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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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About me
About me
Posts
publications
A Fuzzy Community-Based Recommender System Using PageRank
Maliheh Goliforoushani, Radin Rad, Maryam Haeri, "A Fuzzy Community-Based Recommender System Using PageRank." CoRR, 2018.
Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm
Radin Rad, Maryam Haeri, "Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm." CoRR, 2019.
Learning to Form Skill-based Teams of Experts
Radin Rad, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri, "Learning to Form Skill-based Teams of Experts." In the proceedings of CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, 2020.
PyTFL: A Python-based Neural Team Formation Toolkit
Radin Rad, Aabid Mitha, Hossein Fani, Mehdi Kargar, Jaroslaw Szlichta, Ebrahim Bagheri, "PyTFL: A Python-based Neural Team Formation Toolkit." In the proceedings of CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, 2021.
Retrieving Skill-Based Teams from Collaboration Networks
Radin Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, "Retrieving Skill-Based Teams from Collaboration Networks." In the proceedings of SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021, 2021.
A Neural Approach to Forming Coherent Teams in Collaboration Networks
Radin Rad, Shirin Seyedsalehi, Mehdi Kargar, Morteza Zihayat, Ebrahim Bagheri, "A Neural Approach to Forming Coherent Teams in Collaboration Networks." In the proceedings of Proceedings of the 25th International Conference on Extending Database Technology, EDBT 2022, Edinburgh, UK, March 29 - April 1, 2022, 2022.
PyDHNet: A Python Library for Dynamic Heterogeneous Network Representation Learning and Evaluation
Hoang Nguyen, Radin Rad, Ebrahim Bagheri, "PyDHNet: A Python Library for Dynamic Heterogeneous Network Representation Learning and Evaluation." In the proceedings of Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, 2022.
Subgraph Representation Learning for Team Mining
Radin Rad, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, "Subgraph Representation Learning for Team Mining." In the proceedings of WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26 - 29, 2022, 2022.
DyHNet: Learning dynamic heterogeneous network representations
Hoang Nguyen, Radin Rad, Fattane Zarrinkalam, Ebrahim Bagheri, "DyHNet: Learning dynamic heterogeneous network representations." Inf. Sci., 2023.
Learning heterogeneous subgraph representations for team discovery
Radin Rad, Hoang Nguyen, Feras Al{-}Obeidat, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, Fattane Zarrinkalam, "Learning heterogeneous subgraph representations for team discovery." Inf. Retr. J., 2023.
Neural Architectures for Searching Subgraph Structures
Radin Rad, "Neural Architectures for Searching Subgraph Structures." In the proceedings of Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, 2023.
Noisy Perturbations for Estimating Query Difficulty in Dense Retrievers
Negar Arabzadeh, Radin Rad, Maryam Khodabakhsh, Ebrahim Bagheri, "Noisy Perturbations for Estimating Query Difficulty in Dense Retrievers." In the proceedings of Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, 2023.
Quantifying Ranker Coverage of Different Query Subspaces
Negar Arabzadeh, Amin Bigdeli, Radin Rad, Ebrahim Bagheri, "Quantifying Ranker Coverage of Different Query Subspaces." In the proceedings of Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023, 2023.
Recommendation System over Multi-layer Complex Networks: A Wide and Deep Graph Convolutional Neural Network Approach
Radin Rad, Hossein ZareMehrjerdi, Yasaman Mirmohammad, Mohammad Shahsavari, Maryam Haeri, "Recommendation System over Multi-layer Complex Networks: A Wide and Deep Graph Convolutional Neural Network Approach." In the proceedings of Intelligent Systems and Applications - Proceedings of the 2023 Intelligent Systems Conference, IntelliSys 2024, Amsterdam, The Netherlands, September 7-8, 2024, Volume 2, 2023.
A Variational Neural Architecture for Skill-based Team Formation
Radin Rad, Hossein Fani, Ebrahim Bagheri, Mehdi Kargar, Divesh Srivastava, Jaroslaw Szlichta, "A Variational Neural Architecture for Skill-based Team Formation." ACM Trans. Inf. Syst., 2024.
Interactive Topic Tagging in Community Question Answering Platforms
Radin Rad, Silviu Cucerzan, Nirupama Chandrasekaran, Michael Gamon, "Interactive Topic Tagging in Community Question Answering Platforms." In the proceedings of Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part III, 2024.
