Guobing Zou

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 62

Top Topics

Matrix Factorization

Collaborative Filtering

Top Venues

IEEE Trans. Serv. Comput.

Knowl. Based Syst.

Briefings Bioinform.

Publications

Chenyang Zhou, Guobing Zou, Shengxiang Hu, Hehe Lv, Liangrui Wu, Bofeng Zhang
Dual-Graph Convolutional Network and Dual-View Fusion for Group Recommendation. PAKDD (5) (2024)
Shengxiang Hu, Guobing Zou, Song Yang, Bofeng Zhang, Yixin Chen
Large Language Model Meets Graph Neural Network in Knowledge Distillation. CoRR (2024)
Guobing Zou, Wenzhuo Yu, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen
FRLN: Federated Residual Ladder Network for Data-Protected QoS Prediction. IEEE Trans. Serv. Comput. 17 (3) (2024)
Hehe Lv, Guobing Zou, Bofeng Zhang, Shengxiang Hu, Chenyang Zhou, Liangrui Wu
Dynamic bipartite network model based on structure and preference features. Knowl. Inf. Syst. 66 (8) (2024)
Xiaoyu Hou, Guobing Zou, Bofeng Zhang, Sen Niu
Deep latent representation enhancement method for social recommendation. J. Intell. Inf. Syst. 62 (1) (2024)
Yining Wu, Shengyu Duan, Gaole Sai, Chenhong Cao, Guobing Zou
Accelerating Matrix Factorization by Dynamic Pruning for Fast Recommendation. CoRR (2024)
Guobing Zou, Shiyi Lin, Shengxiang Hu, Shengyu Duan, Yanglan Gan, Bofeng Zhang, Yixin Chen
FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction. IEEE Trans. Serv. Comput. 16 (6) (2023)
Hehe Lv, Guobing Zou, Bofeng Zhang
Construction and Prediction of a Dynamic Multi-relationship Bipartite Network. ICONIP (11) (2023)
Yongquan Wan, Cairong Yan, Guobing Zou, Bofeng Zhang
Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval. Intell. Data Anal. 27 (3) (2023)
Guobing Zou, Ya Liu, Zhen Qin, Jin Chen, Zhiwei Xu, Yanglan Gan, Bofeng Zhang, Qiang He
ST-EUA: Spatio-Temporal Edge User Allocation With Task Decomposition. IEEE Trans. Serv. Comput. 16 (1) (2023)
Guobing Zou, Shiyi Lin, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen
MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. ICWS (2023)
Yanglan Gan, Xingyu Huang, Wenjing Guo, Cairong Yan, Guobing Zou
Predicting synergistic anticancer drug combination based on low-rank global attention mechanism and bilinear predictor. Bioinform. 39 (10) (2023)
Yongquan Wan, Guobing Zou, Cairong Yan, Bofeng Zhang
Dual attention composition network for fashion image retrieval with attribute manipulation. Neural Comput. Appl. 35 (8) (2023)
Shengxiang Hu, Guobing Zou, Shiyi Lin, Liangrui Wu, Chenyang Zhou, Bofeng Zhang, Yixin Chen
Recurrent Transformer for Dynamic Graph Representation Learning with Edge Temporal States. CoRR (2023)
Chenhong Cao, Miaoling Dai, Bonan Shen, Guobing Zou, Wei Dong
Neural adaptive IoT streaming analytics with RL-Adapt. Comput. Networks 235 (2023)
Yanglan Gan, Yuhan Chen, Guangwei Xu, Wenjing Guo, Guobing Zou
Deep enhanced constraint clustering based on contrastive learning for scRNA-seq data. Briefings Bioinform. 24 (4) (2023)
Guobing Zou, Shaogang Wu, Shengxiang Hu, Chenhong Cao, Yanglan Gan, Bofeng Zhang, Yixin Chen
NCRL: Neighborhood-Based Collaborative Residual Learning for Adaptive QoS Prediction. IEEE Trans. Serv. Comput. 16 (3) (2023)
Guobing Zou, Song Yang, Shengyu Duan, Bofeng Zhang, Yanglan Gan, Yixin Chen
DeepLTSC: Long-Tail Service Classification via Integrating Category Attentive Deep Neural Network and Feature Augmentation. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Yanglan Gan, Cheng Guo, Wenjing Guo, Guangwei Xu, Guobing Zou
Entropy-based inference of transition states and cellular trajectory for single-cell transcriptomics. Briefings Bioinform. 23 (4) (2022)
Guobing Zou, Zhiwei Xu, Xiaoyu Xia, Ya Liu, Yanglan Gan, Bofeng Zhang, Min Zhou, Qiang He
