Feng Zhang

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 21

Top Topics

Matrix Factorization

Differentially Private

Collaborative Filtering

Top Venues

HPCC/SmartCity/DSS

ISPA/BDCloud/SocialCom/SustainCom

Publications

Feng Zhang, Hao Wang, Ruixin Guo, Erkang Xue, Guangzhi Qu
Efficient Differentially Private Tensor Factorization in the Parallel and Distributed Computing Paradigm. ISPA/BDCloud/SocialCom/SustainCom (2023)
Feng Zhang, Erkang Xue, Ruixin Guo, Guangzhi Qu, Gansen Zhao, Albert Y. Zomaya
DS-ADMM++: A Novel Distributed Quantized ADMM to Speed up Differentially Private Matrix Factorization. IEEE Trans. Parallel Distributed Syst. 33 (6) (2022)
Chuliang Guo, Jinxia Wu, Shuaihe Zhao, Zihao Wang, Sansar Raj Meena, Feng Zhang
Landslide susceptibility assessment based on multi GPUs: a deep learning approach. CCF Trans. High Perform. Comput. 4 (2) (2022)
Xiao Yue, Guangzhi Qu, Bo Liu, Feng Zhang
Edge utilization in graph convolutional networks for graph classification. ICMLA (2022)
Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang
Exploit the data level parallelism and schedule dependent tasks on the multi-core processors. Inf. Sci. 585 (2022)
Ruixin Guo, Feng Zhang, Lizhe Wang, Wusheng Zhang, Xinya Lei, Rajiv Ranjan, Albert Y. Zomaya
BaPa: A Novel Approach of Improving Load Balance in Parallel Matrix Factorization for Recommender Systems. IEEE Trans. Computers 70 (5) (2021)
Ruixin Guo, Erkang Xue, Feng Zhang, Gansen Zhao, Guangzhi Qu
Optimizing the confidence bound of count-min sketches to estimate the streaming big data query results more precisely. Computing 102 (6) (2020)
Xinya Lei, Ruixin Guo, Feng Zhang, Lizhe Wang, Rui Xu, Guangzhi Qu
Optimizing FHEW With Heterogeneous High-Performance Computing. IEEE Trans. Ind. Informatics 16 (8) (2020)
Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang
Parallelization Planning for Legacy Programs: A Multi-Objective Genetic Algorithm Approach. HPCC/SmartCity/DSS (2019)
Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang
Task Decomposition and Parallelization Planning for Automotive Power-Train Applications. ISPA/BDCloud/SocialCom/SustainCom (2019)
Zijun Han, Guangzhi Qu, Bo Liu, Feng Zhang
A Temporal Dependency Aware Approach for Scheduling Real-Time Tasks on Multi-Core Platforms. HPCC/SmartCity/DSS (2019)
Xinya Lei, Ruixin Guo, Feng Zhang, Lizhe Wang, Rui Xu, Guangzhi Qu
Accelerating Homomorphic Full Adder Based on FHEW Using Multicore CPU and GPUs. HPCC/SmartCity/DSS (2019)
Erkang Xue, Ruixin Guo, Feng Zhang, Lizhe Wang, Xiaohan Zhang, Guangzhi Qu
Distributed Differentially Private Matrix Factorization Based on ADMM. HPCC/SmartCity/DSS (2019)
Feng Zhang, Victor E. Lee, Ruoming Jin, Saurabh Garg, Kim-Kwang Raymond Choo, Michele Maasberg, Lijun Dong, Chi Cheng
Privacy-aware smart city: A case study in collaborative filtering recommender systems. J. Parallel Distributed Comput. 127 (2019)
Feng Zhang, Victor E. Lee, Kim-Kwang Raymond Choo
Jo-DPMF: Differentially private matrix factorization learning through joint optimization. Inf. Sci. 467 (2018)
Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse
Discriminant document embeddings with an extreme learning machine for classifying clinical narratives. Neurocomputing 277 (2018)
Lijun Dong, Hong Yao, Rajiv Ranjan, Feng Zhang, Mengqi Pan
Fast lightweight reconfiguration of virtual constellation for obtaining of earth observation big data. Clust. Comput. 20 (3) (2017)
Feng Zhang, Ti Gong, Victor E. Lee, Gansen Zhao, Chunming Rong, Guangzhi Qu
Fast algorithms to evaluate collaborative filtering recommender systems. Knowl. Based Syst. 96 (2016)
Paula Lauren, Guangzhi Qu, Feng Zhang, Amaury Lendasse
Clinical narrative classification using discriminant word embeddings with ELM. IJCNN (2016)
Joshua Knapp, Guangzhi Qu, Feng Zhang
Automatic Species Recognition Based on Improved Birdsong Analysis. ICMLA (2016)
Gansen Zhao, Zhongjie Ba, Xinming Wang, Feng Zhang, Changqin Huang, Yong Tang
Constructing authentication web in cloud computing. Secur. Commun. Networks 9 (15) (2016)
Feng Zhang, Ti Gong, Victor E. Lee, Gansen Zhao, Guangzhi Qu
Simple is Beautiful: An Online Collaborative Filtering Recommendation Solution with Higher Accuracy. APWeb (2015)
Gansen Zhao, Kaijun Chen, Haoxiang Tan, Xinming Wang, Meiying You, Jing Xiao, Feng Zhang
A Multilevel Security Model for Search Engine Over Integrated Data. Trans. Comput. Collect. Intell. 19 (2015)
Feng Zhang, Victor E. Lee, Ruoming Jin
k-CoRating: Filling Up Data to Obtain Privacy and Utility. AAAI (2014)
Gansen Zhao, Zhongjie Ba, Feng Zhang, Qi Chen, Jianguo Li, Yong Tang
Contructing Authentication Web in Cloud Computing. CSC (2013)
Gansen Zhao, Chunming Rong, Jin Li, Feng Zhang, Yong Tang
Trusted Data Sharing over Untrusted Cloud Storage Providers. CloudCom (2010)
Gansen Zhao, Jiale Liu, Yong Tang, Wei Sun, Feng Zhang, Xiao-ping Ye, Na Tang
Cloud Computing: A Statistics Aspect of Users. CloudCom (2009)
Feng Zhang, Gansen Zhao, Tingyan Xing
Privacy-Preserving Distributed k-Nearest Neighbor Mining on Horizontally Partitioned Multi-Party Data. ADMA (2009)