2025

• Shengxiang Hu, Guobing Zou*, Song Yang, Shiyi Lin, Yanglan Gan, Bofeng Zhang, Yixin Chen. Large Language Model Meets Graph Neural Network in Knowledge Distillation. The 39th AAAI Conference on Artificial Intelligence (AAAI 2025), February 25-March 4, Philadelphia, Pennsylvania, USA, 2025. (通讯作者, CCF A类, 人工智能顶级会议)

2024

• Guobing Zou, Yutao Huang, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen. TRCF: Temporal Reinforced Collaborative Filtering for Time-aware QoS Prediction. IEEE Transactions on Services Computing, 17(4): 1847-1860, 2024. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• Guobing Zou, Wenzhuo Yu, Shengxiang Hu, Yanglan Gan*, Bofeng Zhang*, Yixin Chen. FRLN: Federated Residual Ladder Network for Data-Protected QoS Prediction. IEEE Transactions on Services Computing, 17(3): 963-976, 2024. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• Guobing Zou, Shiyi Lin, Shaogang Wu, Shengxiang Hu, Yanglan Gan, Bofeng Zhang, Yixin Chen. Combining Personalized Federated Hypernetworks and Shared Residual Learning for Distributed QoS Prediction. ACM Transactions on Autonomous and Adaptive Systems, DOI: doi/10.1145/3709141, 2024. (CCF B类, 并行与分布计算重要期刊)

• Guobing Zou, Ya Liu, Song Yang, Shengxiang Hu, Yanglan Gan, Bofeng Zhang. TEDC: Temporal-aware Edge Data Caching with Specified Latency Preference. The 31th IEEE International Conference on Web Services (ICWS), July 7-13, Shenzhen, China, 2024. (CCF B类, 服务计算顶级会议)

• Guobing Zou, Liangrui Wu, Shengxiang Hu, Song Yang, Chenyang Zhou, YanglanGan, Bofeng Zhang. User Profiling for Personalized Service Recommendation with Dual High-order Feature Learning. The 31th IEEE International Conference on Web Services (ICWS), July 7-13, Shenzhen, China, 2024. (CCF B类, 服务计算顶级会议)

• Hehe Lv, Guobing Zou*, Bofeng Zhang, Shengxiang Hu, Chenyang Zhou, Liangrui Wu. Dynamic Bipartite Network Model Based on Structure and Preference Features. Knowledge and Information Systems, 66: 4527-4548, 2024. (通讯作者, CCF B类)

• Yanglan Gan, Jiacheng Yu, Guangwei Xu, Cairong Yan, Guobing Zou*. Inferring gene regulatory networks from single-cell transcriptomics based on graph embedding. Bioinformatics, 40(5), btae291, pp. 1-9, 2024. (通讯作者, SCI, IF=5.8, 生物信息学顶级期刊, 中科院2区)

• Xiaoyu Hou, Guobing Zou*, Bofeng Zhang*, Sen Niu. Deep latent representation enhancement method for social recommendation. Journal of Intelligent Information Systems, 62(1): 57-75, 2024. (通讯作者, SCI, IF=3.4, 中科院3区)

• Yue Zhu, Guobing Zou*, Song Yang, Shengxiang Hu, Pengtao Li, Chunhua Zeng. Adaptive Web API Recommendation via Matching Service Clusters and Mashup Requirement. The 20th International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), Wuzhen, Zhejiang, China, 2024. (通讯作者, CCF C类)

• Chenyang Zhou, Guobing Zou*, Shengxiang Hu, Hehe Lv, Liangrui Wu, Bofeng Zhang. Dual-Graph Convolutional Network and Dual-View Fusion for Group Recommendation. The 28th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Taipei, Taiwan, May 7–10, pp. 231-243, 2024. (通讯作者, CCF C类)

