Yun Ma

According to our database, Yun Ma authored at least 85 papers between 2013 and 2024.

Collaborative distances:

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

2024

WPIA: accelerating DNN warm-up in Web browsers by precompiling WebGL programs.

Deyu Tian, Yun Ma, Yudong Han, Qi Yang, Haochen Yang, Gang Huang

Frontiers Comput. Sci., December, 2024

Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates.

Fuqi Lin, Xuan Lu, Wei Ai, Huoran Li, Yun Ma, Yulian Yang, Hongfei Deng, Qingxiang Wang, Qiaozhu Mei, Xuanzhe Liu

ACM Trans. Web, February, 2024

Characterizing and Detecting WebAssembly Runtime Bugs.

Yixuan Zhang, Shangtong Cao, Haoyu Wang, Zhenpeng Chen, Xiapu Luo, Dongliang Mu, Yun Ma, Gang Huang, Xuanzhe Liu

ACM Trans. Softw. Eng. Methodol., February, 2024

FUNOff: Offloading Applications at Function Granularity for Mobile Edge Computing.

Xing Chen, Ming Li, Hao Zhong, Xiaona Chen, Yun Ma, Ching-Hsien Hsu

IEEE Trans. Mob. Comput., February, 2024

FLASH: Heterogeneity-Aware Federated Learning at Scale.

Chengxu Yang, Mengwei Xu, Qipeng Wang, Zhenpeng Chen, Kang Huang, Yun Ma, Kaigui Bian, Gang Huang, Yunxin Liu, Xin Jin, Xuanzhe Liu

IEEE Trans. Mob. Comput., January, 2024

Research artifacts in software engineering publications: Status and trends.

Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing, Zhenpeng Chen, Yun Ma

J. Syst. Softw., 2024

SGCS: An Intelligent Stackelberg-Game-Based Computation Offloading and Resource Pricing Scheme in Blockchain-Enabled MEC for IIoT.

Bing Lin, Xuzhan Chen, Xing Chen, Yun Ma, Neal N. Xiong

IEEE Internet Things J., 2024

Personality-Guided Code Generation Using Large Language Models.

Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang, Yang Liu, Yun Ma

CoRR, 2024

ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents.

Haiyang Shen, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang, Mengwei Xu, Yun Ma

CoRR, 2024

Research on WebAssembly Runtimes: A Survey.

Yixuan Zhang, Mugeng Liu, Haoyu Wang, Yun Ma, Gang Huang, Xuanzhe Liu

CoRR, 2024

LLM-Powered Test Case Generation for Detecting Tricky Bugs.

Kaibo Liu, Yiyang Liu, Zhenpeng Chen, Jie M. Zhang, Yudong Han, Yun Ma, Ge Li, Gang Huang

CoRR, 2024

Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance.

Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Ying Zhang, Yun Ma, Ting Cao, Xuanzhe Liu

CoRR, 2024

AI-based Prediction of Catheter-related Thrombosis Risk for Cancer Patients.

Yaoqi Guo, Yun Ma, Zijian Shao, Weichen Bi, Yanfeng Wang

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

FusionRender: Harnessing WebGPU's Power for Enhanced Graphics Performance on Web Browsers.

Weichen Bi, Yun Ma, Yudong Han, Yifan Chen, Deyu Tian, Jiaqi Du

Proceedings of the ACM on Web Conference 2024, 2024

Web-Based AI Assistant for Medical Imaging: A Case Study on Predicting Spontaneous Preterm Birth via Ultrasound Images.

Weichen Bi, Zijian Shao, Yudong Han, Jiaqi Du, Yuan Wei, Lijuan Guo, Tianchen Wu, Shuang Li, Yun Ma

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs.

Kaibo Liu, Yudong Han, Yiyang Liu, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Gang Huang, Yun Ma

Proceedings of the 21st IEEE/ACM International Conference on Mining Software Repositories, 2024

MeDiC: Metasearch Service on Distributed Confidential Data.

Wenchun Jing, Jingru Yang, Yun Ma, Yi Liu, Chaoran Luo

Proceedings of the IEEE International Conference on Web Services, 2024

A Blockchain-Based Trust Framework for Service-Oriented Architecture.

Hanlin Chen, Yan Chen, Bing Lin, Xing Chen, Yun Ma, Gang Huang

Proceedings of the IEEE International Conference on Web Services, 2024

Demystifying Swarm Learning: An Emerging Decentralized Federated Learning System.

Jialiang Han, Yudong Han, Ying Zhang, Xiang Jing, Yun Ma

Proceedings of the 24th IEEE International Symposium on Cluster, 2024

Characterizing the Developer Groups for Metaverse Services in Roblox.

