Yun Ma

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 66

Top Topics

Web Applications

Top Venues

IEEE Trans. Mob. Comput.

Publications

Xing Chen, Ming Li, Hao Zhong, Xiaona Chen, Yun Ma, Ching-Hsien Hsu
FUNOff: Offloading Applications at Function Granularity for Mobile Edge Computing. IEEE Trans. Mob. Comput. 23 (2) (2024)
Fuqi Lin, Xuan Lu, Wei Ai, Huoran Li, Yun Ma, Yulian Yang, Hongfei Deng, Qingxiang Wang, Qiaozhu Mei, Xuanzhe Liu
Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates. ACM Trans. Web 18 (1) (2024)
Yixuan Zhang, Shangtong Cao, Haoyu Wang, Zhenpeng Chen, Xiapu Luo, Dongliang Mu, Yun Ma, Gang Huang, Xuanzhe Liu
Characterizing and Detecting WebAssembly Runtime Bugs. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Chengxu Yang, Mengwei Xu, Qipeng Wang, Zhenpeng Chen, Kang Huang, Yun Ma, Kaigui Bian, Gang Huang, Yunxin Liu, Xin Jin, Xuanzhe Liu
FLASH: Heterogeneity-Aware Federated Learning at Scale. IEEE Trans. Mob. Comput. 23 (1) (2024)
Jinfeng Wen, Yi Liu, Zhenpeng Chen, Junkai Chen, Yun Ma
Characterizing commodity serverless computing platforms. J. Softw. Evol. Process. 35 (10) (2023)
Daliang Xu, Qing Li, Mengwei Xu, Kang Huang, Gang Huang, Shangguang Wang, Xin Jin, Yun Ma, Xuanzhe Liu
Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. ICSOC (1) (2023)
Yixuan Zhang, Shangtong Cao, Haoyu Wang, Zhenpeng Chen, Xiapu Luo, Dongliang Mu, Yun Ma, Gang Huang, Xuanzhe Liu
Characterizing and Detecting WebAssembly Runtime Bugs. CoRR (2023)
Weichen Bi, Yun Ma, Deyu Tian, Qi Yang, Mingtao Zhang, Xiang Jing
Demystifying Mobile Extended Reality in Web Browsers: How Far Can We Go? WWW (2023)
Junyi Shu, Ruidong Zhu, Yun Ma, Gang Huang, Hong Mei, Xuanzhe Liu, Xin Jin
Disaggregated RAID Storage in Modern Datacenters. ASPLOS (3) (2023)
Haiyang Shen, Yun Ma, Yue Li, Xiaoling Wang, Deyu Tian, Tong Jia, Tengfei He, Shenghua Luo
ADPal: Automatic Detection of Troubled Users in Online Service Systems via Page Access Logs. ICWS (2023)
Xuanzhe Liu, Diandian Gu, Zhenpeng Chen, Jinfeng Wen, Zili Zhang, Yun Ma, Haoyu Wang, Xin Jin
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Kaibo Liu, Yudong Han, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Mark Harman, Gang Huang, Yun Ma
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA (2023)
Qi Yang, Xinran Dong, Yun Ma
Understanding the Impact of Visual Factors on the Experience of Loading Web Apps. Internetware (2022)
Xing Chen, Ming Li, Hao Zhong, Yun Ma, Ching-Hsien Hsu
DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing. IEEE Trans. Ind. Informatics 18 (4) (2022)
Qi Yang, Xinran Dong, Xiuqi Cao, Yun Ma
Adaptive compression of 3D models for mobile web apps. MobiSys (2022)
Haiou Jiang, Keming Zhang, Xinjian Ma, Yanchun Sun, Yun Ma
Suspicious Customer Detection on the Blockchain Network for Cryptocurrency Exchanges. BlockSys (2022)
Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Guang Huang, Xin Jin, Xuanzhe Liu
Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading. CoRR (2022)
Jialiang Han, Yudong Han, Gang Huang, Yun Ma
DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning. CoRR (2022)
Deyu Tian, Haiyang Shen, Yun Ma
Parallelizing DNN inference in mobile web browsers on heterogeneous hardware. MobiSys (2022)
Daliang Xu, Mengwei Xu, Qipeng Wang, Shangguang Wang, Yun Ma, Kang Huang, Gang Huang, Xin Jin, Xuanzhe Liu
Mandheling: mixed-precision on-device DNN training with DSP offloading. MobiCom (2022)
Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. CoRR (2022)
Deyu Tian, Yun Ma, Aruna Balasubramanian, Yunxin Liu, Gang Huang, Xuanzhe Liu
Characterizing Embedded Web Browsing in Mobile Apps. IEEE Trans. Mob. Comput. 21 (11) (2022)
Jialiang Han, Yun Ma, Yudong Han
Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning. CoRR (2022)
