Suyun Zhao

75 papers A* 8A 1B 7Misc 7Journal 39Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
Decoupled Self-knowledge Distillation Makes Differentially Private Deep Learning Stronger.
DASFAA (5)
Dengfeng Zhao, DaXuan Xue, Suyun Zhao, Cuiping Li, Hong Chen
2025 A* conf
Personalized Clustering via Targeted Representation Learning.
AAAI
Xiwen Geng, Suyun Zhao, Yixin Yu, Borui Peng, Pan Du, Hong Chen, Cuiping Li, Mengdie Wang
2025 J jnl
Towards a Theoretical Understanding of Semi-Supervised Learning Under Class Distribution Mismatch.
IEEE Trans. Pattern Anal. Mach. Intell.
Pan Du, Suyun Zhao, Puhui Tan, Zisen Sheng, Zeyu Gan, Hong Chen, Cuiping Li
2025 A* conf
Unsupervised Learning for Class Distribution Mismatch.
ICML
Pan Du, Wangbo Zhao, Xinai Lu, Nian Liu, Zhikai Li, Chaoyu Gong, Suyun Zhao, Hong Chen, Cuiping Li, Kai Wang, Yang You
2025 J jnl
Unsupervised Learning for Class Distribution Mismatch.
CoRR
Pan Du, Wangbo Zhao, Xinai Lu, Nian Liu, Zhikai Li, Chaoyu Gong, Suyun Zhao, Hong Chen, Cuiping Li, Kai Wang, Yang You
2024 J jnl
Fuzzy rough unlearning model for feature selection.
Int. J. Approx. Reason.
Yuxin Tang, Suyun Zhao, Hong Chen, Cuiping Li, Junhai Zhai, Qiangjun Zhou
2024 J jnl
Personalized Clustering via Targeted Representation Learning.
CoRR
Xiwen Geng, Suyun Zhao, Yixin Yu, Borui Peng, Pan Du, Hong Chen, Cuiping Li, Mengdie Wang
2023 J jnl
Contrastive Active Learning Under Class Distribution Mismatch.
IEEE Trans. Pattern Anal. Mach. Intell.
Pan Du, Hui Chen, Suyun Zhao, Shuwen Chai, Hong Chen, Cuiping Li
2023 A* conf
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model.
AAAI
Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen
2023 J jnl
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model.
CoRR
Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen
2023 J jnl
Granularity self-information based uncertainty measure for feature selection and robust classification.
Fuzzy Sets Syst.
Shuang An, Qijin Xiao, Changzhong Wang, Suyun Zhao
2023 J jnl
Hadamard Encoding Based Frequent Itemset Mining under Local Differential Privacy.
J. Comput. Sci. Technol.
Dan Zhao, Suyun Zhao, Hong Chen, Ruixuan Liu, Cui-Ping Li, Xiaoying Zhang
2023 J jnl
Inaccurate-Supervised Learning With Generative Adversarial Nets.
IEEE Trans. Cybern.
Yabin Zhang, Hairong Lian, Guang Yang, Suyun Zhao, Peng Ni, Hong Chen, Cuiping Li
2023 J jnl
Relative Fuzzy Rough Approximations for Feature Selection and Classification.
IEEE Trans. Cybern.
Shuang An, Enhui Zhao, Changzhong Wang, Ge Guo, Suyun Zhao, Piyu Li
2023 A* conf
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch.
ICCV
Pan Du, Suyun Zhao, Zisen Sheng, Cuiping Li, Hong Chen
2023 J jnl
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch.
CoRR
Pan Du, Suyun Zhao, Zisen Sheng, Cuiping Li, Hong Chen
2023 A* conf
Superclass Learning with Representation Enhancement.
CVPR
Zeyu Gan, Suyun Zhao, Jinlong Kang, Liyuan Shang, Hong Chen, Cuiping Li
2022 J jnl
Active partial label learning based on adaptive sample selection.
Int. J. Mach. Learn. Cybern.
