Nasrin Shabani

14 papers A* 1A 1B 2Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond pairwise relationships: a transformer-based hypergraph learning approach for fraud detection.
Knowl. Inf. Syst.
Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Jian Yang, Quan Z. Sheng
2025 J jnl
ChurnKB: A Generative AI-Enriched Knowledge Base for Customer Churn Feature Engineering.
Algorithms
Maryam Shahabikargar, Amin Beheshti, Wathiq Mansoor, Xuyun Zhang, EuJin Foo, Alireza Jolfaei, Ambreen Hanif, Nasrin Shabani
2025 J jnl
From theory to practice: The evolution and comparative analysis of homogeneous vs. heterogeneous Graph Neural Networks in recommender systems.
Neurocomputing
Maryam Khanian Najafabadi, Rei-An Chen, Javad Rezazadeh, Amin Beheshti, Nasrin Shabani
2025 A conf
STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning.
CIKM
Nasrin Shabani, Amin Beheshti, Yuankai Qi, Venus Haghighi, Jin Foo, Jia Wu
2025 — conf
Trffc: Efficient Traffic Forecasting through Adaptive Spatio-Temporal Graph Reduction.
WWW (Companion Volume)
Nasrin Shabani, Amin Beheshti, Yuankai Qi, Venus Haghighi, Sahar Moradizeyveh, Quan Z. Sheng
2024 J jnl
A Comprehensive Survey on Graph Summarization With Graph Neural Networks.
IEEE Trans. Artif. Intell.
Nasrin Shabani, Jia Wu, Amin Beheshti, Quan Z. Sheng, Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
2024 J jnl
Attention-Based Graph Summarization for Large-Scale Information Retrieval.
IEEE Trans. Consumer Electron.
Nasrin Shabani, Amin Beheshti, Alireza Jolfaei, Jia Wu, Venus Haghighi, Maryam Khanian Najafabadi, Jin Foo
2024 B conf
GraphSUM: Scalable Graph Summarization for Efficient Question Answering.
EDBT
Nasrin Shabani, Amin Beheshti, Jia Wu, Maryam Khanian Najafabadi, Jin Foo, Alireza Jolfaei
2024 — conf
Robust Graph Learning Against Camouflaged Malicious Actors.
WISE (2)
Venus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao, Quan Z. Sheng, Jian Yang, Amin Beheshti
2024 A* conf
TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection.
ICDM
Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Quan Z. Sheng, Jian Yang
2023 B conf
A Comprehensive Survey of Explainable Artificial Intelligence (XAI) Methods: Exploring Transparency and Interpretability.
WISE
Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Habiba, EuJin Foo, Nasrin Shabani, Maryam Shahabikargar
2023 J jnl
A Survey on Graph Neural Networks for Graph Summarization.
CoRR
Nasrin Shabani, Jia Wu, Amin Beheshti, Jin Foo, Ambreen Hanif, Maryam Shahabikargar
2022 J jnl
Towards Mining Creative Thinking Patterns from Educational Data.
CoRR
Nasrin Shabani
2022 — conf
iCreate: Mining Creative Thinking Patterns from Contextualized Educational Data.
AIED (2)
Nasrin Shabani, Amin Beheshti, Helia Farhood, Matt Bower, Michael Garrett, Hamid Alinejad-Rokny