Yutao Ma

According to our database, Yutao Ma authored at least 80 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CLHHN: Category-aware Lossless Heterogeneous Hypergraph Neural Network for Session-based Recommendation.

Yutao Ma, Zesheng Wang, Liwei Huang, Jian Wang

ACM Trans. Web, February, 2024

SciCode: A Research Coding Benchmark Curated by Scientists.

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

CoRR, 2024

Cervical OCT image classification using contrastive masked autoencoders with Swin Transformer.

Qingbin Wang, Yuxuan Xiong, Hanfeng Zhu, Xuefeng Mu, Yan Zhang, Yutao Ma

Comput. Medical Imaging Graph., 2024

Prior Activation Map Guided Cervical OCT Image Classification.

Qingbin Wang, Wai Chon Wong, Mi Yin, Yutao Ma

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

MobileEdgeSim: A Tool for Simulating Microservice-Oriented Mobile Edge Computing.

Yuqi Zhao, Shiyu He, Qibo Li, Yuchen Pei, Yutao Ma

Proceedings of the 15th Asia-Pacific Symposium on Internetware, 2024

2023

Deep learning framework for multi-round service bundle recommendation in iterative mashup development.

Yutao Ma, Xiao Geng, Jian Wang, Keqing He, Dionysis Athanasopoulos

CAAI Trans. Intell. Technol., September, 2023

Position-Enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations.

Liwei Huang, Yutao Ma, Yanbo Liu, Bohong Danny Du, Shuliang Wang, Deyi Li

ACM Trans. Inf. Syst., January, 2023

Cross-Attention Based Multi-Resolution Feature Fusion Model for Self-Supervised Cervical OCT Image Classification.

Qingbin Wang, Kaiyi Chen, Wanrong Dou, Yutao Ma

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022

A spatial-temporal graph neural network framework for automated software bug triaging.

Hongrun Wu, Yutao Ma, Zhenglong Xiang, Chen Yang, Keqing He

Knowl. Based Syst., 2022

Multi-information fusion based few-shot Web service classification.

Yongqiang Liu, Bing Li, Jian Wang, Duantengchuan Li, Yutao Ma

Future Gener. Comput. Syst., 2022

2021

An Attention-Based Spatiotemporal LSTM Network for Next POI Recommendation.

Liwei Huang, Yutao Ma, Shibo Wang, Yanbo Liu

IEEE Trans. Serv. Comput., 2021

DAN-SNR: A Deep Attentive Network for Social-aware Next Point-of-interest Recommendation.

Liwei Huang, Yutao Ma, Yanbo Liu, Keqing He

ACM Trans. Internet Techn., 2021

A Deep Neural Network With Multiplex Interactions for Cold-Start Service Recommendation.

Yutao Ma, Xiao Geng, Jian Wang

IEEE Trans. Engineering Management, 2021

Cervical Optical Coherence Tomography Image Classification Based on Contrastive Self-Supervised Texture Learning.

Kaiyi Chen, Qingbin Wang, Yutao Ma

CoRR, 2021

Position-enhanced and Time-aware Graph Convolutional Network for Sequential Recommendations.

Liwei Huang, Yutao Ma, Yanbo Liu, Shuliang Wang, Deyi Li

CoRR, 2021

Deep Learning Framework for Online Interactive Service Recommendation in Iterative Mashup Development.

Yutao Ma, Xiao Geng, Jian Wang, Keqing He, Dionysis Athanasopoulos

CoRR, 2021

2020

Mining Domain Knowledge on Service Goals from Textual Service Descriptions.

Neng Zhang, Jian Wang, Yutao Ma

IEEE Trans. Serv. Comput., 2020

Computer-Aided Diagnosis in Histopathological Images of the Endometrium Using a Convolutional Neural Network and Attention Mechanisms.

Hao Sun, Xianxu Zeng, Tao Xu, Gang Peng, Yutao Ma

IEEE J. Biomed. Health Informatics, 2020

Multi-modal Bayesian embedding for point-of-interest recommendation on location-based cyber-physical-social networks.

