Suyun Zhao

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 38

Top Topics

Feature Selection

Fuzzy Rough Sets

Discernibility Matrix

Differential Privacy

Top Venues

Int. J. Approx. Reason.

IEEE Trans. Cybern.

Publications

Yuxin Tang, Suyun Zhao, Hong Chen, Cuiping Li, Junhai Zhai, Qiangjun Zhou
Fuzzy rough unlearning model for feature selection. Int. J. Approx. Reason. 165 (2024)
Pan Du, Suyun Zhao, Zisen Sheng, Cuiping Li, Hong Chen
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch. ICCV (2023)
Dan Zhao, Suyun Zhao, Hong Chen, Ruixuan Liu, Cui-Ping Li, Xiaoying Zhang
Hadamard Encoding Based Frequent Itemset Mining under Local Differential Privacy. J. Comput. Sci. Technol. 38 (6) (2023)
Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model. CoRR (2023)
Yixuan Liu, Suyun Zhao, Li Xiong, Yuhan Liu, Hong Chen
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model. AAAI (2023)
Zeyu Gan, Suyun Zhao, Jinlong Kang, Liyuan Shang, Hong Chen, Cuiping Li
Superclass Learning with Representation Enhancement. CVPR (2023)
Pan Du, Hui Chen, Suyun Zhao, Shuwen Chai, Hong Chen, Cuiping Li
Contrastive Active Learning Under Class Distribution Mismatch. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Pan Du, Suyun Zhao, Zisen Sheng, Cuiping Li, Hong Chen
Semi-Supervised Learning via Weight-aware Distillation under Class Distribution Mismatch. CoRR (2023)
Yabin Zhang, Hairong Lian, Guang Yang, Suyun Zhao, Peng Ni, Hong Chen, Cuiping Li
Inaccurate-Supervised Learning With Generative Adversarial Nets. IEEE Trans. Cybern. 53 (3) (2023)
Shuang An, Enhui Zhao, Changzhong Wang, Ge Guo, Suyun Zhao, Piyu Li
Relative Fuzzy Rough Approximations for Feature Selection and Classification. IEEE Trans. Cybern. 53 (4) (2023)
Shuang An, Qijin Xiao, Changzhong Wang, Suyun Zhao
Granularity self-information based uncertainty measure for feature selection and robust classification. Fuzzy Sets Syst. 470 (2023)
Mengwei Xie, Suyun Zhao, Hong Chen, Cuiping Li
Domain generalization by class-aware negative sampling-based contrastive learning. AI Open 3 (2022)
Suyun Zhao, Zhi-Gang Dai, Xizhao Wang, Peng Ni, Hengheng Luo, Hong Chen, Cuiping Li
An Accelerator for Rule Induction in Fuzzy Rough Theory. CoRR (2022)
Dan Zhao, Hong Chen, Suyun Zhao, Ruixuan Liu, Cuiping Li, Xiaoying Zhang
Fldp: Flexible Strategy For Local Differential Privacy. ICASSP (2022)
Tao Huang, Hong Chen, Suyun Zhao
FDP-LDA: Inherent Privacy Amplification of Collapsed Gibbs Sampling via Group Subsampling. APWeb/WAIM (3) (2022)
Dan Zhao, Suyun Zhao, Hong Chen, Ruixuan Liu, Cuiping Li, Wenjuan Liang
Efficient protocols for heavy hitter identification with local differential privacy. Frontiers Comput. Sci. 16 (5) (2022)
Yuhan Liu, Suyun Zhao, Yixuan Liu, Dan Zhao, Hong Chen, Cuiping Li
Collecting Triangle Counts with Edge Relationship Local Differential Privacy. ICDE (2022)
Dan Zhao, Suyun Zhao, Ruixuan Liu, Cuiping Li, Wenjuan Liang, Hong Chen
FLDP: Flexible strategy for local differential privacy. CoRR (2022)
Yan Li, Chang Liu, Suyun Zhao, Qiang Hua
Active partial label learning based on adaptive sample selection. Int. J. Mach. Learn. Cybern. 13 (6) (2022)
Mengdie Wang, Liyuan Shang, Suyun Zhao, Yiming Wang, Hong Chen, Cuiping Li, Xizhao Wang
Oracle-guided Contrastive Clustering. CoRR (2022)