• Guobing Zou, Chunhua Zeng, Yue Zhu, Pengtao Li, Song Yang, Shengxiang Hu. MFA: Web API recommendation based on service multiple feature aggregation. International Journal of Computational Science and Engineering, DOI: 10.1504/IJCSE.2024.100659962024, 2024. (EI)

• Yongquan Wan, Erhe Yang, Cairong Yan, Guobing Zou, Bofeng Zhang. TAN: A Tripartite Alignment Network Enhancing Composed Image Retrieval with Momentum Distillation. IEEE International Conference on Data Mining (ICDM), December 9-12, Abu Dhabi, UAE, 2024. (CCF B类, 数据挖掘顶级会议)

• Yongquan Wan, Wenhai Wang, Guobing Zou, Bofeng Zhang. Cross-modal Feature Alignment and Fusion for Composed Image Retrieval. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 8384-8388, 2024. (CCF A类会议Workshop)

2023

• Guobing Zou, Shiyi Lin, Shengxiang Hu, Shengyu Duan, Yanglan Gan, Bofeng Zhang, Yixin Chen. FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction. IEEE Transactions on Services Computing, 16(6): 4073-4086, 2023. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• 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 Transactions on Services Computing, 16(3): 2030-2043, 2023. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• 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 Transactions on Services Computing, 16(1): 628-641, 2023. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• Guobing Zou, Shiyi Lin*, Shengxiang Hu, Yanglan Gan*, Bofeng Zhang, Yixin Chen. MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation. The 30th IEEE International Conference on Web Services (ICWS), July 2-8, Chicago, USA, 2023. (CCF B类, 服务计算顶级会议)

• Chenhong Cao, Miaoling Dai, Bonan She, Guobing Zou*, Wei Dong. Neural adaptive IoT streaming analytics with RL-Adapt. Computer Networks, 235: 1-12, 2023. (通讯作者, CCF B类, SCI, IF=5.6, 中科院2区)

• Yanglan Gan, Yuhan Chen, Guangwei Xu, Wenjing Guo, Guobing Zou*. Deep enhanced constraint clustering based on contrastive learning for scRNA-seq data. Briefings in Bioinformatics, 24(4): bbad222: 1-11, 2023. (通讯作者, SCI, IF=11.622, 生物信息学顶级期刊, 中科院1区)

• Yanglan Gan, Wenxiao Liu, Guangwei Xu, Cairong Yan, Guobing Zou*. DMFDDI: deep multimodal fusion for drug–drug interaction prediction. Briefings in Bioinformatics, 24(6): bbad397: 1-11, 2023. (通讯作者, SCI, IF=11.622, 生物信息学顶级期刊, 中科院1区)

• 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. Bioinformatics, 39(10): btad607, 2023. (通讯作者, SCI, IF=5.8, 生物信息学顶级期刊, 中科院1区)

• Hehe Lv, Guobing Zou*, Bofeng Zhang. Construction and Prediction of a Dynamic Multi-Relationship Bipartite Network. The 30th IEEE International Conference on Neural Information Processing (ICONIP), November 20-23, Changsha, China, pp. 320-331, 2023. (通讯作者, CCF C类)

• Yongquan Wan*, Guobing Zou, Cairong Yan, Bofeng Zhang. Dual attention composition network for fashion image retrieval with attribute manipulation. Neural Computing and Applications, 35(8): 5889-5902, 2023. (SCI, IF=5.102, 中科院2区)

• Yongquan Wan, Cairong Yan*, Guobing Zou, Bofeng Zhang*. Attribute-guided and attribute-manipulated similarity learning network for fashion image retrieval. Intelligent Data Analysis, 27(3): 733-751, 2023. (SCI, IF=1.7, 中科院4区)

• Xueru Zhao, Furong Chang*, Hehe Lv, Guobing Zou, Bofeng Zhang*. A Novel Deep Learning Method for Predicting RNA-Protein Binding Sites. Applied Sciences, 13(5): 3247, 2023. (SCI, IF=2.838, 中科院3区)