Qiyang Zhang, Xiang Li, Xiangying Che, Xiao Ma, Ao Zhou, Mengwei Xu, Shangguang Wang, Yun Ma, Xuanzhe Liu
A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices. WWW (2022)
Gang Huang, Kaidong Wu, Chaoran Luo, Su Zhang, Huaqian Cai, Xiang Jing, Yun Ma
BDLedger: A Scalable Distributed Ledger for Large-Scale Data Recording. BlockSys (2021)
Junyi Shu, Xin Jin, Yun Ma, Xuanzhe Liu, Gang Huang
Cost-effective data analytics across multiple cloud regions. SIGCOMM Posters and Demos (2021)
Jialiang Han, Yun Ma
DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era. CoRR (2021)
Jialiang Han, Yun Ma, Qiaozhu Mei, Xuanzhe Liu
DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce. WWW (2021)
Kaidong Wu, Yun Ma, Gang Huang, Xuanzhe Liu
A first look at blockchain-based decentralized applications. Softw. Pract. Exp. 51 (10) (2021)
Jinfeng Wen, Zhenpeng Chen, Yi Liu, Yiling Lou, Yun Ma, Gang Huang, Xin Jin, Xuanzhe Liu
An empirical study on challenges of application development in serverless computing. ESEC/SIGSOFT FSE (2021)
Diandian Gu, Zhenpeng Chen, Yuanqiang Liu, Zili Zhang, Yun Ma, Xin Jin, Xuanzhe Liu
Demystifying Developers' Issues in Distributed Training of Deep Learning Software. CoRR (2021)
Xuanzhe Liu, Shangguang Wang, Yun Ma, Ying Zhang, Qiaozhu Mei, Yunxin Liu, Gang Huang
Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities. ACM Trans. Internet Techn. 21 (2) (2021)
Shuyu Zheng, Fuqi Lin, Xuan Lu, Yulian Yang, Hongfei Deng, Jun Zhang, Yun Ma, Xuanzhe Liu
Characterizing Service Access Patterns under Heterogeneous Clients. SCC (2020)
Yun Ma, Ziniu Hu, Diandian Gu, Li Zhou, Qiaozhu Mei, Gang Huang, Xuanzhe Liu
Roaming Through the Castle Tunnels: An Empirical Analysis of Inter-app Navigation of Android Apps. ACM Trans. Web 14 (3) (2020)
Jinfeng Wen, Yi Liu, Zhenpeng Chen, Yun Ma, Haoyu Wang, Xuanzhe Liu
Understanding Characteristics of Commodity Serverless Computing Platforms. CoRR (2020)
Yun Ma, Dongwei Xiang, Shuyu Zheng, Deyu Tian, Xuanzhe Liu
Moving Deep Learning into Web Browser: How Far Can We Go? CoRR (2019)
Gang Huang, Xuanzhe Liu, Yun Ma, Xuan Lu, Ying Zhang, Yingfei Xiong
Programming Situational Mobile Web Applications with Cloud-Mobile Convergence: An Internetware-Oriented Approach. IEEE Trans. Serv. Comput. 12 (1) (2019)
Yun Ma, Dongwei Xiang, Shuyu Zheng, Deyu Tian, Xuanzhe Liu
Moving Deep Learning into Web Browser: How Far Can We Go? WWW (2019)
Xia Zhang, Xusheng Xiao, Liang He, Yun Ma, Yangyang Huang, Xuanzhe Liu, Wenyao Xu, Cong Liu
PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing. RTAS (2019)
Deyu Tian, Yun Ma
Understanding Quality of Experiences on Different Mobile Browsers. Internetware (2019)
Kaidong Wu, Yun Ma, Gang Huang, Xuanzhe Liu
A First Look at Blockchain-based Decentralized Applications. CoRR (2019)
Yi Liu, Enze Xu, Yun Ma, Xuanzhe Liu
A First Look at Instant Service Consumption with Quick Apps on Mobile Devices. ICWS (2019)
Gang Huang, Chaoran Luo, Kaidong Wu, Yun Ma, Ying Zhang, Xuanzhe Liu
Software-Defined Infrastructure for Decentralized Data Lifecycle Governance: Principled Design and Open Challenges. ICDCS (2019)
Yun Ma, Yangyang Huang, Ziniu Hu, Xusheng Xiao, Xuanzhe Liu
Paladin: Automated Generation of Reproducible Test Cases for Android Apps. HotMobile (2019)
Yun Ma, Ziniu Hu, Yunxin Liu, Tao Xie, Xuanzhe Liu
Aladdin: Automating Release of Deep-Link APIs on Android. WWW (2018)
Xuanzhe Liu, Yun Ma, Felix Xiaozhu Lin
Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime. ICDCS (2018)
Xuanzhe Liu, Meihua Yu, Yun Ma, Gang Huang, Hong Mei, Yunxin Liu
: An Internetware-Oriented Approach to Optimizing Computation-Intensive Mobile Web Browsing. ACM Trans. Internet Techn. 18 (2) (2018)
Yun Ma, Xuanzhe Liu, Yi Liu, Yunxin Liu, Gang Huang
