthetic videos useful? A benchmark for retrieval-centric evaluation of synthetic videosZhao, Zecheng, Song, Selena, Chen, Tong, Chen, Zhi, Sadiq, Shazia and Luo, Yadan (2025). Are synthetic videos useful? A benchmark for retrieval-centric evaluation of synthetic videos. 2025 Conference on Multimedia-MM, Dublin, Ireland, 27-31 October 2025. New York, NY, United States: ACM. doi: 10.1145/3746027.3758257 |
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2025 Conference Publication Learning a universal crime predictor with knowledge-guided hypernetworksKarimova, Fidan, Chen, Tong, Yang, Yu and Sadiq, Shazia (2025). Learning a universal crime predictor with knowledge-guided hypernetworks. 28th European Conference on Artificial Intelligence, Bologna, Italy, 25-30 October 2025. Amsterdam, Netherlands: IOS Press. doi: 10.3233/FAIA251027 |
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2025 Journal Article Leveraging artificial intelligence technology for mapping publications to sustainable development goalsYin, Hui, Aryani, Amir, Lambert, Gavin, Wu, Zhuochen, Nambiar, Nakul, White, Marcus, Salvador-Carulla, Luis, Sadiq, Shazia, Sojli, Elvira, Boddy, Jennifer, Murray, Greg and Tham, Wing Wah (2025). Leveraging artificial intelligence technology for mapping publications to sustainable development goals. Array, 27 100419. doi: 10.1016/j.array.2025.100419 |
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2025 Conference Publication Progressive Generalization Risk Reduction for Data-Efficient Causal Effect EstimationWen, Hechuan, Chen, Tong, Ye, Guanhua, Chai, Li Kheng, Sadiq, Shazia and Yin, Hongzhi (2025). Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation. KDD '25: The 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Toronto, Canada, 3 - 7 August 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3690624.3709305 |
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2025 Conference Publication Continual text-to-video retrieval with frame fusion and task-aware routingZhao, Zecheng, Chen, Zhi, Huang, Zi, Sadiq, Shazia and Chen, Tong (2025). Continual text-to-video retrieval with frame fusion and task-aware routing. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3729936 |
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2025 Conference Publication ID-free not risk-free: LLM-powered agents unveil risks in ID-free recommender systemsWang, Zongwei, Gao, Min, Yu, Junliang, Gao, Xinyi, Nguyen, Quoc Viet Hung, Sadiq, Shazia and Yin, Hongzhi (2025). ID-free not risk-free: LLM-powered agents unveil risks in ID-free recommender systems. 48th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (ACM SIGIR 2025), Padua, Italy, 13-18 July 2025. New York, NY, United States: Association for Computing Machinery. doi: 10.1145/3726302.3730003 |
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2025 Conference Publication How do experts make sense of integrated process models?Chen, Tianwa, Weber, Barbara, Shanks, Graeme, Demartini, Gianluca, Indulska, Marta and Sadiq, Shazia (2025). How do experts make sense of integrated process models?. 37th International Conference, CAiSE 2025, Vienna, Austria, 16-20 June 2025. Cham, Switzerland: Springer Switzerland. doi: 10.1007/978-3-031-94571-7_1 |
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2025 Conference Publication LLM-Based Semantic Augmentation for Harmful Content DetectionMeguellati, Elyas, Zeghina, Assaad, Sadiq, Shazia and Demartini, Gianluca (2025). LLM-Based Semantic Augmentation for Harmful Content Detection. Nineteenth International AAAI Conference on Web and Social Media, Copenhagen, Denmark, 23-26 June 2025. Washington, DC United States: Association for the Advancement of Artificial Intelligence (AAAI). doi: 10.1609/icwsm.v19i1.35868 |
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2025 Journal Article Artificial intelligence in multimodal learning analytics: a systematic literature reviewMohammadi, Mehrnoush, Tajik, Elham, Martinez-Maldonado, Roberto, Sadiq, Shazia, Tomaszewski, Wojtek and Khosravi, Hassan (2025). Artificial intelligence in multimodal learning analytics: a systematic literature review. Computers and Education: Artificial Intelligence, 8 100426, 1-30. doi: 10.1016/j.caeai.2025.100426 |
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2025 Journal Article Enhancing peer feedback provision through user interface scaffolding: A comparative examination of scripting and self-monitoring techniquesLahza, Hatim Fareed, Demartini, Gianluca, Noroozi, Omid, Gašević, Dragan, Sadiq, Shazia and Khosravi, Hassan (2025). Enhancing peer feedback provision through user interface scaffolding: A comparative examination of scripting and self-monitoring techniques. Computers and Education, 230 105260, 1-22. doi: 10.1016/j.compedu.2025.105260 |
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2025 Conference Publication Let the Augmentation Path SpeakJi, Daomin, Luo, Hui, Bao, Zhifeng, Sadiq, Shazia and Culpepper, J. Shane (2025). Let the Augmentation Path Speak. WWW '25: The ACM Web Conference 2025, Sydney, NSW, Australia, 28 April - 2 May 2025. New York, NY, United States: ACM. doi: 10.1145/3701716.3715183 |
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2025 Conference Publication Are Large Language Models Good Data Preprocessors?Meguellati, Elyas, Pratama, Nardiena, Sadiq, Shazia and Demartini, Gianluca (2025). Are Large Language Models Good Data Preprocessors?. WWW '25: The ACM Web Conference 2025, Sydney, NSW Australia, 28 April - 2 May 2025. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3701716.3717568 |