Liwei Huang, Yutao Ma, Yanbo Liu, Arun Kumar Sangaiah

Future Gener. Comput. Syst., 2020

2019

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue.

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

IEEE Trans. Biomed. Eng., 2019

An integrated service recommendation approach for service-based system development.

Fang Xie, Jian Wang, Ruibin Xiong, Neng Zhang, Yutao Ma, Keqing He

Expert Syst. Appl., 2019

Predicting the Fixer of Software Bugs via a Collaborative Multiplex Network: Two Case Studies.

Jinxiao Huang, Yutao Ma

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2019

2018

Guest Editorial: Cloud Services Meet Big Data - Part II.

Keqing He, Liang-Jie Zhang, Schahram Dustdar, Yutao Ma

IEEE Trans. Serv. Comput., 2018

Guest Editorial: Cloud Services Meet Big Data.

Keqing He, Liang-Jie Zhang, Schahram Dustdar, Yutao Ma

IEEE Trans. Serv. Comput., 2018

Cross-Urban Point-of-Interest Recommendation for Non-Natives.

Tao Xu, Yutao Ma, Qian Wang

Int. J. Web Serv. Res., 2018

Web service discovery based on goal-oriented query expansion.

Neng Zhang, Jian Wang, Yutao Ma, Keqing He, Zheng Li, Xiaoqing (Frank) Liu

J. Syst. Softw., 2018

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).

Xiaowan Shi, Yutao Ma

计算机科学, 2018

Empirical study on developer factors affecting tossing path length of bug reports.

Hongrun Wu, Haiyang Liu, Yutao Ma

IET Softw., 2018

Analyzing the structure of Java software systems by weighted K-core decomposition.

Weifeng Pan, Bing Li, Jing Liu, Yutao Ma, Bo Hu

Future Gener. Comput. Syst., 2018

Deep hybrid collaborative filtering for Web service recommendation.

Ruibin Xiong, Jian Wang, Neng Zhang, Yutao Ma

Expert Syst. Appl., 2018

Segmentation of Drosophila Heart in Optical Coherence Microscopy Images Using Convolutional Neural Networks.

Lian Duan, Xi Qin, Yuanhao He, Xialin Sang, Jinda Pan, Tao Xu, Jing Men, Rudolph E. Tanzi, Airong Li, Yutao Ma, Chao Zhou

CoRR, 2018

A Robust Retail POS System Based on Blockchain and Edge Computing.

Bo Hu, Hongfeng Xie, Yutao Ma, Jian Wang, Liang-Jie Zhang

Proceedings of the Edge Computing - EDGE 2018, 2018

A Top-k Learning to Rank Approach to Cross-Project Software Defect Prediction.

Feng Wang, Jinxiao Huang, Yutao Ma

Proceedings of the 25th Asia-Pacific Software Engineering Conference, 2018

2017

Privacy-Preserving Outsourced Feature Extractions in the Cloud: A Survey.

Jingjun Wang, Shengshan Hu, Qian Wang, Yutao Ma

IEEE Netw., 2017

Revealing Task Driven Knowledge Worker Behaviors in Open Source Software Communities.

Hongrui Wu, Xiaowan Shi, Yutao Ma

CoRR, 2017

A Web Service Discovery Approach Based on Common Topic Groups Extraction.

Jian Wang, Panpan Gao, Yutao Ma, Keqing He, Patrick C. K. Hung

IEEE Access, 2017

Business Graphing for Internet-Enabled Enterprises.

Bo Hu, Jian Wang, Yutao Ma, Liang-Jie Zhang

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

A Method for Predicting Wikipedia Editors' Editing Interest: Based on a Factor Graph Model.

Haisu Zhang, Sheng Zhang, Zhaolin Wu, Liwei Huang, Yutao Ma

Int. J. Web Serv. Res., 2016

An Empirical Study of Ranking-Oriented Cross-Project Software Defect Prediction.

Guoan You, Feng Wang, Yutao Ma

Int. J. Softw. Eng. Knowl. Eng., 2016

TDSelector: A Training Data Selection Method for Cross-Project Defect Prediction.

