Yutao Ma

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 44

Top Topics

Service Discovery

Microscopy Images

Defect Prediction

Top Venues

IEEE Trans. Serv. Comput.

Future Gener. Comput. Syst.

Publications

Yuqi Zhao, Shiyu He, Qibo Li, Yuchen Pei, Yutao Ma
MobileEdgeSim: A Tool for Simulating Microservice-Oriented Mobile Edge Computing. Internetware (2024)
Minyang Tian, Luyu Gao, Shizhuo Dylan Zhang, Xinan Chen, Cunwei Fan, Xuefei Guo, Roland Haas, Pan Ji, Kittithat Krongchon, Yao Li, Shengyan Liu, Di Luo, Yutao Ma, Hao Tong, Kha Trinh, Chenyu Tian, Zihan Wang, Bohao Wu, Yanyu Xiong, Shengzhu Yin, Minhui Zhu, Kilian Lieret, Yanxin Lu, Genglin Liu, Yufeng Du, Tianhua Tao, Ofir Press, Jamie Callan, Eliu A. Huerta, Hao Peng
SciCode: A Research Coding Benchmark Curated by Scientists. CoRR (2024)
Yutao Ma, Zesheng Wang, Liwei Huang, Jian Wang
CLHHN: Category-aware Lossless Heterogeneous Hypergraph Neural Network for Session-based Recommendation. ACM Trans. Web 18 (1) (2024)
Liwei Huang, Yutao Ma, Yanbo Liu, Bohong Danny Du, Shuliang Wang, Deyi Li
Position-Enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations. ACM Trans. Inf. Syst. 41 (1) (2023)
Yutao Ma, Xiao Geng, Jian Wang, Keqing He, Dionysis Athanasopoulos
Deep learning framework for multi-round service bundle recommendation in iterative mashup development. CAAI Trans. Intell. Technol. 8 (3) (2023)
Qingbin Wang, Kaiyi Chen, Wanrong Dou, Yutao Ma
Cross-Attention Based Multi-Resolution Feature Fusion Model for Self-Supervised Cervical OCT Image Classification. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (4) (2023)
Yongqiang Liu, Bing Li, Jian Wang, Duantengchuan Li, Yutao Ma
Multi-information fusion based few-shot Web service classification. Future Gener. Comput. Syst. 130 (2022)
Hongrun Wu, Yutao Ma, Zhenglong Xiang, Chen Yang, Keqing He
A spatial-temporal graph neural network framework for automated software bug triaging. Knowl. Based Syst. 241 (2022)
Liwei Huang, Yutao Ma, Yanbo Liu, Keqing He
DAN-SNR: A Deep Attentive Network for Social-aware Next Point-of-interest Recommendation. ACM Trans. Internet Techn. 21 (1) (2021)
Kaiyi Chen, Qingbin Wang, Yutao Ma
Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture Learning. CoRR (2021)
Liwei Huang, Yutao Ma, Shibo Wang, Yanbo Liu
An Attention-Based Spatiotemporal LSTM Network for Next POI Recommendation. IEEE Trans. Serv. Comput. 14 (6) (2021)
Hongrun Wu, Yutao Ma, Zhenglong Xiang, Chen Yang, Keqing He
A Spatial-Temporal Graph Neural Network Framework for Automated Software Bug Triaging. CoRR (2021)
Yutao Ma, Xiao Geng, Jian Wang, Keqing He, Dionysis Athanasopoulos
Deep Learning Framework for Online Interactive Service Recommendation in Iterative Mashup Development. CoRR (2021)
Liwei Huang, Yutao Ma, Yanbo Liu, Shuliang Wang, Deyi Li
Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations. CoRR (2021)
Yutao Ma, Xiao Geng, Jian Wang
A Deep Neural Network With Multiplex Interactions for Cold-Start Service Recommendation. IEEE Trans. Engineering Management 68 (1) (2021)
Liwei Huang, Yutao Ma, Yanbo Liu, Arun Kumar Sangaiah
Multi-modal Bayesian embedding for point-of-interest recommendation on location-based cyber-physical-social networks. Future Gener. Comput. Syst. 108 (2020)
Neng Zhang, Jian Wang, Yutao Ma
