Publications

2025

Bilal Khan, Jia Wu, Jian Yang, Shan Xue, and Malik Khizar Hayat, "A Unified Hypergraph Framework for Inter and Intra-Session Dynamics in Session-Based Social Recommendations." IEEE Transactions on Big Data, 2025. doi: 10.1109/TBDATA.2025.3566617
Malik Khizar Hayat, Shan Xue, Jia Wu, Bilal Khan, and Jian Yang, "Self-supervised Time-aware Heterogeneous Hypergraph Learning for Dynamic Graph-level Classification." Proceedings of the 18th International Conference on Web Search and Data Mining (WSDM), pp. 213-221, 2025. doi: 10.1145/3701551.3703504

2024

Malik Khizar Hayat, Shan Xue, and Jian Yang, "Self-supervised Multi-hop Heterogeneous Hypergraph Embedding with Informative Pooling for Graph-level Classification." Knowledge and Information Systems (KAIS), vol. 67, pp. 1945-1968, 2024. doi: 10.1007/s10115-024-02259-4
Malik Khizar Hayat, Shan Xue, Jia Wu, and Jian Yang, "Heterogeneous Hypergraph Embedding for Node Classification in Dynamic Networks." IEEE Transactions on Artificial Intelligence, vol. 5, pp. 5465-5477, 2024. doi: 10.1109/TAI.2024.3450658

2023

Malik Khizar Hayat, Ali Daud, Ameen Banjar, Riad Alharbey, and Amal Bukhari, "A deep co-evolution architecture for anomaly detection in dynamic networks." Multimedia Tools and Applications, vol. 83, pp. 40489-40508, 2023. doi: 10.1007/s11042-023-17126-7
Malik Khizar Hayat, Shan Xue, and Jian Yang, "Self-supervised Heterogeneous Hypergraph Learning with Context-aware Pooling for Graph-level Classification." Proceedings of the 2023 IEEE International Conference on Data Mining (ICDM), pp. 140-149, 2023. doi: 10.1109/ICDM58522.2023.00023
Muhammad Sajid Qureshi, Ali Daud, Malik Khizar Hayat, and Muhammad Tanvir Afzal, "OpenRank: A Novel Approach to Rank Universities using Objective and Publicly Verifiable Data Sources." Library Hi-Tech, pp. 474-500, 2023. doi: 10.1108/LHT-07-2019-0131

2022

Ali Daud, Malik Khizar Hayat, Abdulrahman A. Alshdadi, Ameen Banjar, and W. M Alharbi, "Measuring the impact of co-author count on citation count of research publications." COLLNET Journal of Scientometrics and Information Management, vol. 16, pp. 35-48, 2022. doi: 10.1080/09737766.2021.2016356
Abdulrahman A. Alshdadi, Malik Khizar Hayat, Ali Daud, Ameen Banjar, and Hussain Dawood, "Measuring the impact of COVID-19 surveillance variables over the international oil market." International Journal of Advanced and Applied Sciences, vol. 9, pp. 27-33, 2022. doi: covidwho-1614449
Riad Alharbey, Jong In Kim, Ali Daud, Min Song, Abdulrahman A. Alshdadi, and Malik Khizar Hayat, "Indexing Important Drugs from Medical Literature." Scientometrics, vol. 127, pp. 2661-2681, 2022. doi: 10.1007/s11192-022-04340-7
Ali Daud, Naveed-ul-Islam, Imran Razzak, and Malik Khizar Hayat, "Identifying Rising Stars via Supervised Machine Learning." IEEE Transactions on Computational Social Systems, vol. 10, pp. 2374-2384, 2022. doi: 10.1109/TCSS.2022.3178070
Muhammad Sajid Qureshi, Ali Daud, Malik Khizar Hayat, Min Song, and Yejin Park, "Heading Towards Sub-discipline Rankings for Higher Education Institutions." IEEE Transactions on Computational Social Systems, vol. 10, pp. 3536-3555, 2022. doi: 10.1109/TCSS.2022.3206396

2021

Aqeel Feroze, Ali Daud, Tehmina Amjad, and Malik Khizar Hayat, "Group Anomaly Detection: Past Notions, Present Insights, and Future Prospects." SN Computer Science, vol. 2, pp. 1-27, 2021. doi: 10.1007/s42979-021-00603-x

2020

Malik Khizar Hayat, Ali Daud, Rabeeh Ayaz Abbasi, Tehmina Amjad, and Xiuzhen Jenny Zhang, "Coronavirus Disease (COVID-19) Dynamics: Age and Gender-based Analysis of Surveillance Variables." Preprint, 2020. doi: 10.20944/preprints202008.0458.v1
Tehmina Amjad, Ali Daud, Malik Khizar Hayat, Muhammad Tanvir Afzal, and Hussain Dawood, "Coronavirus Pandemic (COVID-19): A Survey of Analysis, Modeling, and Recommendations." Preprint, 2020. doi: 10.20944/preprints202008.0495.v1
Ali Daud, Min Song, Malik Khizar Hayat, Tehmina Amjad, Rabeeh Ayaz Abbasi, Hassan Dawood, and Anwar Ghani, "Finding Rising Stars in Bibliometrics Networks." Scientometrics, vol. 124, pp. 633-661, 2020. doi: 10.1007/s11192-020-03466-w

2019

Malik Khizar Hayat, Ali Daud, Abdulrahman A. Alshdadi, Ameen Banjar, Rabeeh Ayaz Abbasi, Yukun Bao, and Hussain Dawood, "Towards Deep Learning Prospects: Insights from Social Media Analytics." IEEE Access, vol. 7, pp. 36958-36979, 2019. doi: 10.1109/ACCESS.2019.2905101

2017

Malik Khizar Hayat, and Ali Daud, "Anomaly Detection in Heterogeneous Bibliographic Information Networks using Co-Evolution Pattern Mining." Scientometrics, vol. 113, pp. 149-175, 2017. doi: 10.1007/s11192-017-2467-y