Venus Haghighi

17 papers A* 3A 3Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Systematic Review of Large Language Models in Medical Specialties: Applications, Challenges and Future Directions. Inf. Asma Musabah Alkalbani, Ahmed Salim Alrawahi, Ahmad Salah, Venus Haghighi, Yang Zhang, Salam Alkindi, Quan Z. Sheng
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	A*	`conf`	FAP: A Foveation-Inspired Adversarial Purification Pipeline for Enhancing Robustness in Mammography Classification. ICDM Ghazal Lalooha, Wenjie Ruan, Venus Haghighi, Xinshu Li, Quan Z. Sheng
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	A	`conf`	DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection. CIKM Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao
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	A*	`conf`	A Survey of Federated Evaluation in Federated Learning. IJCAI Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
2023	J	`jnl`	A Survey of Federated Evaluation in Federated Learning. CoRR Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
2023	A	`conf`	From Classic GNNs to Hyper-GNNs for Detecting Camouflaged Malicious Actors. WSDM Venus Haghighi
2022	J	`jnl`	A Survey on Participant Selection for Federated Learning in Mobile Networks. CoRR Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao
2022	—	`conf`	A survey on participant selection for federated learning in mobile networks. MobiArch Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao
2022	J	`jnl`	GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks. CoRR Venus Haghighi, Behnaz Soltani, Adnan Mahmood, Quan Z. Sheng, Jian Yang
2018	J	`jnl`	An Offloading Strategy in Mobile Cloud Computing Considering Energy and Delay Constraints. IEEE Access Venus Haghighi, Naghmeh S. Moayedian