Mining Domain Knowledge on Service Goals from Textual Service Descriptions. IEEE Trans. Serv. Comput. 13 (3) (2020)
Hao Sun, Xianxu Zeng, Tao Xu, Gang Peng, Yutao Ma
Computer-Aided Diagnosis in Histopathological Images of the Endometrium Using a Convolutional Neural Network and Attention Mechanisms. IEEE J. Biomed. Health Informatics 24 (6) (2020)
Liwei Huang, Yutao Ma, Yanbo Liu, Keqing He
DAN-SNR: A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation. CoRR (2020)
Jinxiao Huang, Yutao Ma
Predicting the Fixer of Software Bugs via a Collaborative Multiplex Network: Two Case Studies. CollaborateCom (2019)
Fang Xie, Jian Wang, Ruibin Xiong, Neng Zhang, Yutao Ma, Keqing He
An integrated service recommendation approach for service-based system development. Expert Syst. Appl. 123 (2019)
Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue. IEEE Trans. Biomed. Eng. 66 (9) (2019)
Hao Sun, Xianxu Zeng, Tao Xu, Gang Peng, Yutao Ma
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanisms. CoRR (2019)
Neng Zhang, Jian Wang, Yutao Ma, Keqing He, Zheng Li, Xiaoqing (Frank) Liu
Web service discovery based on goal-oriented query expansion. J. Syst. Softw. 142 (2018)
Feng Wang, Jinxiao Huang, Yutao Ma
A Top-k Learning to Rank Approach to Cross-Project Software Defect Prediction. APSEC (2018)
Hongrun Wu, Haiyang Liu, Yutao Ma
Empirical study on developer factors affecting tossing path length of bug reports. IET Softw. 12 (3) (2018)
Weifeng Pan, Bing Li, Jing Liu, Yutao Ma, Bo Hu
Analyzing the structure of Java software systems by weighted K-core decomposition. Future Gener. Comput. Syst. 83 (2018)
Keqing He, Liang-Jie Zhang, Schahram Dustdar, Yutao Ma
Guest Editorial: Cloud Services Meet Big Data - Part II. IEEE Trans. Serv. Comput. 11 (5) (2018)
Bo Hu, Hongfeng Xie, Yutao Ma, Jian Wang, Liang-Jie Zhang
A Robust Retail POS System Based on Blockchain and Edge Computing. EDGE (2018)
Xiaowan Shi, Yutao Ma
一种基于文本分类和评分机制的软件缺陷分配方法 (Software Bug Triaging Method Based on Text Classification and Developer Rating). 计算机科学 45 (11) (2018)
Yutao Ma, Tao Xu, Xiaolei Huang, Xiaofang Wang, Canyu Li, Jason Jerwick, Yuan Ning, Xianxu Zeng, Baojin Wang, Yihong Wang, Zhan Zhang, Xiaoan Zhang, Chao Zhou
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue. CoRR (2018)
Lian Duan, Xi Qin, Yuanhao He, Xialin Sang, Jinda Pan, Tao Xu, Jing Men, Rudolph E. Tanzi, Airong Li, Yutao Ma, Chao Zhou
Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks. CoRR (2018)
Keqing He, Liang-Jie Zhang, Schahram Dustdar, Yutao Ma
Guest Editorial: Cloud Services Meet Big Data. IEEE Trans. Serv. Comput. 11 (4) (2018)
Tao Xu, Yutao Ma, Qian Wang
Cross-Urban Point-of-Interest Recommendation for Non-Natives. Int. J. Web Serv. Res. 15 (3) (2018)
Ruibin Xiong, Jian Wang, Neng Zhang, Yutao Ma
Deep hybrid collaborative filtering for Web service recommendation. Expert Syst. Appl. 110 (2018)
Jian Wang, Panpan Gao, Yutao Ma, Keqing He, Patrick C. K. Hung
A Web Service Discovery Approach Based on Common Topic Groups Extraction. IEEE Access 5 (2017)
Jingjun Wang, Shengshan Hu, Qian Wang, Yutao Ma
Privacy-Preserving Outsourced Feature Extractions in the Cloud: A Survey. IEEE Netw. 31 (5) (2017)
Bo Hu, Jian Wang, Yutao Ma, Liang-Jie Zhang
Business Graphing for Internet-Enabled Enterprises. BigData Congress (2017)