Spatial-Temporal Edge User Allocation: An Expectation Confirmation Perspective Approach. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Ying Lv, Bofeng Zhang, Guobing Zou, Xiaodong Yue, Zhikang Xu, Haiyan Li
Domain Adaptation with Data Uncertainty Measure Based on Evidence Theory. Entropy 24 (7) (2022)
Guobing Zou, Tengfei Li, Ming Jiang, Shengxiang Hu, Chenhong Cao, Bofeng Zhang, Yanglan Gan, Yixin Chen
DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration. Knowl. Based Syst. 241 (2022)
Guobing Zou, Zhen Qin, Qiang He, Pengwei Wang, Bofeng Zhang, Yanglan Gan
DeepWSC: Clustering Web Services via Integrating Service Composability into Deep Semantic Features. IEEE Trans. Serv. Comput. 15 (4) (2022)
Yanglan Gan, Ning Li, Cheng Guo, Guobing Zou, Jihong Guan, Shuigeng Zhou
TiC2D: Trajectory Inference From Single-Cell RNA-Seq Data Using Consensus Clustering. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (4) (2022)
Shengxiang Hu, Guobing Zou, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen
Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. ICSOC (2022)
Yanglan Gan, Xingyu Huang, Guobing Zou, Shuigeng Zhou, Jihong Guan
Deep structural clustering for single-cell RNA-seq data jointly through autoencoder and graph neural network. Briefings Bioinform. 23 (2) (2022)
Yanglan Gan, Huichun Zhu, Wenjing Guo, Guangwei Xu, Guobing Zou
Deep semi-supervised learning with contrastive learning and partial label propagation for image data. Knowl. Based Syst. 245 (2022)
Yongquan Wan, Cairong Yan, Bofeng Zhang, Guobing Zou
Learning Image Representation via Attribute-Aware Attention Networks for Fashion Classification. MMM (1) (2022)
Shengxiang Hu, Bofeng Zhang, Hehe Lv, Furong Chang, Chenyang Zhou, Liangrui Wu, Guobing Zou
Improving Network Representation Learning via Dynamic Random Walk, Self-Attention and Vertex Attributes-Driven Laplacian Space Optimization. Entropy 24 (9) (2022)
Zhongjie Wang, Zhuofeng Zhao, Guobing Zou
Guest Editors' Introduction. Int. J. Softw. Eng. Knowl. Eng. 31 (4) (2021)
Yanglan Gan, Yongchang Xin, Xin Hu, Guobing Zou
Inferring gene regulatory network from single-cell transcriptomic data by integrating multiple prior networks. Comput. Biol. Chem. 93 (2021)
Guobing Zou, Zhen Qin, Shuiguang Deng, Kuan-Ching Li, Yanglan Gan, Bofeng Zhang
Towards the optimality of service instance selection in mobile edge computing. Knowl. Based Syst. 217 (2021)
Zhiwei Xu, Guobing Zou, Xiaoyu Xia, Ya Liu, Yanglan Gan, Bofeng Zhang, Qiang He
Distance-aware Edge User Allocation with QoE Optimization. ICWS (2020)
Guobing Zou, Hao Wu, Song Yang, Ming Jiang, Bofeng Zhang, Yanglan Gan
LMA: label-based multi-head attentive model for long-tail web service classification. Int. J. Comput. Sci. Eng. 23 (2) (2020)
Shaochun Wu, Qifeng Xiao, Ming Gao, Guobing Zou
A construction and self-learning method for intelligent domain sentiment lexicon. Int. J. Inf. Technol. Manag. 19 (4) (2020)
Guobing Zou, Jin Chen, Qiang He, Kuan-Ching Li, Bofeng Zhang, Yanglan Gan
NDMF: Neighborhood-Integrated Deep Matrix Factorization for Service QoS Prediction. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Guobing Zou, Ya Liu, Zhen Qin, Jin Chen, Zhiwei Xu, Yanglan Gan, Bofeng Zhang, Qiang He
TD-EUA: Task-Decomposable Edge User Allocation with QoE Optimization. ICSOC (2020)
Farhan Ullah, Bofeng Zhang, Guobing Zou, Irfan Ullah, Ali Mustafa Qamar, Durr-e-Nayab
Large-scale Distributive Matrix Collaborative Filtering for Recommender System. CNIOT (2020)
Furong Chang, Bofeng Zhang, Yue Zhao, Songxian Wu, Guobing Zou, Sen Niu
Overlapping Community Detection in Bipartite Networks using a Micro-bipartite Network Model: Bi-EgoNet. J. Intell. Fuzzy Syst. 37 (6) (2019)