Peng He, Yutao Ma, Bing Li

CoRR, 2016

A Ranking-Oriented Approach to Cross-Project Software Defect Prediction: An Empirical Study.

Guoan You, Yutao Ma

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Social Influence Analysis Based on Modeling Interactions in Dynamic Social Networks: A Case Study.

Liwei Huang, Yutao Ma, Yanbo Liu

Proceedings of the Cloud Computing and Security - Second International Conference, 2016

2015

An empirical study on software defect prediction with a simplified metric set.

Peng He, Bing Li, Xiao Liu, Jun Chen, Yutao Ma

Inf. Softw. Technol., 2015

Web Service Clustering Using Relational Database Approach.

Jianxiao Liu, Feng Liu, Xiaoxia Li, Keqing He, Yutao Ma, Jian Wang

Int. J. Softw. Eng. Knowl. Eng., 2015

A Hybrid Approach to Web Service Recommendation Based on QoS-Aware Rating and Ranking.

Mingming Chen, Yutao Ma

CoRR, 2015

An empirical study on predicting defect numbers.

Mingming Chen, Yutao Ma

Proceedings of the 27th International Conference on Software Engineering and Knowledge Engineering, 2015

A Learning Approach to the Prediction of Reliability Ranking for Web Services.

Wei Xiong, Bing Li, Xiaohui Cui, Yutao Ma, Rong Yang, Peng He

Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Common Topic Group Mining for Web Service Discovery.

Jian Wang, Panpan Gao, Yutao Ma, Keqing He

Proceedings of the Advances in Services Computing, 2015

A Ranking-Oriented Hybrid Approach to QoS-Aware Web Service Recommendation.

Mingming Chen, Yutao Ma, Bo Hu, Liang-Jie Zhang

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2014

An Analysis of Research in Software Engineering: Assessment and Trends.

Zhi Wang, Bing Li, Yutao Ma

CoRR, 2014

Simplification of Training Data for Cross-Project Defect Prediction.

Peng He, Bing Li, Deguang Zhang, Yutao Ma

CoRR, 2014

Towards Cross-Project Defect Prediction with Imbalanced Feature Sets.

Peng He, Bing Li, Yutao Ma

CoRR, 2014

An Empirical Study on Inter-Commit Times in SVN.

Qiuju Hou, Yutao Ma, Jianxun Chen, Youwei Xu

Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Dynamics of open-source software developer's commit behavior: an empirical investigation of subversion.

Yutao Ma, Yang Wu, Youwei Xu

Proceedings of the Symposium on Applied Computing, 2014

Predicting Wikipedia Editor's Editing Interest Based on Factor Graph Model.

Haisu Zhang, Sheng Zhang, Zhaolin Wu, Liwei Huang, Yutao Ma

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A Key-Value Based Application Platform for Enterprise Big Data.

Bo Hu, Yutao Ma, Liang-Jie Zhang, Jiake Shi, Jiayan Zhong

Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

An Approach for Value as a Service Discovery on Scientific Papers Big Data.

Jingliang Chen, Keqing He, Yutao Ma, Neng Zhang

Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013

Empirical Evidence on Developer's Commit Activity for Open-Source Software Projects.

Sihai Lin, Yutao Ma, Jianxun Chen

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

A CCRA Based Mass Customization Development for Cloud Services.

Bo Hu, Yutao Ma, Liang-Jie Zhang, Chunxiao Xing, Jun Zou, Ping Xu

Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2011

Multi-granularity evolution analysis of software using complex network theory.

Weifeng Pan, Bing Li, Yutao Ma, Jing Liu

J. Syst. Sci. Complex., 2011

A method for trust management in cloud computing: Data coloring by cloud watermarking.

Yu-Chao Liu, Yutao Ma, Haisu Zhang, Deyi Li, Guisheng Chen

Int. J. Autom. Comput., 2011

Towards a Taxonomy Framework of Evolution for SOA Solution: From a Practical Point of View.