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 Transactions on Services Computing, 15(4): 1940-1953, 2022. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• 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 Transactions on Network and Service Management, 19(4): 4918-4931, 2022. (SCI, IF=4.758, 服务计算顶级期刊, 中科院2区)

• 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 Transactions on Network and Service Management, 19(2): 922-935, 2022. (SCI, IF=4.758, 服务计算顶级期刊, 中科院2区)

• 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. Knowledge-Based Systems, 241: 1-12, 2022. (SCI, IF=8.139, 人工智能顶级期刊, 中科院1区)

• Shengxiang Hu, Guobing Zou*, Bofeng Zhang, Shaogang Wu, Shiyi Lin, Yanglan Gan, Yixin Chen. Temporal-aware QoS Prediction via Dynamic Graph Neural Collaborative Learning. The 20th International Conference on Service-Oriented Computing (ICSOC), November 29th-December 2nd, Seville, Spain, pp. 125-133,2022. (通讯作者, CCF B类, 服务计算顶级会议)

• Yanglan Gan, Huichun Zhu, Wenjing Guo, Guangwei Xu, Guobing Zou*. Deep Semi-supervised Learning with Contrastive Learning and Partial Label Propagation for Image Data. Knowledge-Based Systems, 245: 1-11, 2022. (通讯作者, SCI, IF=8.139, 人工智能顶级期刊, 中科院1区)

• Yanglan Gan, Cheng Guo, Wenjing Guo, Guangwei Xu, Guobing Zou*. Entropy-based inference of transitional states and cellular trajectory for single-cell transcriptomics. Briefings in Bioinformatics, 23(4), bbac225: 1-12, 2022. (通讯作者, SCI, IF=11.622, 生物信息学顶级期刊, 中科院1区)

• 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 in Bioinformatics, 23(2), bbac018: 1-13, 2022. (SCI, IF=11.622, 生物信息学顶级期刊, 中科院1区)

• Yanglan Gan, Ning Li, Cheng Guo, Guobing Zou, Jihong Guan*, Shuigeng Zhou*. TiC2D: trajectory inference from single-cell RNA-seq data based on consensus clustering. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 19(4): 2512-2522, 2022. (SCI, IF=3.710, 生物信息学顶级期刊, CCF B类)

• Yanglan Gan, Xin Hu, Guobing Zou, Cairong Yan, Guangwei Xu*. Inferring gene regulatory networks from single-cell transcriptomic data using bidirectional RNN. Frontiers in Oncology, 12: 1-10, 2022. (SCI, IF=6.244, 中科院2区)

• 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): 1213, 2022. (通讯作者, SCI, IF=2.738, 中科院3区)

• 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): 966, 2022. (SCI, IF=2.738, 中科院3区)

• Yongquan Wan, Cairong Yan, Bofeng Zhang, Guobing Zou. Learning Image Representation via Attribute-aware Attention Networks for Fashion Classification. The 28th International Conference on MultiMedia Modeling (MMM), 2022. (CCF C类)

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. Knowledge-Based Systems, 217: 1-17, 2021. (SCI, IF=8.139, 人工智能顶级期刊, 中科院1区)

• Zhongjie Wang, Zhuofeng Zhao, Guobing Zou. Guest Editors’ Introduction, Special Issue: Advanced Software Service Engineering. International Journal of Software Engineering and Knowledge Engineering, 31(4): 503-505, 2021. (SCI, IF=1.470, 中科院4区)

• Yanglan Gan, Yongchang Xin, Xin Hu, Guobing Zou*. Inferring gene regulatory network from single-cell transcriptomic data by integrating multiple prior networks. Computational Biology and Chemistry, 93: 1-8, 2021. (通讯作者, SCI, IF=2.877, 中科院4区)

• Yanglan Gan, Yongchang Xin, Wenjing Guo, Guobing Zou*. Resolving tumor heterogeneity from single-cell transcriptome by deep embedded clustering. The 16th International Symposium on Bioinformatics Research and Applications (ISBRA), 2021. (通讯作者, CCF C类, 生物信息学重要会议)