Haiyang Shen, Yun Ma

Proceedings of the IEEE International Conference on Software Services Engineering, 2024

2023

Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective.

Xuanzhe Liu, Diandian Gu, Zhenpeng Chen, Jinfeng Wen, Zili Zhang, Yun Ma, Haoyu Wang, Xin Jin

ACM Trans. Softw. Eng. Methodol., November, 2023

Characterizing commodity serverless computing platforms.

Jinfeng Wen, Yi Liu, Zhenpeng Chen, Junkai Chen, Yun Ma

J. Softw. Evol. Process., October, 2023

LegoDroid: flexible Android app decomposition and instant installation.

Yi Liu, Yun Ma, Xusheng Xiao, Tao Xie, Xuanzhe Liu

Sci. China Inf. Sci., April, 2023

Demystifying Mobile Extended Reality in Web Browsers: How Far Can We Go?

Weichen Bi, Yun Ma, Deyu Tian, Qi Yang, Mingtao Zhang, Xiang Jing

Proceedings of the ACM Web Conference 2023, 2023

Who Judges the Judge: An Empirical Study on Online Judge Tests.

Kaibo Liu, Yudong Han, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Mark Harman, Gang Huang, Yun Ma

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

ADPal: Automatic Detection of Troubled Users in Online Service Systems via Page Access Logs.

Haiyang Shen, Yun Ma, Yue Li, Xiaoling Wang, Deyu Tian, Tong Jia, Tengfei He, Shenghua Luo

Proceedings of the IEEE International Conference on Web Services, 2023

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors.

Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Xin Jin, Yun Ma, Xuanzhe Liu

Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Disaggregated RAID Storage in Modern Datacenters.

Junyi Shu, Ruidong Zhu, Yun Ma, Gang Huang, Hong Mei, Xuanzhe Liu, Xin Jin

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Characterizing Embedded Web Browsing in Mobile Apps.

Deyu Tian, Yun Ma, Aruna Balasubramanian, Yunxin Liu, Gang Huang, Xuanzhe Liu

IEEE Trans. Mob. Comput., 2022

DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing.

Xing Chen, Ming Li, Hao Zhong, Yun Ma, Ching-Hsien Hsu

IEEE Trans. Ind. Informatics, 2022

DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning.

Jialiang Han, Yudong Han, Gang Huang, Yun Ma

CoRR, 2022

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading.

Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Guang Huang, Xin Jin, Xuanzhe Liu

CoRR, 2022

Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning.

Jialiang Han, Yun Ma, Yudong Han

CoRR, 2022

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.

Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Adaptive compression of 3D models for mobile web apps.

Qi Yang, Xinran Dong, Xiuqi Cao, Yun Ma

Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Parallelizing DNN inference in mobile web browsers on heterogeneous hardware.

Deyu Tian, Haiyang Shen, Yun Ma

Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Mandheling: mixed-precision on-device DNN training with DSP offloading.

Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the ACM MobiCom '22: The 28th Annual International Conference on Mobile Computing and Networking, Sydney, NSW, Australia, October 17, 2022

Understanding the Impact of Visual Factors on the Experience of Loading Web Apps.

Qi Yang, Xinran Dong, Yun Ma

Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

PROMAL: Precise Window Transition Graphs for Android via Synergy of Program Analysis and Machine Learning.

Changlin Liu, Hanlin Wang, Tianming Liu, Diandian Gu, Yun Ma, Haoyu Wang, Xusheng Xiao

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Suspicious Customer Detection on the Blockchain Network for Cryptocurrency Exchanges.

Haiou Jiang, Keming Zhang, Xinjian Ma, Yanchun Sun, Yun Ma

Proceedings of the Blockchain and Trustworthy Systems - 4th International Conference, 2022

2021

Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities.

Xuanzhe Liu, Shangguang Wang, Yun Ma, Ying Zhang, Qiaozhu Mei, Yunxin Liu, Gang Huang

ACM Trans. Internet Techn., 2021

A first look at blockchain-based decentralized applications.

Kaidong Wu, Yun Ma, Gang Huang, Xuanzhe Liu

Softw. Pract. Exp., 2021

Demystifying Developers' Issues in Distributed Training of Deep Learning Software.

Diandian Gu, Zhenpeng Chen, Yuanqiang Liu, Zili Zhang, Yun Ma, Xin Jin, Xuanzhe Liu

CoRR, 2021

C³DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era.

Jialiang Han, Yun Ma

CoRR, 2021

DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce.

