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Quan Z. Sheng

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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

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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

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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

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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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Graph Learning based Recommender Systems: A Review

May 13, 2021
Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu

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Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference

May 05, 2021
Xiaocong Chen, Lina Yao, Xianzhi Wang, Aixin Sun, Wenjie Zhang, Quan Z. Sheng

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A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep

Apr 27, 2021
Zawar Hussain, Quan Z. Sheng, Wei Emma Zhang, Jorge Ortiz, Seyedamin Pouriyeh

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