Yan Li, Chang Liu, Suyun Zhao, Qiang Hua
2022 J jnl
An Accelerator for Rule Induction in Fuzzy Rough Theory.
CoRR
Suyun Zhao, Zhi-Gang Dai, Xizhao Wang, Peng Ni, Hengheng Luo, Hong Chen, Cuiping Li
2022 A* conf
Collecting Triangle Counts with Edge Relationship Local Differential Privacy.
ICDE
Yuhan Liu, Suyun Zhao, Yixuan Liu, Dan Zhao, Hong Chen, Cuiping Li
2022 J jnl
Domain generalization by class-aware negative sampling-based contrastive learning.
AI Open
Mengwei Xie, Suyun Zhao, Hong Chen, Cuiping Li
2022 J jnl
Efficient protocols for heavy hitter identification with local differential privacy.
Frontiers Comput. Sci.
Dan Zhao, Suyun Zhao, Hong Chen, Ruixuan Liu, Cuiping Li, Wenjuan Liang
2022 A* conf
Exploring Binary Classification Hidden within Partial Label Learning.
IJCAI
Hengheng Luo, Yabin Zhang, Suyun Zhao, Hong Chen, Cuiping Li
2022 — conf
FDP-LDA: Inherent Privacy Amplification of Collapsed Gibbs Sampling via Group Subsampling.
APWeb/WAIM (3)
Tao Huang, Hong Chen, Suyun Zhao
2022 J jnl
FLDP: Flexible strategy for local differential privacy.
CoRR
Dan Zhao, Suyun Zhao, Ruixuan Liu, Cuiping Li, Wenjuan Liang, Hong Chen
2022 Misc conf
Fldp: Flexible Strategy For Local Differential Privacy.
ICASSP
Dan Zhao, Hong Chen, Suyun Zhao, Ruixuan Liu, Cuiping Li, Xiaoying Zhang
2022 J jnl
Oracle-guided Contrastive Clustering.
CoRR
Mengdie Wang, Liyuan Shang, Suyun Zhao, Yiming Wang, Hong Chen, Cuiping Li, Xizhao Wang
2021 J jnl
A relative uncertainty measure for fuzzy rough feature selection.
Int. J. Approx. Reason.
Shuang An, Jiaying Liu, Changzhong Wang, Suyun Zhao
2021 J jnl
An Accelerator for Rule Induction in Fuzzy Rough Theory.
IEEE Trans. Fuzzy Syst.
Suyun Zhao, Zhi-Gang Dai, Xizhao Wang, Peng Ni, Hengheng Luo, Hong Chen, Cuiping Li
2021 A* conf
Contrastive Coding for Active Learning under Class Distribution Mismatch.
ICCV
Pan Du, Suyun Zhao, Hui Chen, Shuwen Chai, Hong Chen, Cuiping Li
2021 J jnl
Ensemble selection with joint spectral clustering and structural sparsity.
Pattern Recognit.
Zhenlei Wang, Suyun Zhao, Zheng Li, Hong Chen, Cuiping Li, Yufeng Shen
2021 J jnl
Partial Label Learning via Conditional-Label-Aware Disambiguation.
J. Comput. Sci. Technol.
Peng Ni, Suyun Zhao, Zhi-Gang Dai, Hong Chen, Cui-Ping Li
2020 J jnl
Discernibility matrix based incremental feature selection on fused decision tables.
Int. J. Approx. Reason.
Ye Liu, Lidi Zheng, Yeliang Xiu, Hong Yin, Suyun Zhao, Xizhao Wang, Hong Chen, Cuiping Li
2020 J jnl
Incremental feature selection based on fuzzy rough sets.
Inf. Sci.
Peng Ni, Suyun Zhao, Xizhao Wang, Hong Chen, Cuiping Li, Eric C. C. Tsang
2020 A conf
Partial Label Learning via Generative Adversarial Nets.
