Suyun Zhao

Ministry of Education — Saudi Arabia

Computer Science · Physical Sciences

14h-index1.2kcitations55works1.02yr avg
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Research Topics

Rough Sets and Fuzzy Logic(27), Data Mining Algorithms and Applications(22), Privacy-Preserving Technologies in Data(11), Imbalanced Data Classification Techniques(7), Machine Learning and Data Classification(7)

Publications55 total

Unsupervised Learning for Class Distribution Mismatch
arXiv (Cornell University)·2025Open Access
Towards a Theoretical Understanding of Semi-Supervised Learning Under Class Distribution Mismatch
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 2 cited
Hadamard Encoding Based Frequent Itemset Mining under Local Differential Privacy
Journal of Computer Science and Technology·2023· 4 cited
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch
2023· 7 cited
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch
arXiv (Cornell University)·2023Open Access
Granularity self-information based uncertainty measure for feature selection and robust classification
Fuzzy Sets and Systems·2023· 8 cited
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 12 citedOpen Access
Superclass Learning with Representation Enhancement
2023· 1 cited
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model
arXiv (Cornell University)·2023· 2 citedOpen Access
FDP-LDA: Inherent Privacy Amplification of Collapsed Gibbs Sampling via Group Subsampling
Lecture notes in computer science·2023
Improving Parameter Estimation and Defensive Ability of Latent Dirichlet Allocation Model Training Under Rényi Differential Privacy
Journal of Computer Science and Technology·2022· 1 cited
Oracle-guided Contrastive Clustering
arXiv (Cornell University)·2022Open Access
Exploring Binary Classification Hidden within Partial Label Learning
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022· 2 citedOpen Access
Efficient protocols for heavy hitter identification with local differential privacy
Frontiers of Computer Science·2022· 8 cited
Collecting Triangle Counts with Edge Relationship Local Differential Privacy
2022 IEEE 38th International Conference on Data Engineering (ICDE)·2022· 24 cited
Fldp: Flexible Strategy For Local Differential Privacy
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 3 cited
FLDP: Flexible strategy for local differential privacy
arXiv (Cornell University)·2022Open Access
Active partial label learning based on adaptive sample selection
International Journal of Machine Learning and Cybernetics·2022· 8 cited
Contrastive Supervised Learning On  Domain  Generalization And   Data Corruption
SSRN Electronic Journal·2022Open Access
Contrastive Active Learning Under Class Distribution Mismatch
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 10 cited
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Frequent Co-authors

Cuiping Li(20), Hong Chen(19), Eric C.C. Tsang(8), Degang Chen(5), Xizhao Wang(5), Dan Zhao(5), Ruixuan Liu(5), Pan Du(4), Shuang An(3), Changzhong Wang(3), Hong Chen(3), Bin Pei(3), Peng Ni(3), Yixuan Liu(3), Yabin Zhang(3), Xiaoying Zhang(3), Xiaoyong Du(2), Shuwen Chai(2), Zhigang Dai(2), Hengheng Luo(2)