Jialiang Han, Yun Ma, Qiaozhu Mei, Xuanzhe Liu

Proceedings of the WWW '21: The Web Conference 2021, 2021

An empirical study on challenges of application development in serverless computing.

Jinfeng Wen, Zhenpeng Chen, Yi Liu, Yiling Lou, Yun Ma, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Cost-effective data analytics across multiple cloud regions.

Junyi Shu, Xin Jin, Yun Ma, Xuanzhe Liu, Gang Huang

Proceedings of the SIGCOMM '21: ACM SIGCOMM 2021 Conference, 2021

BDLedger: A Scalable Distributed Ledger for Large-Scale Data Recording.

Gang Huang, Kaidong Wu, Chaoran Luo, Su Zhang, Huaqian Cai, Xiang Jing, Yun Ma

Proceedings of the Blockchain and Trustworthy Systems - Third International Conference, 2021

2020

Roaming Through the Castle Tunnels: An Empirical Analysis of Inter-app Navigation of Android Apps.

Yun Ma, Ziniu Hu, Diandian Gu, Li Zhou, Qiaozhu Mei, Gang Huang, Xuanzhe Liu

ACM Trans. Web, 2020

Understanding Characteristics of Commodity Serverless Computing Platforms.

Jinfeng Wen, Yi Liu, Zhenpeng Chen, Yun Ma, Haoyu Wang, Xuanzhe Liu

CoRR, 2020

Characterizing Service Access Patterns under Heterogeneous Clients.

Shuyu Zheng, Fuqi Lin, Xuan Lu, Yulian Yang, Hongfei Deng, Jun Zhang, Yun Ma, Xuanzhe Liu

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

Programming Situational Mobile Web Applications with Cloud-Mobile Convergence: An Internetware-Oriented Approach.

Gang Huang, Xuanzhe Liu, Yun Ma, Xuan Lu, Ying Zhang, Yingfei Xiong

IEEE Trans. Serv. Comput., 2019

Moving Deep Learning into Web Browser: How Far Can We Go?

Yun Ma, Dongwei Xiang, Shuyu Zheng, Deyu Tian, Xuanzhe Liu

Proceedings of the World Wide Web Conference, 2019

Paladin: Automated Generation of Reproducible Test Cases for Android Apps.

Yun Ma, Yangyang Huang, Ziniu Hu, Xusheng Xiao, Xuanzhe Liu

Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing.

Xia Zhang, Xusheng Xiao, Liang He, Yun Ma, Yangyang Huang, Xuanzhe Liu, Wenyao Xu, Cong Liu

Proceedings of the 25th IEEE Real-Time and Embedded Technology and Applications Symposium, 2019

Understanding Quality of Experiences on Different Mobile Browsers.

Deyu Tian, Yun Ma

Proceedings of the Internetware '19: The 11th Asia-Pacific Symposium on Internetware, 2019

A First Look at Instant Service Consumption with Quick Apps on Mobile Devices.

Yi Liu, Enze Xu, Yun Ma, Xuanzhe Liu

Proceedings of the 2019 IEEE International Conference on Web Services, 2019

Software-Defined Infrastructure for Decentralized Data Lifecycle Governance: Principled Design and Open Challenges.

Gang Huang, Chaoran Luo, Kaidong Wu, Yun Ma, Ying Zhang, Xuanzhe Liu

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2018

<i>i</i>-<i>Jacob</i>: An Internetware-Oriented Approach to Optimizing Computation-Intensive Mobile Web Browsing.

Xuanzhe Liu, Meihua Yu, Yun Ma, Gang Huang, Hong Mei, Yunxin Liu

ACM Trans. Internet Techn., 2018

A Tale of Two Fashions: An Empirical Study on the Performance of Native Apps and Web Apps on Android.

Yun Ma, Xuanzhe Liu, Yi Liu, Yunxin Liu, Gang Huang

IEEE Trans. Mob. Comput., 2018

Aladdin: Automating Release of Deep-Link APIs on Android.

Yun Ma, Ziniu Hu, Yunxin Liu, Tao Xie, Xuanzhe Liu

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime.

Xuanzhe Liu, Yun Ma, Felix Xiaozhu Lin

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017

SWAROVsky: Optimizing Resource Loading for Mobile Web Browsing.

Xuanzhe Liu, Yun Ma, Xinyang Wang, Yunxin Liu, Tao Xie, Gang Huang

IEEE Trans. Mob. Comput., 2017

ReWAP: Reducing Redundant Transfers for Mobile Web Browsing via App-Specific Resource Packaging.