ECAI
Yabin Zhang, Guang Yang, Suyun Zhao, Peng Ni, Hairong Lian, Hong Chen, Cuiping Li
2019 — conf
An Accelerator of Feature Selection Applying a General Fuzzy Rough Model.
PAKDD (2)
Peng Ni, Suyun Zhao, Hong Chen, Cuiping Li
2019 — conf
I-mRMR: Incremental Max-Relevance, and Min-Redundancy Feature Selection.
APWeb/WAIM (2)
Yeliang Xiu, Suyun Zhao, Hong Chen, Cuiping Li
2019 — conf
Local Differential Privacy with K-anonymous for Frequency Estimation.
IEEE BigData
Dan Zhao, Hong Chen, Suyun Zhao, Xiaoying Zhang, Cuiping Li, Ruixuan Liu
2019 J jnl
PARA: A positive-region based attribute reduction accelerator.
Inf. Sci.
Peng Ni, Suyun Zhao, Xizhao Wang, Hong Chen, Cuiping Li
2019 B conf
Privacy Preserving Machine Learning with Limited Information Leakage.
NSS
Wenyi Tang, Bo Qin, Suyun Zhao, Boning Zhao, Yunzhi Xue, Hong Chen
2018 B conf
Fuzzy Rough Based Feature Selection by Using Random Sampling.
PRICAI
Zhenlei Wang, Suyun Zhao, Yangming Liu, Hong Chen, Cuiping Li, Sun Xiran
2018 — conf
Privacy Protection Method Based on Access Control.
APSIPA
Xin Qiao, Lixiaoyang Wang, Bo Qin, Hong Chen, Suyun Zhao
2017 — conf
Fuzzy Rough Incremental Attribute Reduction Applying Dependency Measures.
APWeb/WAIM (1)
Yangming Liu, Suyun Zhao, Hong Chen, Cuiping Li, Yanmin Lu
2017 Misc conf
Weights based ranked fuzzy rough reduction.
ICMLC
Eric C. C. Tsang, Xingqi Fan, Xuefeng Li, Suyun Zhao
2016 Misc conf
Random analysis of statistical rough set.
ICMLC
Eric C. C. Tsang, Suyun Zhao
2015 J jnl
A Novel Approach to Building a Robust Fuzzy Rough Classifier.
IEEE Trans. Fuzzy Syst.
Suyun Zhao, Hong Chen, Cuiping Li, Xiaoyong Du, Hui Sun
2015 Misc conf
The comparative study of fuzzy rough reduction.
ICMLC
Eric C. C. Tsang, Suyun Zhao
2014 — conf
A Fast Algorithm to Building a Fuzzy Rough Classifier.
ICMLC (CCIS volume)
Eric C. C. Tsang, Suyun Zhao
2014 J jnl
Collusion-Aware Privacy-Preserving Range Query in Tiered Wireless Sensor Networks.
Sensors
Xiaoying Zhang, Lei Dong, Hui Peng, Hong Chen, Suyun Zhao, Cuiping Li
2014 B conf
Randomly sampling based fuzzy rough reduction.
SMC
Yu Chen, Suyun Zhao, Hong Chen
2013 — conf
A fuzzy approach for mining association rules in a probabilistic database.
ICDIP
Bin Pei, Dingjie Chen, Suyun Zhao, Hong Chen
2013 J jnl
Big data challenge: a data management perspective.
Frontiers Comput. Sci.
Jinchuan Chen, Yueguo Chen, Xiaoyong Du, Cuiping Li, Jiaheng Lu, Suyun Zhao, Xuan Zhou
2013 — conf
Distance-Based Feature Selection from Probabilistic Data.
WAIM
Tingting Zhao, Bin Pei, Suyun Zhao, Hong Chen, Cuiping Li
2013 — conf
Efficient Event Prewarning for Sensor Networks with Multi Microenvironments.
Euro-Par
Yinglong Li, Hong Chen, Suyun Zhao, Shangfeng Mo
2013 J jnl
FARP: Mining fuzzy association rules from a probabilistic quantitative database.
Inf. Sci.
