SS
Shazia Sadiq
cs.IRcs.LGcs.CLcs.DBcs.AIcs.CYcs.HCcs.CVcs.CRstat.ML
On Valency
published · living versionsW_ba9uayf7·v1 · currentpublished
CaRe-KT: Continuity-Aware Retrieval-Augmented Reasoning for Knowledge Tracing
with Mehrnoush Mohammadi, Kamal Berahmand, Mohammad Morsali, Wojtek Tomaszewski +1
1 version
Preprints & journals
40 papers in the corpus · 2015–2026Cost-Effective Numerical QA over Semi-Structured Table: Structuring, Resolution, Planning2610.07749v1 · Feng Luo, Hui Luo, Zhifeng Bao et al.2026 · 0 citationsarXiv
Towards Efficient Reasoning in LLM-Based Recommender Systems via Model Merging2608.10447v1 · Linh Dieu Le, Tong Chen, Shazia Sadiq et al.2026 · 0 citationsarXiv
GRAFT: Graph-Matched Retrieval and Fusion of Tables in Data Lakes2607.12717v1 · Daomin Ji, Hui Luo, Zhifeng Bao et al.2026 · 0 citationsarXiv
Alignment-Guided Largest Table Overlap Size Estimation2607.03049v1 · Ge Lee, Shixun Huang, Zhifeng Bao et al.2026 · 0 citationsarXiv
Building AI Companions that Prioritise Learning over Performance2605.04816v2 · Hassan Khosravi, Dragan Gasevic, Shazia Sadiq et al.2026 · 0 citationsarXiv
Unified Data Discovery across Query Modalities and User Intents2604.27252v1 · Tingting Wang, Shixun Huang, Zhifeng Bao et al.2026 · 0 citationsarXiv
Self-Distilled Reinforcement Learning for Co-Evolving Agentic Recommender Systems2604.10029v2 · Zongwei Wang, Min Gao, Hongzhi Yin et al.2026 · 0 citationsarXiv
Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach2603.14419v1 · Ge Lee, Shixun Huang, Zhifeng Bao et al.2026 · 0 citationsarXiv
Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering2603.07950v1 · Feng Luo, Hai Lan, Hui Luo et al.2026 · 1 citationarXiv
Generative Recall, Dense Reranking: Learning Multi-View Semantic IDs for Efficient Text-to-Video Retrieval2601.21193v1 · Zecheng Zhao, Zhi Chen, Zi Huang et al.2026 · 0 citationsarXiv
LLM-Generated Ads: From Personalization Parity to Persuasion Superiority2512.03373v1 · Elyas Meguellati, Stefano Civelli, Lei Han et al.2025 · 0 citationsarXiv
Learning A Universal Crime Predictor with Knowledge-guided Hypernetworks2511.02336v1 · Fidan Karimova, Tong Chen, Yu Yang et al.2025 · 2 citationsarXiv
From Misunderstandings to Learning Opportunities: Leveraging Generative AI in Discussion Forums to Support Student Learning2508.11150v1 · Stanislav Pozdniakov, Jonathan Brazil, Oleksandra Poquet et al.2025 · 2 citationsArtificial Intelligence in Education. AIED 2025. Lecture Notes in Computer Science, vol 15882. Springer, Cham
When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation2507.07436v1 · Zongwei Wang, Min Gao, Junliang Yu et al.2025 · 2 citationsarXiv
Are Synthetic Videos Useful? A Benchmark for Retrieval-Centric Evaluation of Synthetic Videos2507.02316v1 · Zecheng Zhao, Selena Song, Tong Chen et al.2025 · 0 citationsarXiv
How Do Experts Make Sense of Integrated Process Models?2505.20667v2 · Tianwa Chen, Barbara Weber, Graeme Shanks et al.2025 · 1 citationarXiv
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective2505.05242v1 · Hechuan Wen, Tong Chen, Mingming Gong et al.2025 · 0 citationsarXiv
LLM-based Semantic Augmentation for Harmful Content Detection2504.15548v1 · Elyas Meguellati, Assaad Zeghina, Shazia Sadiq et al.2025 · 6 citationsarXiv
RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents2503.23374v1 · Zongwei Wang, Min Gao, Junliang Yu et al.2025 · 0 citationsarXiv
Towards Detecting Persuasion on Social Media: From Model Development to Insights on Persuasion Strategies2503.13844v2 · Elyas Meguellati, Stefano Civelli, Pietro Bernardelle et al.2025 · 1 citationProceedings of the International AAAI Conference on Web and Social Media 20(1) (2026) 1587-1608