Yanglan Gan, Yang Xiang, Guobing Zou, Huaikou Miao, Bofeng Zhang
Multi-label Recommendation of Web Services with the Combination of Deep Neural Networks. CollaborateCom (2019)
Shulin Cheng, Bofeng Zhang, Guobing Zou, Mingqing Huang, Zhu Zhang
Friend recommendation in social networks based on multi-source information fusion. Int. J. Mach. Learn. Cybern. 10 (5) (2019)
Shengye Pang, Guobing Zou, Yanglan Gan, Sen Niu, Bofeng Zhang
Augmenting Labeled Probabilistic Topic Model for Web Service Classification. Int. J. Web Serv. Res. 16 (1) (2019)
Xia Zhang, Yanglan Gan, Guobing Zou, Jihong Guan, Shuigeng Zhou
Genome-wide analysis of epigenetic dynamics across human developmental stages and tissues. BMC Genom. 20 (S2) (2019)
Guobing Zou, Zhen Qin, Qiang He, Pengwei Wang, Bofeng Zhang, Yanglan Gan
DeepWSC: A Novel Framework with Deep Neural Network for Web Service Clustering. ICWS (2019)
Wenqiang Liu, Pengwei Wang, Ying Meng, Guobing Zou, Zhaohui Zhang
A Novel Algorithm for Optimizing Selection of Cloud Instance Types in Multi-Cloud Environment. ICPADS (2019)
Sen Niu, Guobing Zou, Yanglan Gan, Yang Xiang, Bofeng Zhang
Towards the optimality of QoS-aware web service composition with uncertainty. Int. J. Web Grid Serv. 15 (1) (2019)
Yanglan Gan, Zhiyuan Dong, Xia Zhang, Guobing Zou
Tri-Clustering Analysis for Dissecting Epigenetic Patterns Across Multiple Cancer Types. ICIC (2) (2018)
Mingqing Huang, Guobing Zou, Bofeng Zhang, Yue Liu, Yajun Gu, Keyuan Jiang
Overlapping community detection in heterogeneous social networks via the user model. Inf. Sci. 432 (2018)
Guobing Zou, Ming Jiang, Sen Niu, Hao Wu, Shengye Pang, Yanglan Gan
QoS-Aware Web Service Recommendation with Reinforced Collaborative Filtering. ICSOC (2018)
Guobing Zou, Shengye Pang, Pengwei Wang, Huaikou Miao, Sen Niu, Yanglan Gan, Bofeng Zhang
Neighborhood-Based Uncertain QoS Prediction of Web Services via Matrix Factorization. CollaborateCom (2018)
Guobing Zou, Yang Xiang, Pengwei Wang, Shengye Pang, Honghao Gao, Sen Niu, Yanglan Gan
Extracting Business Execution Processes of API Services for Mashup Creation. CollaborateCom (2018)
Mingqing Huang, Guobing Zou, Bofeng Zhang, Yanglan Gan, Susu Jiang, Keyuan Jiang
Identifying influential individuals in microblogging networks using graph partitioning. Expert Syst. Appl. 102 (2018)
Shulin Cheng, Bofeng Zhang, Guobing Zou, Mingqing Huang, Ying Lv
Valid context detection based on context filter in context-aware recommendation system. DSIT (2018)
Guobing Zou, Wang Li, Zhimin Zhou, Sen Niu, Yanglan Gan, Bofeng Zhang
Clustering-based uncertain QoS prediction of web services via collaborative filtering. Int. J. Web Grid Serv. 13 (4) (2017)
Sen Niu, Guobing Zou, Yanglan Gan, Yang Xiang, Bofeng Zhang
Towards Uncertain QoS-Aware Service Composition via Multi-Objective Optimization. ICWS (2017)
Shulin Cheng, Bofeng Zhang, Guobing Zou
A Rating-Based Integrated Recommendation Framework with Improved Collaborative Filtering Approaches. Int. J. Comput. Commun. Control 12 (3) (2017)
Chengwei Gu, Bofeng Zhang, Xinyue Wan, Mingqing Huang, Guobing Zou
The modularity-based Hierarchical tree algorithm for multi-class classification. SNPD (2016)
Guobing Zou, Mei Zhao, Sen Niu, Yanglan Gan, Bofeng Zhang
Computing uncertain skyline of Web services via interval number. SNPD (2016)
Yanglan Gan, Han Tao, Guobing Zou, Cairong Yan, Jihong Guan
Dynamic epigenetic mode analysis using spatial temporal clustering. BMC Bioinform. 17 (S-17) (2016)
Sen Niu, Guobing Zou, Yanglan Gan, Zhimin Zhou, Bofeng Zhang
UCLAO* and BHUC: Two Novel Planning Algorithms for Uncertain Web Service Composition. SCC (2016)