Xuanzhe Liu, Yun Ma, Shuailiang Dong, Yunxin Liu, Tao Xie, Gang Huang

IEEE Trans. Mob. Comput., 2017

ShuffleDog: Characterizing and Adapting User-Perceived Latency of Android Apps.

Gang Huang, Mengwei Xu, Felix Xiaozhu Lin, Yunxin Liu, Yun Ma, Saumay Pushp, Xuanzhe Liu

IEEE Trans. Mob. Comput., 2017

Flexible Installability of Android Apps with App-level Virtualization based Decomposition.

Yi Liu, Yun Ma, Xuanzhe Liu

CoRR, 2017

Understanding Quality of Experiences on Different Mobile Browsers: Measurements, Analysis, and Implications.

Yun Ma, Shuailiang Dong

CoRR, 2017

AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets.

Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu

Proceedings of the 26th International Conference on World Wide Web, 2017

AgileRabbit: A Feedback-Driven Offloading Middleware for Smartwatch Apps.

Meihua Yu, Yun Ma, Xuanzhe Liu, Gang Huang, Xiangqun Chen

Proceedings of the 9th Asia-Pacific Symposium on Internetware, 2017

Aladdin: automating release of Android deep links to in-app content.

Yun Ma, Xuanzhe Liu, Ziniu Hu, Dian Yang, Gang Huang, Yunxin Liu, Tao Xie

Proceedings of the 39th International Conference on Software Engineering, 2017

2016

Demystifying the Imperfect Client-Side Cache Performance of Mobile Web Browsing.

Xuanzhe Liu, Yun Ma, Yunxin Liu, Tao Xie, Gang Huang

IEEE Trans. Mob. Comput., 2016

DroidLink: Automated Generation of Deep Links for Android Apps.

Yun Ma, Xuanzhe Liu, Ruogu Du, Ziniu Hu, Yi Liu, Meihua Yu, Gang Huang

CoRR, 2016

ReWAP: Reducing Redundant Transfers for Mobile Web Applications via App-Specific Resource Packaging.

Xuanzhe Liu, Yun Ma, Shuailiang Dong, Yunxin Liu, Tao Xie, Gang Huang, Hong Mei

CoRR, 2016

Can HTTP/2 Really Help Web Performance on Smartphones?

Yi Liu, Yun Ma, Xuanzhe Liu, Gang Huang

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

Data-Driven Composition for Service-Oriented Situational Web Applications.

Xuanzhe Liu, Yun Ma, Gang Huang, Junfeng Zhao, Hong Mei, Yunxin Liu

IEEE Trans. Serv. Comput., 2015

Model-Based Automated Navigation and Composition of Complex Service Mashups.

Gang Huang, Yun Ma, Xuanzhe Liu, Yuchong Luo, Xuan Lu, M. Brian Blake

IEEE Trans. Serv. Comput., 2015

Measurement and Analysis of Mobile Web Cache Performance.

Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie

Proceedings of the 24th International Conference on World Wide Web, 2015

Mash Droid: An Approach to Mobile-Oriented Dynamic Services Discovery and Composition by In-App Search.

Yun Ma, Xuanzhe Liu, Meihua Yu, Yunxin Liu, Qiaozhu Mei, Feng Feng

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

Characterizing RESTful Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps.

Yi Liu, Xuanzhe Liu, Yun Ma, Yunxin Liu, Zibin Zheng, Gang Huang, M. Brian Blake

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

Carpet: Automating Collaborative Web-Based Process across Multiple Devices by Capture-and-Replay.

Yun Ma, Xuanzhe Liu, Zhen Huang, Hong Mei

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014

Characterizing cache usage for mobile web applications.

Yun Ma, Xuan Lu, Shuhui Zhang, Xuanzhe Liu

Proceedings of the 6th Asia-Pacific Symposium on Internetware, 2014

A Graph-Based Approach to Assisting Creation of Mobile Web Applications.

Yun Ma, Xuan Lu, Yuchong Luo, Xuanzhe Liu

Proceedings of the 2014 IEEE International Conference on Web Services, 2014

2013

Data-driven synthesis of multiple recommendation patterns to create situational Web mashups.

Yun Ma, Xuan Lu, Xuanzhe Liu, Xudong Wang, M. Brian Blake

Sci. China Inf. Sci., 2013

Model-Based Management of Service Composition.

Yun Ma, Xuanzhe Liu, Yihan Wu, Paul Grace

Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

MobiTran: tool support for refactoring PC websites to smart phones.

Yun Ma, Yimeng Fang, Xiaomin Zhu, Xuanzhe Liu, Gang Huang

Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013