Zaiwen Feng, Patrick C. K. Hung, Keqing He, Yutao Ma, Matthias Farwick, Bing Li, Rong Peng

Proceedings of the Web Information Systems Engineering - WISE 2011 and 2012 Workshops, 2011

Taxonomy for Evolution of Service-Based System.

Zaiwen Feng, Keqing He, Rong Peng, Yutao Ma

Proceedings of the World Congress on Services, 2011

2010

Measuring Structural Quality of Object-Oriented Softwares via Bug Propagation Analysis on Weighted Software Networks.

Weifeng Pan, Bing Li, Yutao Ma, Yeyi Qin, Xiao-Yan Zhou

J. Comput. Sci. Technol., 2010

A Hybrid Set of Complexity Metrics for Large-Scale Object-Oriented Software Systems.

Yutao Ma, Keqing He, Bing Li, Jing Liu, Xiao-Yan Zhou

J. Comput. Sci. Technol., 2010

2009

Class structure refactoring of object-oriented softwares using community detection in dependency networks.

Weifeng Pan, Bing Li, Yutao Ma, Jing Liu, Yeyi Qin

Frontiers Comput. Sci. China, 2009

Towards Merging Goal Models of Networked Software.

Zaiwen Feng, Keqing He, Rong Peng, Jian Wang, Yutao Ma

Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

OceanSense: A Practical Wireless Sensor Network on the Surface of the Sea.

Mingxing Jiang, Zhongwen Guo, Feng Hong, Yutao Ma, Hanjiang Luo

Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

A Novel Software Evolution Model Based on Software Networks.

Weifeng Pan, Bing Li, Yutao Ma, Jing Liu

Proceedings of the Complex Sciences, 2009

2008

Network Motifs in Object-Oriented Software Systems

Yutao Ma, Keqing He, Jing Liu

CoRR, 2008

Towards Individualized Requirements Specification Evolution for Networked Software Based on Aspect.

Zaiwen Feng, Keqing He, Yutao Ma, Jian Wang, Ping Gong

Proceedings of the Making Globally Distributed Software Development a Success Story, 2008

2007

A Grid-Oriented Platform for Software Component Repository Based on Domain Ontology.

Yutao Ma, Keqing He, Wei Liu, Jingbai Tian

Proceedings of the 2007 IEEE International Conference on Services Computing (SCC 2007), 2007

2006

Towards an Identification Framework for Software Drifts: A Case Study.

Yutao Ma, Keqing He, Jianghua Wu, Jianxun Chen

Proceedings of the International Conference on Software Engineering Advances (ICSEA 2006), October 28, 2006

Scale Free in Software Metrics.

Jing Liu, Keqing He, Yutao Ma, Rong Peng

Proceedings of the 30th Annual International Computer Software and Applications Conference, 2006

Co-expression Gene Discovery from Microarray for Integrative Systems Biology.

Yutao Ma, Yonghong Peng

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

A Complexity Metrics Set for Large-Scale Object-Oriented Software Systems.

Yutao Ma, Keqing He, Dehui Du, Jing Liu, Yulan Yan

Proceedings of the Sixth International Conference on Computer and Information Technology (CIT 2006), 2006

2005

Research on the Phenomenon of Software Drift in Software Processes.

Yutao Ma, Jianxun Chen, Jianghua Wu

Proceedings of the 8th International Workshop on Principles of Software Evolution (IWPSE 2005), 2005

A Qualitative Method for Measuring the Structural Complexity of Software Systems Based on Complex Networks.

Yutao Ma, Keqing He, Dehui Du

Proceedings of the 12th Asia-Pacific Software Engineering Conference (APSEC 2005), 2005

2001

Analytical charge-control and I-V model for submicrometer anddeep-submicrometer MOSFETs fully comprising quantum mechanical effects.

Yutao Ma, Litian Liu, Lilin Tian, Zhiping Yu, Zhijian Li

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2001

New strategy of modeling inversion layer characteristics in MOS structure for ULSI applications.

Yutao Ma, Zhijian Li, Litian Liu

Sci. China Ser. F Inf. Sci., 2001