Hongrui Wu, Xiaowan Shi, Yutao Ma
Revealing Task Driven Knowledge Worker Behaviors in Open Source Software Communities. CoRR (2017)
Guoan You, Feng Wang, Yutao Ma
An Empirical Study of Ranking-Oriented Cross-Project Software Defect Prediction. Int. J. Softw. Eng. Knowl. Eng. 26 (9-10) (2016)
Guoan You, Yutao Ma
A Ranking-Oriented Approach to Cross-Project Software Defect Prediction: An Empirical Study. SEKE (2016)
Liwei Huang, Yutao Ma, Yanbo Liu
Social Influence Analysis Based on Modeling Interactions in Dynamic Social Networks: A Case Study. ICCCS (2) (2016)
Haisu Zhang, Sheng Zhang, Zhaolin Wu, Liwei Huang, Yutao Ma
A Method for Predicting Wikipedia Editors' Editing Interest: Based on a Factor Graph Model. Int. J. Web Serv. Res. 13 (3) (2016)
Peng He, Yutao Ma, Bing Li
TDSelector: A Training Data Selection Method for Cross-Project Defect Prediction. CoRR (2016)
Mingming Chen, Yutao Ma
A Hybrid Approach to Web Service Recommendation Based on QoS-Aware Rating and Ranking. CoRR (2015)
Peng He, Bing Li, Xiao Liu, Jun Chen, Yutao Ma
An empirical study on software defect prediction with a simplified metric set. Inf. Softw. Technol. 59 (2015)
Wei Xiong, Bing Li, Xiaohui Cui, Yutao Ma, Rong Yang, Peng He
A Learning Approach to the Prediction of Reliability Ranking for Web Services. ICWS (2015)
Jian Wang, Panpan Gao, Yutao Ma, Keqing He
Common Topic Group Mining for Web Service Discovery. APSCC (2015)
Jianxiao Liu, Feng Liu, Xiaoxia Li, Keqing He, Yutao Ma, Jian Wang
Web Service Clustering Using Relational Database Approach. Int. J. Softw. Eng. Knowl. Eng. 25 (8) (2015)
Mingming Chen, Yutao Ma
An empirical study on predicting defect numbers. SEKE (2015)
Mingming Chen, Yutao Ma, Bo Hu, Liang-Jie Zhang
A Ranking-Oriented Hybrid Approach to QoS-Aware Web Service Recommendation. SCC (2015)
Peng He, Bing Li, Xiao Liu, Jun Chen, Yutao Ma
An Empirical Study on Software Defect Prediction with a Simplified Metric Set. CoRR (2014)
Peng He, Bing Li, Deguang Zhang, Yutao Ma
Simplification of Training Data for Cross-Project Defect Prediction. CoRR (2014)
Peng He, Bing Li, Yutao Ma
Towards Cross-Project Defect Prediction with Imbalanced Feature Sets. CoRR (2014)
Jingliang Chen, Keqing He, Yutao Ma, Neng Zhang
An Approach for Value as a Service Discovery on Scientific Papers Big Data. IEEE SCC (2014)
Haisu Zhang, Sheng Zhang, Zhaolin Wu, Liwei Huang, Yutao Ma
Predicting Wikipedia Editor's Editing Interest Based on Factor Graph Model. BigData Congress (2014)
Yutao Ma, Yang Wu, Youwei Xu
Dynamics of open-source software developer's commit behavior: an empirical investigation of subversion. SAC (2014)
Zhi Wang, Bing Li, Yutao Ma
An Analysis of Research in Software Engineering: Assessment and Trends. CoRR (2014)
Bo Hu, Yutao Ma, Liang-Jie Zhang, Jiake Shi, Jiayan Zhong
A Key-Value Based Application Platform for Enterprise Big Data. BigData Congress (2014)
Qiuju Hou, Yutao Ma, Jianxun Chen, Youwei Xu
An Empirical Study on Inter-Commit Times in SVN. SEKE (2014)
Sihai Lin, Yutao Ma, Jianxun Chen
Empirical Evidence on Developer's Commit Activity for Open-Source Software Projects. SEKE (2013)
Bo Hu, Yutao Ma, Liang-Jie Zhang, Chunxiao Xing, Jun Zou, Ping Xu
A CCRA Based Mass Customization Development for Cloud Services. IEEE SCC (2013)
Yutao Ma, Yang Wu, Youwei Xu