Hengheng Luo, Yabin Zhang, Suyun Zhao, Hong Chen, Cuiping Li
Exploring Binary Classification Hidden within Partial Label Learning. IJCAI (2022)
Suyun Zhao, Zhi-Gang Dai, Xizhao Wang, Peng Ni, Hengheng Luo, Hong Chen, Cuiping Li
An Accelerator for Rule Induction in Fuzzy Rough Theory. IEEE Trans. Fuzzy Syst. 29 (12) (2021)
Peng Ni, Suyun Zhao, Zhi-Gang Dai, Hong Chen, Cui-Ping Li
Partial Label Learning via Conditional-Label-Aware Disambiguation. J. Comput. Sci. Technol. 36 (3) (2021)
Pan Du, Suyun Zhao, Hui Chen, Shuwen Chai, Hong Chen, Cuiping Li
Contrastive Coding for Active Learning under Class Distribution Mismatch. ICCV (2021)
Shuang An, Jiaying Liu, Changzhong Wang, Suyun Zhao
A relative uncertainty measure for fuzzy rough feature selection. Int. J. Approx. Reason. 139 (2021)
Zhenlei Wang, Suyun Zhao, Zheng Li, Hong Chen, Cuiping Li, Yufeng Shen
Ensemble selection with joint spectral clustering and structural sparsity. Pattern Recognit. 119 (2021)
Yabin Zhang, Guang Yang, Suyun Zhao, Peng Ni, Hairong Lian, Hong Chen, Cuiping Li
Partial Label Learning via Generative Adversarial Nets. ECAI (2020)
Ye Liu, Lidi Zheng, Yeliang Xiu, Hong Yin, Suyun Zhao, Xizhao Wang, Hong Chen, Cuiping Li
Discernibility matrix based incremental feature selection on fused decision tables. Int. J. Approx. Reason. 118 (2020)
Peng Ni, Suyun Zhao, Xizhao Wang, Hong Chen, Cuiping Li, Eric C. C. Tsang
Incremental feature selection based on fuzzy rough sets. Inf. Sci. 536 (2020)
Yeliang Xiu, Suyun Zhao, Hong Chen, Cuiping Li
I-mRMR: Incremental Max-Relevance, and Min-Redundancy Feature Selection. APWeb/WAIM (2) (2019)
Peng Ni, Suyun Zhao, Hong Chen, Cuiping Li
An Accelerator of Feature Selection Applying a General Fuzzy Rough Model. PAKDD (2) (2019)
Wenyi Tang, Bo Qin, Suyun Zhao, Boning Zhao, Yunzhi Xue, Hong Chen
Privacy Preserving Machine Learning with Limited Information Leakage. NSS (2019)
Dan Zhao, Hong Chen, Suyun Zhao, Xiaoying Zhang, Cuiping Li, Ruixuan Liu
Local Differential Privacy with K-anonymous for Frequency Estimation. IEEE BigData (2019)
Peng Ni, Suyun Zhao, Xizhao Wang, Hong Chen, Cuiping Li
PARA: A positive-region based attribute reduction accelerator. Inf. Sci. 503 (2019)
Xin Qiao, Lixiaoyang Wang, Bo Qin, Hong Chen, Suyun Zhao
Privacy Protection Method Based on Access Control. APSIPA (2018)
Wang Zhenlei, Suyun Zhao, Yangming Liu, Hong Chen, Cuiping Li, Sun Xiran
Fuzzy Rough Based Feature Selection by Using Random Sampling. PRICAI (2018)
Yangming Liu, Suyun Zhao, Hong Chen, Cuiping Li, Yanmin Lu
Fuzzy Rough Incremental Attribute Reduction Applying Dependency Measures. APWeb/WAIM (1) (2017)
Eric C. C. Tsang, Fan Xingqi, Xuefeng Li, Suyun Zhao
Weights based ranked fuzzy rough reduction. ICMLC (2017)
Suyun Zhao, Hong Chen, Cuiping Li, Xiaoyong Du, Hui Sun
A Novel Approach to Building a Robust Fuzzy Rough Classifier. IEEE Trans. Fuzzy Syst. 23 (4) (2015)
Eric C. C. Tsang, Suyun Zhao
The comparative study of fuzzy rough reduction. ICMLC (2015)
Yu Chen, Suyun Zhao, Hong Chen
Randomly sampling based fuzzy rough reduction. SMC (2014)
Xiaoying Zhang, Lei Dong, Hui Peng, Hong Chen, Suyun Zhao, Cuiping Li
Collusion-Aware Privacy-Preserving Range Query in Tiered Wireless Sensor Networks. Sensors 14 (12) (2014)
Eric C. C. Tsang, Suyun Zhao
A Fast Algorithm to Building a Fuzzy Rough Classifier. ICMLC (CCIS volume) (2014)