A Tale of Two Fashions: An Empirical Study on the Performance of Native Apps and Web Apps on Android. IEEE Trans. Mob. Comput. 17 (5) (2018)
Xuanzhe Liu, Yun Ma, Xinyang Wang, Yunxin Liu, Tao Xie, Gang Huang
SWAROVsky: Optimizing Resource Loading for Mobile Web Browsing. IEEE Trans. Mob. Comput. 16 (10) (2017)
Gang Huang, Mengwei Xu, Felix Xiaozhu Lin, Yunxin Liu, Yun Ma, Saumay Pushp, Xuanzhe Liu
ShuffleDog: Characterizing and Adapting User-Perceived Latency of Android Apps. IEEE Trans. Mob. Comput. 16 (10) (2017)
Xuanzhe Liu, Yun Ma, Shuailiang Dong, Yunxin Liu, Tao Xie, Gang Huang
ReWAP: Reducing Redundant Transfers for Mobile Web Browsing via App-Specific Resource Packaging. IEEE Trans. Mob. Comput. 16 (9) (2017)
Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu
AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets. WWW (2017)
Meihua Yu, Yun Ma, Xuanzhe Liu, Gang Huang, Xiangqun Chen
AgileRabbit: A Feedback-Driven Offloading Middleware for Smartwatch Apps. Internetware (2017)
Yi Liu, Yun Ma, Xuanzhe Liu
Flexible Installability of Android Apps with App-level Virtualization based Decomposition. CoRR (2017)
Yun Ma, Xuanzhe Liu, Ziniu Hu, Dian Yang, Gang Huang, Yunxin Liu, Tao Xie
Aladdin: automating release of Android deep links to in-app content. ICSE (Companion Volume) (2017)
Yun Ma, Shuailiang Dong
Understanding Quality of Experiences on Different Mobile Browsers: Measurements, Analysis, and Implications. CoRR (2017)
Xuanzhe Liu, Yun Ma, Shuailiang Dong, Yunxin Liu, Tao Xie, Gang Huang, Hong Mei
ReWAP: Reducing Redundant Transfers for Mobile Web Applications via App-Specific Resource Packaging. CoRR (2016)
Xuanzhe Liu, Yun Ma, Yunxin Liu, Tao Xie, Gang Huang
Demystifying the Imperfect Client-Side Cache Performance of Mobile Web Browsing. IEEE Trans. Mob. Comput. 15 (9) (2016)
Yi Liu, Yun Ma, Xuanzhe Liu, Gang Huang
Can HTTP/2 Really Help Web Performance on Smartphones? SCC (2016)
Yun Ma, Xuanzhe Liu, Ruogu Du, Ziniu Hu, Yi Liu, Meihua Yu, Gang Huang
DroidLink: Automated Generation of Deep Links for Android Apps. CoRR (2016)
Xuanzhe Liu, Yun Ma, Gang Huang, Junfeng Zhao, Hong Mei, Yunxin Liu
Data-Driven Composition for Service-Oriented Situational Web Applications. IEEE Trans. Serv. Comput. 8 (1) (2015)
Yi Liu, Xuanzhe Liu, Yun Ma, Yunxin Liu, Zibin Zheng, Gang Huang, M. Brian Blake
Characterizing RESTful Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps. ICWS (2015)
Yun Ma, Xuanzhe Liu, Meihua Yu, Yunxin Liu, Qiaozhu Mei, Feng Feng
Mash Droid: An Approach to Mobile-Oriented Dynamic Services Discovery and Composition by In-App Search. ICWS (2015)
Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie
Measurement and Analysis of Mobile Web Cache Performance. WWW (2015)
Yun Ma, Xuanzhe Liu, Zhen Huang, Hong Mei
Carpet: Automating Collaborative Web-Based Process across Multiple Devices by Capture-and-Replay. COMPSAC (2015)
Gang Huang, Yun Ma, Xuanzhe Liu, Yuchong Luo, Xuan Lu, M. Brian Blake
Model-Based Automated Navigation and Composition of Complex Service Mashups. IEEE Trans. Serv. Comput. 8 (3) (2015)
Yun Ma, Xuan Lu, Shuhui Zhang, Xuanzhe Liu
Characterizing cache usage for mobile web applications. Internetware (2014)
Yun Ma, Xuan Lu, Yuchong Luo, Xuanzhe Liu
A Graph-Based Approach to Assisting Creation of Mobile Web Applications. ICWS (2014)
Yun Ma, Yimeng Fang, Xiaomin Zhu, Xuanzhe Liu, Gang Huang
MobiTran: tool support for refactoring PC websites to smart phones. Middleware Demo & Poster Track (2013)
Yun Ma, Xuan Lu, Xuanzhe Liu, Xudong Wang, M. Brian Blake
Data-driven synthesis of multiple recommendation patterns to create situational Web mashups. Sci. China Inf. Sci. 56 (8) (2013)
Yun Ma, Xuanzhe Liu, Yihan Wu, Paul Grace
Model-Based Management of Service Composition. SOSE (2013)