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 Transactions on Network and Service Management, 17(4): 2717-2730, 2020. (SCI, IF=4.758, 服务计算顶级期刊, 中科院2区)

• 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. The 18th International Conference on Service-Oriented Computing (ICSOC), December 14-17, Dubai, UAE, pp. 215-231, 2020. (CCF B类, 服务计算顶级会议)

• Zhiwei Xu, Guobing Zou*, Xiaoyu Xia, Ya Liu, Yanglan Gan, Bofeng Zhang, Qiang He*. Distance-aware Edge User Allocation with QoE Optimization. The 27th IEEE International Conference on Web Services (ICWS), October 18-24, Beijing, China, pp. 66-74, 2020. (通讯作者, CCF B类, 服务计算顶级会议)

• 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. International Journal of Computational Science and Engineering, 23(2): 158-168, 2020. (EI)

• Yanglan Gan, Ning Li, Yongchang Xin, Guobing Zou*. TriPCE: A Novel Tri-Clustering Algorithm for Identifying Pan-Cancer Epigenetic Patterns. Frontiers in Genetics, 10: 1298, 2020. (通讯作者, SCI, IF=4.599, 中科院3区)

• Yanglan Gan, Shanshan Liang, Qingting Wei, Guobing Zou*. Identification of differential gene groups from single-cell transcriptome using network entropy. Frontiers in Cell and Developmental Biology, 8：588041, 2020. (通讯作者, SCI, IF=6.684, 中科院2区)

• Farhan Ullah, Bofeng Zhang, Guobing Zou, Irfan Ullah, Ali Mustafa Qamar, Durr-e-Nayab. Large-scale Distributive Matrix Collaborative Filtering for Recommender System. International Conference on Computing, Networks and Internet of Things (CNIOT), PP.55-59, Sanya, China, April 24-26, 2020. (EI)

• Shaochun Wu*, Ming gao, Qifeng Xiao, Guobing Zou. A Topic-Enhanced Recurrent Autoencoder Model for Sentiment Analysis of Short Texts. International Journal of Internet Manufacturing and Services, 7(4): 393-406, 2020. (EI)

• Shaochun Wu*, Qifeng Xiao, Ming Gao, Guobing Zou. A Construction and Self-Learning Method for Intelligent Domain Sentiment Lexicon. International Journal of Information Technology and Management, 19(4): 318-333, 2020. (EI)

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. The 26th IEEE International Conference on Web Services (ICWS), pp. 434-436, 2019. (CCF B类, 服务计算顶级会议)

• Shengye Pang, Guobing Zou*, Yanglan Gan, Sen Niu, Bofeng Zhang. Augmenting Probabilistic Topic Model for Web Service Classification. International Journal of Web Services Research, 16(1): 93-113, 2019. (通讯作者, SCI, IF=0.692, 中科院4区, 服务计算重要期刊)

• Sen Niu, Guobing Zou*, Yanglan Gan, Yang Xiang, Bofeng Zhang. Towards the optimality of QoS-aware Web service composition with uncertainty. International Journal of Web and Grid Services, 15(1): 1-28, 2019. (通讯作者, SCI, IF=0.825, 中科院2区, 服务计算重要期刊)

• Guobing Zou, Yang Xiang, Pengwei Wang, Shengye Pang, Honghao Gao, Sen Niu, Yanglan Gan. Extracting Business Execution Processes of API Services for Mashup Creation, The 14th International Conference on Collaborative Computing (CollaborateCom), pp. 448-466, 2019. (CCF C类)

• 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, The 14th International Conference on Collaborative Computing (CollaborateCom), pp. 659-675, 2019. (CCF C类)