Continual Text-to-Video Retrieval with Frame Fusion and Task-Aware Routing2503.10111v2 · Zecheng Zhao, Zhi Chen, Zi Huang et al.2025 · 8 citationsarXiv
Are Large Language Models Good Data Preprocessors?2502.16790v1 · Elyas Meguellati, Nardiena Pratama, Shazia Sadiq et al.2025 · 3 citationsarXiv
Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation2411.11256v1 · Hechuan Wen, Tong Chen, Guanhua Ye et al.2024 · 1 citationarXiv
Fairness without Sensitive Attributes via Knowledge Sharing2409.18470v1 · Hongliang Ni, Lei Han, Tong Chen et al.2024 · 4 citationsarXiv
EMIT- Event-Based Masked Auto Encoding for Irregular Time Series2409.16554v2 · Hrishikesh Patel, Ruihong Qiu, Adam Irwin et al.2024 · 8 citationsarXiv
ID-Free Not Risk-Free: LLM-Powered Agents Unveil Risks in ID-Free Recommender Systems2409.11690v3 · Zongwei Wang, Min Gao, Junliang Yu et al.2024 · 4 citationsarXiv
Large language models and generative AI in telehealth: a responsible use lens.38441296 · Pool, Javad, Indulska, Marta, Sadiq, Shazia2024 · 50 citationsJournal of the American Medical Informatics Association : JAMIA. 2024;31(9):2125-2136
Poisoning Attacks and Defenses in Recommender Systems: A Survey2406.01022v2 · Zongwei Wang, Junliang Yu, Min Gao et al.2024 · 5 citationsarXiv
Large Language Models Meet User Interfaces: The Case of Provisioning Feedback2404.11072v1 · Stanislav Pozdniakov, Jonathan Brazil, Solmaz Abdi et al.2024 · 43 citationsarXiv
Poisoning Attacks against Recommender Systems: A Survey2401.01527v3 · Zongwei Wang, Min Gao, Junliang Yu et al.2024 · 2 citationsarXiv
Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods2401.02986v1 · Catherine Sai, Shazia Sadiq, Lei Han et al.2024 · 1 citationarXiv
Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks2311.18244v2 · Zongwei Wang, Junliang Yu, Min Gao et al.2023 · 22 citationsarXiv
Leveraging Artificial Intelligence Technology for Mapping Research to Sustainable Development Goals: A Case Study2311.16162v1 · Hui Yin, Amir Aryani, Gavin Lambert et al.2023 · 1 citationarXiv
To Predict or to Reject: Causal Effect Estimation with Uncertainty on Networked Data2309.08165v1 · Hechuan Wen, Tong Chen, Li Kheng Chai et al.2023 · 3 citationsarXiv
Variational Counterfactual Prediction under Runtime Domain Corruption2306.13271v1 · Hechuan Wen, Tong Chen, Li Kheng Chai et al.2023 · 2 citationsarXiv
Context-Aware Attention-Based Data Augmentation for POI Recommendation2106.15984v1 · Yang Li, Yadan Luo, Zheng Zhang et al.2021 · 26 citations35th IEEE International Conference on Data Engineering Workshops, ICDE Workshops 2019, Macao, China, April 8-12, 2019
A Multivariate Elo-based Learner Model for Adaptive Educational Systems1910.12581v1 · Solmaz Abdi, Hassan Khosravi, Shazia Sadiq et al.2019 · 23 citationsarXiv
A Data Quality Control Method for Seafloor Observatories: The Application of Observed Time Series Data in the East China Sea.30103440 · Zhou, Yusheng, Qin, Rufu, Xu, Huiping et al.2018 · 36 citationsSensors (Basel, Switzerland). 2018;18(8)
Leveraging Multi-aspect Time-related Influence in Location Recommendation1701.00595v1 · Saeid Hosseini, Hongzhi Yin, Xiaofang Zhou et al.2017 · 36 citationsarXiv
Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation1503.03650v1 · Weiqing Wang, Hongzhi Yin, Ling Chen et al.2015 · 23 citationsarXiv
Career total: 405 works. 40 are in this corpus.
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