Dynamics of Open-Source Software Developer's Commit Behavior: An Empirical Investigation of Subversion. CoRR (2013)
Zaiwen Feng, Keqing He, Rong Peng, Yutao Ma
Taxonomy for Evolution of Service-Based System. SERVICES (2011)
Zaiwen Feng, Patrick C. K. Hung, Keqing He, Yutao Ma, Matthias Farwick, Bing Li, Rong Peng
Towards a Taxonomy Framework of Evolution for SOA Solution: From a Practical Point of View. WISE Workshops (2011)
Yu-Chao Liu, Yutao Ma, Haisu Zhang, Deyi Li, Guisheng Chen
A method for trust management in cloud computing: Data coloring by cloud watermarking. Int. J. Autom. Comput. 8 (3) (2011)
Weifeng Pan, Bing Li, Yutao Ma, Jing Liu
Multi-granularity evolution analysis of software using complex network theory. J. Syst. Sci. Complex. 24 (6) (2011)
Yutao Ma, Keqing He, Bing Li, Jing Liu, Xiao-Yan Zhou
A Hybrid Set of Complexity Metrics for Large-Scale Object-Oriented Software Systems. J. Comput. Sci. Technol. 25 (6) (2010)
Weifeng Pan, Bing Li, Yutao Ma, Yeyi Qin, Xiao-Yan Zhou
Measuring Structural Quality of Object-Oriented Softwares via Bug Propagation Analysis on Weighted Software Networks. J. Comput. Sci. Technol. 25 (6) (2010)
Mingxing Jiang, Zhongwen Guo, Feng Hong, Yutao Ma, Hanjiang Luo
OceanSense: A Practical Wireless Sensor Network on the Surface of the Sea. PerCom Workshops (2009)
Weifeng Pan, Bing Li, Yutao Ma, Jing Liu
A Novel Software Evolution Model Based on Software Networks. Complex (2) (2009)
Weifeng Pan, Bing Li, Yutao Ma, Jing Liu, Yeyi Qin
Class structure refactoring of object-oriented softwares using community detection in dependency networks. Frontiers Comput. Sci. China 3 (3) (2009)
Zaiwen Feng, Keqing He, Rong Peng, Jian Wang, Yutao Ma
Towards Merging Goal Models of Networked Software. SEKE (2009)
Zaiwen Feng, Keqing He, Yutao Ma, Jian Wang, Ping Gong
Towards Individualized Requirements Specification Evolution for Networked Software Based on Aspect. ICSP (2008)
Yutao Ma, Keqing He, Jing Liu
Network Motifs in Object-Oriented Software Systems CoRR (2008)
Yutao Ma, Keqing He, Wei Liu, Jingbai Tian
A Grid-Oriented Platform for Software Component Repository Based on Domain Ontology. IEEE SCC (2007)
Yutao Ma, Keqing He, Jianghua Wu, Jianxun Chen
Towards an Identification Framework for Software Drifts: A Case Study. ICSEA (2006)
Liu Jing, He Keqing, Yutao Ma, Peng Rong
Scale Free in Software Metrics. COMPSAC (1) (2006)
Yutao Ma, Yonghong Peng
Co-expression Gene Discovery from Microarray for Integrative Systems Biology. ADMA (2006)
Yutao Ma, Keqing He, Dehui Du, Jing Liu, Yulan Yan
A Complexity Metrics Set for Large-Scale Object-Oriented Software Systems. CIT (2006)
Yutao Ma, Keqing He, Dehui Du
A Qualitative Method for Measuring the Structural Complexity of Software Systems Based on Complex Networks. APSEC (2005)
Yutao Ma, Jianxun Chen, Jianghua Wu
Research on the Phenomenon of Software Drift in Software Processes. IWPSE (2005)
Yutao Ma, Zhijian Li, Litian Liu
New strategy of modeling inversion layer characteristics in MOS structure for ULSI applications. Sci. China Ser. F Inf. Sci. 44 (3) (2001)
Yutao Ma, Litian Liu, Lilin Tian, Zhiping Yu, Zhijian Li
Analytical charge-control and I-V model for submicrometer anddeep-submicrometer MOSFETs fully comprising quantum mechanical effects. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20 (4) (2001)