• Yanglan Gan, Yang Xiang, Guobing Zou*, Huaikou Miao, Bofeng Zhang*. Multi-label Recommendation of Web Services with Combination of Deep Neural Networks, The 15th International Conference on Collaborative Computing (CollaborateCom), pp. 133-150, 2019. (CCF C类)

• Shulin Cheng, Bofeng Zhang*, Guobing Zou*, Mingqing Huang, Zhu Zhang. Friend Recommendation in Social Networks Based on Multi-source Information Fusion. International Journal of Machine Learning and Cybernetics, 10(5): 1003-1024, 2019. (通讯作者, SCI, IF=4.012, 中科院3区)

• Xia Zhang, Yanglan Gan*, Guobing Zou, Jihong Guan, Shuigeng Zhou. Genome-wide analysis of epigenetic dynamics across human developmental stages and tissues. BMC Genomics, 20(221): 153-162, 2019. (SCI, IF=3.969, 中科院2区)

• Xinyue Wan*, Bofeng Zhang, Guobing Zou, Furong Chang. Sparse Data Recommendation by Fusing Continuous Imputation Denoising Autoencoder and Neural Matrix Factorization. Applied Sciences, 9(1), 54: 1-19, 2019. (SCI, IF=2.679, 中科院3区)

• Wenqiang Liu, Pengwei Wang, Ying Meng, Guobing Zou, Zhaohui Zhang. A novel algorithm for optimizing selection of cloud instance types in multi-cloud environment, 2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS), pp. 167-170, 2019. (CCF C类)

• 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. Journal of Intelligent and Fuzzy Systems, 37(6): 7965-7976, 2019. (SCI, IF=1.637, 中科院4区)

2018

• Mingqing Huang, Guobing Zou*, Bofeng Zhang*, Yue Liu, Yajun Gu, Keyuan Jiang. Overlapping community detection in heterogeneous social network via user model. Information Sciences, 432: 164-184, 2018. (通讯作者, SCI, IF=8.233, 中科院1区)

• Mingqing Huang, Guobing Zou*, Bofeng Zhang*, Yanglan Gan, Keyuan Jiang. Identifying Influential Individuals in Microblogging Networks using Graph Partitioning. Expert Systems with Applications, 102: 70-82, 2018. (通讯作者, SCI, IF=8.665, 中科院1区)

• Guobing Zou, Ming Jiang, Sen Niu, Hao Wu, Shengye Pang, Yanglan Gan*. QoS-aware Web Service Recommendation with Reinforced Collaborative Filtering. The 16th International Conference on Service-Oriented Computing (ICSOC), pp. 430-445, 2018. (CCF B类, 服务计算顶级会议)

• Guobing Zou, Zhimin Zhou, Mei Zhao, Sen Niu, Yanglan Gan*. Granularity-based Uncertain QoS Partitioning for Web Service Reliability. Journal of Internet Technology, 19(4): 1031-1042, 2018. (SCI, IF=1.005, 中科院4区)

• Sen Niu, Guobing Zou*, Yanglan Gan, Zhimin Zhou, Bofeng Zhang. Uncertain composition of Web services via non-deterministic planning. Journal of Internet Technology, 19(3): 697-710, 2018. (通讯作者, SCI, IF=1.005, 中科院4区)

• Mingqing Huang, Bofeng Zhang*, Guobing Zou*, Shulin Cheng, Zhuocheng Zhou, Furong Chang. Friend Recommendation in Online Social Networks Combining Interest Similarity and Social Interaction. International Conference on Audio, Language and Image Processing (ICALIP), pp. 126-132, 2018. (通讯作者, EI)

• Shulin Cheng, Bofeng Zhang*, Guobing Zou*, Mingqing Huang, Ying Lv. Valid Context Detection Based on Context Filter in Context-Aware Recommendation System. International Conference on Data Science and Information Technology (DSIT), pp. 1-8, 2018. (通讯作者, EI)

• Yanglan Gan, Ning Li, Guobing Zou, Jihong Guan*. Identification of cancer subtypes from single-cell RNA-seq data using a consensus clustering method. BMC Medical Genomics, 11(117): 65-72, 2018. (SCI, IF=3.063, 中科院3区)