Mingjun Xin, Shunxiang Li, Liyuan Zhou, Guobing Zou
A Mobile Services Collaborative Recommendation Algorithm Based on Location-Aware Hidden Markov Model. GRMSE (2) (2016)
Mingqing Huang, Bofeng Zhang, Guobing Zou, Chengwei Gu, Peiye Wu, Shulin Cheng, Zhu Zhang
Socialized User Modeling in Microblogging Scenarios for Interest Prediction. DASC/PiCom/DataCom/CyberSciTech (2016)
Jianxing Zheng, Bofeng Zhang, Xiaodong Yue, Guobing Zou, Jianhua Ma, Keyuan Jiang
Neighborhood-user profiling based on perception relationship in the micro-blog scenario. J. Web Semant. 34 (2015)
Naibin Luo, Shaochun Wu, Guobing Zou, Xiang Shuai
Online Survey Prediction Model for High Response Rate via Decision Tree. UIC/ATC/ScalCom (2015)
Kaiqiang Guo, Shaochun Wu, Guobing Zou, Honghao Zhu
Multiple User Characteristic Models for Online Survey Based on FP-Tree Algorithm. UIC/ATC/ScalCom (2015)
Honghao Zhu, Shaochun Wu, Guobing Zou, Naibin Luo
Effective User Recommendation Model for Online Survey via BP Neural Network. UIC/ATC/ScalCom (2015)
Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang, Ruoyun Huang, You Xu, Yang Xiang
Towards automated choreography of Web services using planning in large scale service repositories. Appl. Intell. 41 (2) (2014)
Yanglan Gan, Guobing Zou, Jihong Guan, Guangwei Xu
A Novel Wavelet-Based Approach for Predicting Nucleosome Positions Using DNAS tructural Information. IEEE ACM Trans. Comput. Biol. Bioinform. 11 (4) (2014)
Guobing Zou, Qiang Lu, Yixin Chen, Ruoyun Huang, You Xu, Yang Xiang
QoS-Aware Dynamic Composition of Web Services Using Numerical Temporal Planning. IEEE Trans. Serv. Comput. 7 (1) (2014)
Yajun Gu, Bofeng Zhang, Guobing Zou, Mingqing Huang, Keyuan Jiang
Overlapping Community Detection in social network based on Microblog User Model. DSAA (2014)
Guobing Zou, Yanglan Gan, Sen Niu, Mei Zhao, Bofeng Zhang
Towards optimal discovery of web services for multiple QoS constraints and preferences. Int. J. Web Eng. Technol. 9 (3) (2014)
Jianxing Zheng, Bofeng Zhang, Guobing Zou, Xiaodong Yue
Diversification recommendation of popular articles in micro-blog scenario. DSAA (2014)
Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang
Dynamic composition of Web services using efficient planners in large-scale service repository. Knowl. Based Syst. 62 (2014)
Jianxing Zheng, Bofeng Zhang, Guobing Zou
Multi-granularity Recommendation Based on Ontology User Model. GreenCom/iThings/CPScom (2013)
Susu Jiang, Bofeng Zhang, Guobing Zou, Daming Wei
The Possibility of Normal Gait Analysis Based on a Smart Phone for Healthcare. GreenCom/iThings/CPScom (2013)
Bofeng Zhang, Jianxing Zheng, Jianhua Ma, Yinsheng Li, Guobing Zou, Qun Jin
Research on life-cycle of user model in U-Business. Pers. Ubiquitous Comput. 17 (7) (2013)
Shaochun Wu, Guobing Zou, Honghao Zhu, Xiang Shuai, Liang Chen, Bofeng Zhang
The Dynamically Efficient Mechanism of HDFS Data Prefetching. GreenCom/iThings/CPScom (2013)
Guobing Zou, Yixin Chen, You Xu, Ruoyun Huang, Yang Xiang
Towards Automated Choreographing of Web Services Using Planning. AAAI (2012)
Guobing Zou, Bofeng Zhang, Jianxing Zheng, Yinsheng Li, Jianhua Ma
MaaS: Model as a Service in Cloud Computing and Cyber-I Space. CIT (2012)
Guobing Zou, Yang Xiang, Yanglan Gan, Yixin Chen
A novel approach to annotating web service based on interface concept mapping and semantic expansion. Soft Comput. 15 (5) (2011)
Guobing Zou, Yang Xiang, Yanglan Gan, Hongyu Sun, Zengbao Liu
An Efficient Web Service Annotation Method Utilizing Concept Mapping and Interface Expansion. FSKD (2) (2009)
Guobing Zou, Bofeng Zhang, Yanglan Gan, Jianwen Zhang
An Ontology-Based Methodology for Semantic Expansion Search. FSKD (5) (2008)