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Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation


Jul 29, 2022
Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu

* this work was just accepted by IEEE Transactions on Cybernetics on 22 July 2022. arXiv admin note: substantial text overlap with arXiv:2005.03924 

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GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks


Jul 08, 2022
Venus Haghighi, Behnaz Soltani, Adnan Mahmood, Quan Z. Sheng, Jian Yang


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A Survey on Participant Selection for Federated Learning in Mobile Networks


Jul 08, 2022
Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao


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Graph-level Neural Networks: Current Progress and Future Directions


May 31, 2022
Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Wenbin Hu, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu Aggarwal


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Swift and Sure: Hardness-aware Contrastive Learning for Low-dimensional Knowledge Graph Embeddings


Jan 03, 2022
Kai Wang, Yu Liu, Quan Z. Sheng

* 10 pages 

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Adversarial Robustness of Deep Reinforcement Learning based Dynamic Recommender Systems


Dec 02, 2021
Siyu Wang, Yuanjiang Cao, Xiaocong Chen, Lina Yao, Xianzhi Wang, Quan Z. Sheng

* arXiv admin note: text overlap with arXiv:2006.07934 

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Communication Efficiency in Federated Learning: Achievements and Challenges


Jul 23, 2021
Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Gautam Srivastava, Liang Zhao


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A Comprehensive Survey on Graph Anomaly Detection with Deep Learning


Jun 14, 2021
Xiaoxiao Ma, Jia Wu, Shan Xue, Jian Yang, Quan Z. Sheng, Hui Xiong

* 26 pages 

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Conversational Question Answering: A Survey


Jun 03, 2021
Munazza Zaib, Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Yang Zhang


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A Comprehensive Survey on Community Detection with Deep Learning


May 26, 2021
Xing Su, Shan Xue, Fanzhen Liu, Jia Wu, Jian Yang, Chuan Zhou, Wenbin Hu, Cecile Paris, Surya Nepal, Di Jin, Quan Z. Sheng, Philip S. Yu


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