• Yanglan Gan, Zhiyuan Dong, Xia Zhang, Guobing Zou*. Tri-Clustering Analysis for Dissecting Epigenetic Patterns Across Multiple Cancer Types. International Conference on Intelligent Computing (ICIC), pp. 330-336, 2018. (通讯作者, EI)

2017

• Guobing Zou, Wang Li, Zhimin Zhou, Sen Niu, Yanglan Gan*, Bofeng Zhang. Clustering-based uncertain QoS prediction of Web services via collaborative filtering. International Journal of Web and Grid Services, 13(4): 403-424, 2017.(SCI, IF=0.825, 中科院2区, 服务计算顶级期刊)

• Sen Niu, Guobing Zou*, Yanglan Gan, Yang Xiang, Bofeng Zhang. Towards Uncertain QoS-aware Service Composition via Multi-objective Optimization. The 24th IEEE International Conference on Web Services (ICWS), pp. 894-897, 2017. (通讯作者, CCF B类, 服务计算顶级会议)

• Shulin Cheng, Bofeng Zhang*, Guobing Zou. A Rating-Based Integrated Recommendation Framework with Improved Collaborative Filtering Approaches. International Journal of Computers Communications & Control, 12(3): 307-322, 2017.

• 程树林, 张博锋, 邹国兵. 基于用户和项目的双视角协同过滤推荐方法. 应用科学学报, 3: 326-336, 2017.

2016

• Sen Niu, Guobing Zou*, Yanglan Gan, Zhimin Zhou, Bofeng Zhang. UCLAO* and BHUC: Two novel planning algorithms for uncertain Web service composition. The 13th IEEE International Conference on Services Computing (SCC), San Francisco, USA, pp. 531-538, 2016. (通讯作者, CCF C类, 服务计算顶级会议)

• Yanglan Gan, Han Tao, Guobing Zou, Cairong Yan and Jihong Guan*. Dynamic epigenetic mode analysis using spatial temporal clustering. BMC Bioinformatics, 2016 , 17(537): 213-220. (SCI, IF=3.169, 中科院2区)

• Guobing Zou, Mei Zhao, Sen Niu, Yanglan Gan, Bofeng Zhang. Computing uncertain skyline of Web services via interval number. IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), pp. 613-618, 2016. (EI)

• Mingqing Huang, Bofeng Zhang*, Guobing Zou*, Chengwei Gu, Peiye Wu, Shulin Cheng, Zhu Zhang. Socialized user modeling in microblogging scenarios for interest prediction. IEEE Cyber Science and Technology Congress (CyberSciTech), 2016. (通讯作者, EI)

• Chengwei Gu, Bofeng Zhang*, Xinyue Wan, Mingqing Huang, Guobing Zou*. The modularity-based hierarchical tree algorithm for multi-class classification. IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), pp. 625-629, 2016. (通讯作者, EI)

• Mingjun Xin, Shunxiang Li, Liyuan Zhou, Guobing Zou. A Mobile Services Collaborative Recommendation Algorithm Based on Location-Aware Hidden Markov Model. International Conference on Geo-Informatics in Resource Management and Sustainable Ecosystems (GRMSE), pp 297-306, 2016.

• 刘大海, 张博锋, 邹国兵, 顾程伟. 微博用户模型复杂网络中多维有向社区发现. 计算机应用与软件, 33(7): 129-133, 2016. (CCF 中文C类)

2015

• Jianxing Zheng, Bofeng Zhang*, Xiaodong Yue, Guobing Zou. Neighborhood-user profile based on perception relationship in micro-blog scenario. Journal of Web Semantics, 34: 13-26, 2015. (SCI, IF=1.897, CCF B类)

