Sheng, Quan Z.

14 publications

IJCAI 2025 Federated Learning at the Forefront of Fairness: A Multifaceted Perspective Noorain Mukhtiar, Adnan Mahmood, Yipeng Zhou, Jian Yang, Jing Teng, Quan Z. Sheng

ICML 2024 FedLMT: Tackling System Heterogeneity of Federated Learning via Low-Rank Model Training with Theoretical Guarantees Jiahao Liu, Yipeng Zhou, Di Wu, Miao Hu, Mohsen Guizani, Quan Z. Sheng

IJCAI 2024 Graph Neural Networks for Brain Graph Learning: A Survey Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu

IJCAI 2023 BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning Yunchao Yang, Yipeng Zhou, Miao Hu, Di Wu, Quan Z. Sheng

NeurIPS 2022 Dual-Discriminative Graph Neural Network for Imbalanced Graph-Level Anomaly Detection Ge Zhang, Zhenyu Yang, Jia Wu, Jian Yang, Shan Xue, Hao Peng, Jianlin Su, Chuan Zhou, Quan Z. Sheng, Leman Akoglu, Charu Aggarwal

IJCAI 2021 Graph Learning Based Recommender Systems: A Review Shoujin Wang, Liang Hu, Yan Wang, Xiangnan He, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao, Francesco Ricci, Philip S. Yu

IJCAI 2021 Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction Kai Wang, Yu Liu, Quan Z. Sheng

AAAI 2020 Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao

IJCAI 2020 Intention2Basket: A Neural Intention-Driven Approach for Dynamic Next-Basket Planning Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao

IJCAI 2019 Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks Shoujin Wang, Liang Hu, Yan Wang, Quan Z. Sheng, Mehmet A. Orgun, Longbing Cao

IJCAI 2019 STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-Step Passenger Demand Forecasting Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Quan Z. Sheng

IJCAI 2019 Sequential Recommender Systems: Challenges, Progress and Prospects Shoujin Wang, Liang Hu, Yan Wang, Longbing Cao, Quan Z. Sheng, Mehmet A. Orgun

ECML-PKDD 2016 Uncovering Locally Discriminative Structure for Feature Analysis Sen Wang, Feiping Nie, Xiaojun Chang, Xue Li, Quan Z. Sheng, Lina Yao

ECML-PKDD 2015 Unsupervised Feature Analysis with Class Margin Optimization Sen Wang, Feiping Nie, Xiaojun Chang, Lina Yao, Xue Li, Quan Z. Sheng