Bin Pei, Suyun Zhao, Hong Chen, Xuan Zhou, Dingjie Chen
2013 J jnl
Nested structure in parameterized rough reduction.
Inf. Sci.
Suyun Zhao, Xizhao Wang, Degang Chen, Eric C. C. Tsang
2013 J jnl
RFRR: Robust Fuzzy Rough Reduction.
IEEE Trans. Fuzzy Syst.
Suyun Zhao, Hong Chen, Cuiping Li, Mengyao Zhai, Xiaoyong Du
2013 B conf
The Nested Structure in Fuzzy Rough Classifier.
SMC
Suyun Zhao, Hong Chen, Cuiping Li, Yu Chen
2013 Misc conf
The topological structure in parameterized rough sets.
ICMLC
Eric C. C. Tsang, Suyun Zhao
2012 J jnl
A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets.
IEEE Trans. Fuzzy Syst.
Degang Chen, Lei Zhang, Suyun Zhao, Qinghua Hu, Pengfei Zhu
2012 B conf
Mining Fuzzy Association Rules from Heterogeneous Probabilistic Datasets.
ICTAI
Bin Pei, Tingting Zhao, Suyun Zhao, Hong Chen
2012 J jnl
Sample Pair Selection for Attribute Reduction with Rough Set.
IEEE Trans. Knowl. Data Eng.
Degang Chen, Suyun Zhao, Lei Zhang, Yongping Yang, Xiao Zhang
2011 Misc conf
A property of reductions in Fuzzy Variable Precision Rough Set model.
ICMLC
Eric C. C. Tsang, Suyun Zhao, Cai-Li Zhou
2011 J jnl
Fuzzy rough set based attribute reduction for information systems with fuzzy decisions.
Knowl. Based Syst.
Qiang He, Congxin Wu, Degang Chen, Suyun Zhao
2010 J jnl
Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach.
IEEE Trans. Knowl. Data Eng.
Suyun Zhao, Eric C. C. Tsang, Degang Chen, Xizhao Wang
2010 J jnl
Decision Table Reduction in KDD: Fuzzy Rough Based Approach.
Trans. Rough Sets
Eric C. C. Tsang, Suyun Zhao
2010 J jnl
Local reduction of decision system with fuzzy rough sets.
Fuzzy Sets Syst.
Degang Chen, Suyun Zhao
2009 J jnl
The Model of Fuzzy Variable Precision Rough Sets.
IEEE Trans. Fuzzy Syst.
Suyun Zhao, Eric C. C. Tsang, Degang Chen
2008 — ch.
Hybridization of Fuzzy and Rough Sets: Present and Future.
Fuzzy Sets and Their Extensions: Representation, Aggregation and Models
Eric C. C. Tsang, Qingcai Chen, Suyun Zhao, Daniel S. Yeung, Xizhao Wang
2008 J jnl
On fuzzy approximation operators in attribute reduction with fuzzy rough sets.
Inf. Sci.
Suyun Zhao, Eric C. C. Tsang
2007 B conf
An approach of attributes reduction based on fuzzy TL rough sets.
SMC
Degang Chen, Eric C. C. Tsang, Suyun Zhao
2007 — conf
Attribute Reduction Based on Fuzzy Rough Sets.
RSEISP
Degang Chen, Xizhao Wang, Suyun Zhao
2007 J jnl
Learning fuzzy rules from fuzzy samples based on rough set technique.
Inf. Sci.
Xizhao Wang, Eric C. C. Tsang, Suyun Zhao, Degang Chen, Daniel S. Yeung
2006 B conf
A Discussion of Attribute Reduction in Fuzzy Rough Sets Using Support Vector Machine.
SMC
Eric C. C. Tsang, Degang Chen, Suyun Zhao, Qiang He
2005 Misc conf
Learning from an Incomplete Information System with Continuous-Valued Attributes by a Rough Set Technique.
ICMLC
Eric C. C. Tsang, Suyun Zhao, Daniel S. Yeung, John W. T. Lee