Yinglong Li, Hong Chen, Suyun Zhao, Shangfeng Mo
Efficient Event Prewarning for Sensor Networks with Multi Microenvironments. Euro-Par (2013)
Jinchuan Chen, Yueguo Chen, Xiaoyong Du, Cuiping Li, Jiaheng Lu, Suyun Zhao, Xuan Zhou
Big data challenge: a data management perspective. Frontiers Comput. Sci. 7 (2) (2013)
Suyun Zhao, Xizhao Wang, Degang Chen, Eric C. C. Tsang
Nested structure in parameterized rough reduction. Inf. Sci. 248 (2013)
Eric C. C. Tsang, Suyun Zhao
The topological structure in parameterized rough sets. ICMLC (2013)
Suyun Zhao, Hong Chen, Cuiping Li, Yu Chen
The Nested Structure in Fuzzy Rough Classifier. SMC (2013)
Bin Pei, Suyun Zhao, Hong Chen, Xuan Zhou, Dingjie Chen
FARP: Mining fuzzy association rules from a probabilistic quantitative database. Inf. Sci. 237 (2013)
Bin Pei, Dingjie Chen, Suyun Zhao, Hong Chen
A fuzzy approach for mining association rules in a probabilistic database. ICDIP (2013)
Suyun Zhao, Hong Chen, Cuiping Li, Mengyao Zhai, Xiaoyong Du
RFRR: Robust Fuzzy Rough Reduction. IEEE Trans. Fuzzy Syst. 21 (5) (2013)
Tingting Zhao, Bin Pei, Suyun Zhao, Hong Chen, Cuiping Li
Distance-Based Feature Selection from Probabilistic Data. WAIM (2013)
Degang Chen, Lei Zhang, Suyun Zhao, Qinghua Hu, Pengfei Zhu
A Novel Algorithm for Finding Reducts With Fuzzy Rough Sets. IEEE Trans. Fuzzy Syst. 20 (2) (2012)
Bin Pei, Tingting Zhao, Suyun Zhao, Hong Chen
Mining Fuzzy Association Rules from Heterogeneous Probabilistic Datasets. ICTAI (2012)
Degang Chen, Suyun Zhao, Lei Zhang, Yongping Yang, Xiao Zhang
Sample Pair Selection for Attribute Reduction with Rough Set. IEEE Trans. Knowl. Data Eng. 24 (11) (2012)
Eric C. C. Tsang, Suyun Zhao, Cai-Li Zhou
A property of reductions in Fuzzy Variable Precision Rough Set model. ICMLC (2011)
Qiang He, Congxin Wu, Degang Chen, Suyun Zhao
Fuzzy rough set based attribute reduction for information systems with fuzzy decisions. Knowl. Based Syst. 24 (5) (2011)
Suyun Zhao, Eric C. C. Tsang, Degang Chen, Xizhao Wang
Building a Rule-Based Classifier—A Fuzzy-Rough Set Approach. IEEE Trans. Knowl. Data Eng. 22 (5) (2010)
Degang Chen, Suyun Zhao
Local reduction of decision system with fuzzy rough sets. Fuzzy Sets Syst. 161 (13) (2010)
Eric C. C. Tsang, Suyun Zhao
Decision Table Reduction in KDD: Fuzzy Rough Based Approach. Trans. Rough Sets 11 (2010)
Suyun Zhao, Eric C. C. Tsang, Degang Chen
The Model of Fuzzy Variable Precision Rough Sets. IEEE Trans. Fuzzy Syst. 17 (2) (2009)
Suyun Zhao, Eric C. C. Tsang
On fuzzy approximation operators in attribute reduction with fuzzy rough sets. Inf. Sci. 178 (16) (2008)
Degang Chen, Xizhao Wang, Suyun Zhao
Attribute Reduction Based on Fuzzy Rough Sets. RSEISP (2007)
Degang Chen, Eric C. C. Tsang, Suyun Zhao
An approach of attributes reduction based on fuzzy TL rough sets. SMC (2007)
Xizhao Wang, Eric C. C. Tsang, Suyun Zhao, Degang Chen, Daniel S. Yeung
Learning fuzzy rules from fuzzy samples based on rough set technique. Inf. Sci. 177 (20) (2007)
Eric C. C. Tsang, Degang Chen, Suyun Zhao, Qiang He
A Discussion of Attribute Reduction in Fuzzy Rough Sets Using Support Vector Machine. SMC (2006)
Eric C. C. Tsang, Suyun Zhao, Daniel S. Yeung, John W. T. Lee
Learning from an Incomplete Information System with Continuous-Valued Attributes by a Rough Set Technique. ICMLC (2005)