• Honghao Zhu, Shaochun Wu, Guobing Zou, Naibin Luo. Effective user recommendation model for online survey via BP neural network. IEEE International Conference on Scalable Computing and Communications (ScalCom), pp. 1798-1802, 2015. (EI)

• Naibin Luo, Shaochun Wu, Guobing Zou, Xiang Shuai. Online survey prediction model for high response rate via decision tree. IEEE International Conference on Scalable Computing and Communications (ScalCom), pp. 1792-1797, 2015. (EI)

• Kaiqiang Guo, Shaochun Wu, Guobing Zou, Honghao Zhu. Multiple user characteristic models for online survey based on FP-tree algorithm. IEEE International Conference on Scalable Computing and Communications (ScalCom), pp. 1786-1791, 2015. (EI)

• Xiaowei Zhu, Shaochun Wu, Guobing Zou. User behavior detection for online survey via sequential pattern mining. International Conference on Instrumentation and Measurement, Computer, Communication, and Control (IMCCC), pp. 493-497, 2015. (EI)

• Sen Shao, Shaochun Wu, Guobing Zou, L. Chen. Effective user invitation models for online survey using clustering algorithm. International Conference on Instrumentation and Measurement, Computer, Communication, and Controlthe (IMCCC), pp. 1445-1449, 2015. (EI)

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 Transactions on Services Computing, 7(1): 18-31, 2014. (CCF A类, SCI, IF=8.1, 服务计算最顶级期刊)

• Guobing Zou, Yanglan Gan, Yixin Chen, Bofeng Zhang. Dynamic composition of Web services using efficient planners in large-scale service repository. Knowledge-Based Systems, 62: 98-112, 2014. (SCI, IF=8.139, 中科院1区)

• 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. Applied Intelligence, 41(2): 383-404, 2014. (SCI, IF=5.019, 中科院2区)

• Yanglan Gan, Guobing Zou, Jihong Guan, Guangwei Xu. A novel wavelet-based approach for predicting nucleosome positions using DNA structural information. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 11(4): 638-647, 2014. (SCI, IF=3.710, CCF B类)

• Guobing Zou, Yanglan Gan, Sen Niu, Mei Zhao, Bofeng Zhang. Towards optimal discovery of Web services for multiple QoS constraints and preferences. International Journal of Web Engineering and Technology, 9(3): 277-299, 2014. (EI)

• Guobing Zou, Yanglan Gan, Jianxing Zheng, Bofeng Zhang. Service composition and user modeling for personalized recommendation in cloud computing. IEEE International Conference on Computing Communications and Networking Technologies (ICCCNT), pp. 1-7, 2014. (EI)

• Yajun Gu, Bofeng Zhang, Guobing Zou, Mingqing Huang, Keyuan Jiang. Overlapping community detection in social network based on microblog user model. International Conference on Data Science and Advanced Analytics (DSAA), 2014. (CCF C类)

• Jianxing Zheng, Bofeng Zhang, Guobing Zou, Xiaodong Yue. Diversification recommendation of popular articles in micro-blog scenario. International Conference on Data Science and Advanced Analytics (DSAA), 2014. (CCF C类)

• 甘杨兰, 赵梅, 牛森, 邹国兵. 基于云仿真环境数据挖掘的服务分类方法. 计算机仿真, 31(10): 460-465, 2014. (CCF 中文C类)

2013

• Bofeng Zhang, Jianxing Zheng, Jianhua Ma, Yinsheng Li, Guobing Zou, Qun Jin. Research on life-cycle of user model in U-Business. Personal and Ubiquitous Computing, 17: 1449-1457, 2013. (SCI, IF=3.006, 中科院3区)

• Yue Liu, Binkai Shi, Guobing Zou, Zhe Xu, Effective Personalized Recommendation using United Auxiliary Domain based Weighted Rating Model in Large-Scale BT Download Datasets. Journal of Convergence Information Technology, 8(8): 80-87, 2013. (EI)

