Yun Ma

Orcid: 0000-0001-7866-4075

Affiliations:
  • Peking University, Institute for Artificial Intelligence, Beijing, China


According to our database1, Yun Ma authored at least 69 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates.
ACM Trans. Web, February, 2024

Characterizing and Detecting WebAssembly Runtime Bugs.
ACM Trans. Softw. Eng. Methodol., February, 2024

FUNOff: Offloading Applications at Function Granularity for Mobile Edge Computing.
IEEE Trans. Mob. Comput., February, 2024

FLASH: Heterogeneity-Aware Federated Learning at Scale.
IEEE Trans. Mob. Comput., January, 2024

Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance.
CoRR, 2024

2023
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective.
ACM Trans. Softw. Eng. Methodol., November, 2023

Characterizing commodity serverless computing platforms.
J. Softw. Evol. Process., October, 2023

LegoDroid: flexible Android app decomposition and instant installation.
Sci. China Inf. Sci., April, 2023

Demystifying Mobile Extended Reality in Web Browsers: How Far Can We Go?
Proceedings of the ACM Web Conference 2023, 2023

Who Judges the Judge: An Empirical Study on Online Judge Tests.
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.
Proceedings of the IEEE International Conference on Web Services, 2023

Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors.
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

Disaggregated RAID Storage in Modern Datacenters.
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.
IEEE Trans. Mob. Comput., 2022

DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing.
IEEE Trans. Ind. Informatics, 2022

DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning.
CoRR, 2022

Mandheling: Mixed-Precision On-Device DNN Training with DSP Offloading.
CoRR, 2022

Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning.
CoRR, 2022

A Comprehensive Benchmark of Deep Learning Libraries on Mobile Devices.
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.
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.
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.
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.
Proceedings of the Internetware 2022: 13th Asia-Pacific Symposium on Internetware, Hohhot, China, June 11, 2022

Suspicious Customer Detection on the Blockchain Network for Cryptocurrency Exchanges.
Proceedings of the Blockchain and Trustworthy Systems - 4th International Conference, 2022

2021
Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities.
ACM Trans. Internet Techn., 2021

A first look at blockchain-based decentralized applications.
Softw. Pract. Exp., 2021

Demystifying Developers' Issues in Distributed Training of Deep Learning Software.
CoRR, 2021

C<sup>3</sup>DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era.
CoRR, 2021

DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce.
Proceedings of the WWW '21: The Web Conference 2021, 2021

An empirical study on challenges of application development in serverless computing.
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.
Proceedings of the SIGCOMM '21: ACM SIGCOMM 2021 Conference, 2021

BDLedger: A Scalable Distributed Ledger for Large-Scale Data Recording.
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.
ACM Trans. Web, 2020

Understanding Characteristics of Commodity Serverless Computing Platforms.
CoRR, 2020

Characterizing Service Access Patterns under Heterogeneous Clients.
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.
IEEE Trans. Serv. Comput., 2019

Moving Deep Learning into Web Browser: How Far Can We Go?
Proceedings of the World Wide Web Conference, 2019

Paladin: Automated Generation of Reproducible Test Cases for Android Apps.
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.
Proceedings of the 25th IEEE Real-Time and Embedded Technology and Applications Symposium, 2019

Understanding Quality of Experiences on Different Mobile Browsers.
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.
Proceedings of the 2019 IEEE International Conference on Web Services, 2019

Software-Defined Infrastructure for Decentralized Data Lifecycle Governance: Principled Design and Open Challenges.
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.
ACM Trans. Internet Techn., 2018

A Tale of Two Fashions: An Empirical Study on the Performance of Native Apps and Web Apps on Android.
IEEE Trans. Mob. Comput., 2018

Aladdin: Automating Release of Deep-Link APIs on Android.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017
SWAROVsky: Optimizing Resource Loading for Mobile Web Browsing.
IEEE Trans. Mob. Comput., 2017

ReWAP: Reducing Redundant Transfers for Mobile Web Browsing via App-Specific Resource Packaging.
IEEE Trans. Mob. Comput., 2017

ShuffleDog: Characterizing and Adapting User-Perceived Latency of Android Apps.
IEEE Trans. Mob. Comput., 2017

Flexible Installability of Android Apps with App-level Virtualization based Decomposition.
CoRR, 2017

Understanding Quality of Experiences on Different Mobile Browsers: Measurements, Analysis, and Implications.
CoRR, 2017

AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets.
Proceedings of the 26th International Conference on World Wide Web, 2017

AgileRabbit: A Feedback-Driven Offloading Middleware for Smartwatch Apps.
Proceedings of the 9th Asia-Pacific Symposium on Internetware, 2017

Aladdin: automating release of Android deep links to in-app content.
Proceedings of the 39th International Conference on Software Engineering, 2017

2016
Demystifying the Imperfect Client-Side Cache Performance of Mobile Web Browsing.
IEEE Trans. Mob. Comput., 2016

DroidLink: Automated Generation of Deep Links for Android Apps.
CoRR, 2016

ReWAP: Reducing Redundant Transfers for Mobile Web Applications via App-Specific Resource Packaging.
CoRR, 2016

Can HTTP/2 Really Help Web Performance on Smartphones?
Proceedings of the IEEE International Conference on Services Computing, 2016

2015
Data-Driven Composition for Service-Oriented Situational Web Applications.
IEEE Trans. Serv. Comput., 2015

Model-Based Automated Navigation and Composition of Complex Service Mashups.
IEEE Trans. Serv. Comput., 2015

Measurement and Analysis of Mobile Web Cache Performance.
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.
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.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Carpet: Automating Collaborative Web-Based Process across Multiple Devices by Capture-and-Replay.
Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

2014
Characterizing cache usage for mobile web applications.
Proceedings of the 6th Asia-Pacific Symposium on Internetware, 2014

A Graph-Based Approach to Assisting Creation of Mobile Web Applications.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

2013
Data-driven synthesis of multiple recommendation patterns to create situational Web mashups.
Sci. China Inf. Sci., 2013

Model-Based Management of Service Composition.
Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

MobiTran: tool support for refactoring PC websites to smart phones.
Proceedings of the Proceedings Demo & Poster Track of ACM/IFIP/USENIX International Middleware Conference, 2013


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