• Shaochun Wu, Guobing Zou, Honghao Zhu, Xiang Shuai, Liang Chen, Bofeng Zhang. The Dynamically Efficient Mechanism of HDFS Data Prefetching. IEEE International Conference on Internet of Things (iThings), pp. 2188-2193, 2013. (EI)

• Jianxing Zheng, Bofeng Zhang, Guobing Zou. Multi-granularity recommendation based on ontology user model. IEEE International Conference on Internet of Things (iThings), pp. 2194-2199, 2013. (EI)

• Susu Jiang, Bofeng Zhang, Guobing Zou, Daming Wei. The possibility of normal gait analysis based on a smart phone for healthcare. IEEE International Conference on Internet of Things (iThings), 2013. (EI)

2012

• Guobing Zou, Yixin Chen, Ruoyun Huang, You Xu, Yang Xiang. Towards automated choreographing of Web services using planning. The 26th AAAI Conference on Artificial Intelligence (AAAI), pp. 178-184, 2012. (CCF A类, 人工智能顶级会议)

• Guobing Zou, Bofeng Zhang, Jianxing Zheng, Yinsheng Li, Jianhua Ma. MaaS: Model as a service in cloud computing and Cyber-I space. IEEE International Conference on Computer and Information Technology (CIT), pp. 1125-1130, 2012. (EI)

• Yue Liu, Binkai Shi, Guobing Zou, Zhe Xu. United auxiliary domain based weighted rating model for data sparse in collaborative filtering. International Conference on Intelligent Computing and Applications (ICA), Springer, pp. 80-87, 2012. (EI)

2011

• Guobing Zou, Yang Xiang, Yanglan Gan, Yixin Chen. A novel approach to annotating Web service based on interface concept mapping and semantic expansion. Soft Computing, 15(5): 929-938, 2011. (SCI, IF=3.643, 中科院3区)

• Paras Tiwari, Guobing Zou, Yixin Chen. A Web application for Web service composition using AI planner-based method. Graduate Student Research Symposium (WUGSS), Washington University in St. Louis, 2011.

2010

• Guobing Zou, Yixin Chen, Yang Xiang, Ruoyun Huang, You Xu. AI planning and combinatorial optimization for Web service composition in cloud computing. Annual International Conference on Cloud Computing and Virtualization (CCV), pp. 28-35, 2010.

• 邹国兵, 向阳, 甘杨兰, 孙红雨, 张波. 利用语义匹配度计算的Web服务发现方法. 小型微型计算机系统, 31(5): 807-812, 2010. （CCF 中文B类）

• Dong Wang, Yang Xiang, Qian Chen, Guobing Zou. Research on ontology-based representation method for textual cases. International Conference on Artificial Intelligence and Computational Intelligence (AICI), pp. 17-20, 2010. (EI)

2009

• Guobing Zou, Yang Xiang, Yanglan Gan, Dong Wang, Zengbao Liu. An agent-based Web service selection and ranking framework with QoS. IEEE International Conference on Computer Science and Information Technology (ICCSIT), pp. 37-42, 2009. (EI)

• Guobing Zou, Yang Xiang, Yanglan Gan, Hongyu Sun, Zengbao Liu. An efficient Web service annotation method utilizing concept mapping and interface expansion. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), pp. 183-187, 2009. (EI)

• Dong Wang, Yang Xiang, Guobing Zou, Bo Zhang. Research on ontology-based indexing in CBR. International Conference on Artificial Intelligence and Computational Intelligence (AICI), pp. 238-241, 2009. (EI)

2008

• Guobing Zou, Bofeng Zhang, Yanglan Gan, Jianwen Zhang. An ontology-based methodology for semantic expansion search. International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), pp. 453-457, 2008. (EI)

• Bo Zhang, Yang Xiang, Bei Zhang, Guobing Zou. Semantics driven decision making and its dynamic semantics presentation. International Conference on Intelligent Computation Technology and Automation (ICICTA), pp. 1135-1139, 2008. (EI)