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Yun Ma 0002
Person information
- affiliation: Peking University, Institute for Artificial Intelligence, Beijing, China
Other persons with the same name
- Yun Ma 0001
— City University of Hong Kong, Hong Kong, SAR, China
- Yun Ma 0003 — Tsinghua University, School of Software, Beijing, China
- Yun Ma 0004 — Nanjing TECH University, Nanjing, China
- Yun Ma 0005 — China University of Mining & Technology, Xuzhou, China
- Yun Ma 0006 — Capital Normal University, College of Information and Engineering, Beijing, China
- Yun Ma 0007 — Nanjing University of Posts and Telecommunications, Nanjing University of Posts and Telecommunications, China
- Yun Ma 0008
- Yun Ma 0009 — Zhejiang University, College of Computer Science, Hangzhou, China
- Yun Ma 0010 — Hong Kong Polytechnic University, Department of Computing, Hong Kong
- Yun Ma 0011
- Yun Ma 0012 — Changguang Satellite Technology Co., Ltd., Changchun, China
- Yun Ma 0013
- Yun Ma 0014 — China University of Geosciences, School of Automation, Wuhan, China
- Yun Ma 0015 — North Minzu University, School of Electrical Information Engineering, Yinchuan, China
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2020 – today
- 2024
- [j25]Deyu Tian, Yun Ma, Yudong Han, Qi Yang, Haochen Yang, Gang Huang:
WPIA: accelerating DNN warm-up in Web browsers by precompiling WebGL programs. Frontiers Comput. Sci. 18(6): 186211 (2024) - [j24]Bing Lin
SGCS: An Intelligent Stackelberg-Game-Based Computation Offloading and Resource Pricing Scheme in Blockchain-Enabled MEC for IIoT. IEEE Internet Things J. 11(16): 26727-26740 (2024) - [j23]Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing
Research artifacts in software engineering publications: Status and trends. J. Syst. Softw. 213: 112032 (2024) - [j22]Chengxu Yang, Mengwei Xu
FLASH: Heterogeneity-Aware Federated Learning at Scale. IEEE Trans. Mob. Comput. 23(1): 483-500 (2024) - [j21]Xing Chen
FUNOff: Offloading Applications at Function Granularity for Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(2): 1717-1734 (2024) - [j20]Yixuan Zhang
Characterizing and Detecting WebAssembly Runtime Bugs. ACM Trans. Softw. Eng. Methodol. 33(2): 37:1-37:29 (2024) - [j19]Fuqi Lin
Adoption of Recurrent Innovations: A Large-Scale Case Study on Mobile App Updates. ACM Trans. Web 18(1): 13:1-13:26 (2024) - [c45]Haiyang Shen, Yun Ma:
Characterizing the Developer Groups for Metaverse Services in Roblox. SSE 2024: 214-220 - [c44]Jialiang Han, Yudong Han, Ying Zhang, Xiang Jing, Yun Ma:
Demystifying Swarm Learning: An Emerging Decentralized Federated Learning System. CCGrid 2024: 367-373 - [c43]Hanlin Chen, Yan Chen, Bing Lin, Xing Chen, Yun Ma, Gang Huang:
A Blockchain-Based Trust Framework for Service-Oriented Architecture. ICWS 2024: 437-446 - [c42]Wenchun Jing, Jingru Yang, Yun Ma, Yi Liu, Chaoran Luo:
MeDiC: Metasearch Service on Distributed Confidential Data. ICWS 2024: 1279-1285 - [c41]Kaibo Liu
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. MSR 2024: 113-117 - [c40]Weichen Bi, Zijian Shao, Yudong Han, Jiaqi Du, Yuan Wei, Lijuan Guo, Tianchen Wu, Shuang Li, Yun Ma:
Web-Based AI Assistant for Medical Imaging: A Case Study on Predicting Spontaneous Preterm Birth via Ultrasound Images. WISE (4) 2024: 301-312 - [c39]Yaoqi Guo
AI-based Prediction of Catheter-related Thrombosis Risk for Cancer Patients. WWW (Companion Volume) 2024: 1146-1149 - [c38]Weichen Bi
FusionRender: Harnessing WebGPU's Power for Enhanced Graphics Performance on Web Browsers. WWW 2024: 2890-2901 - [i20]Qipeng Wang, Shiqi Jiang, Zhenpeng Chen, Xu Cao, Yuanchun Li, Aoyu Li, Ying Zhang, Yun Ma, Ting Cao, Xuanzhe Liu:
Exploring the Impact of In-Browser Deep Learning Inference on Quality of User Experience and Performance. CoRR abs/2402.05981 (2024) - [i19]Mugeng Liu, Xiaolong Huang, Wei He, Yibing Xie, Jie M. Zhang, Xiang Jing, Zhenpeng Chen, Yun Ma:
Research Artifacts in Software Engineering Publications: Status and Trends. CoRR abs/2404.06852 (2024) - [i18]Kaibo Liu, Yiyang Liu, Zhenpeng Chen, Jie M. Zhang, Yudong Han, Yun Ma, Ge Li, Gang Huang:
LLM-Powered Test Case Generation for Detecting Tricky Bugs. CoRR abs/2404.10304 (2024) - [i17]Yixuan Zhang, Mugeng Liu, Haoyu Wang, Yun Ma, Gang Huang, Xuanzhe Liu:
Research on WebAssembly Runtimes: A Survey. CoRR abs/2404.12621 (2024) - [i16]Haiyang Shen, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang, Mengwei Xu, Yun Ma:
ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents. CoRR abs/2407.00132 (2024) - [i15]Yaoqi Guo, Zhenpeng Chen, Jie M. Zhang, Yang Liu, Yun Ma:
Personality-Guided Code Generation Using Large Language Models. CoRR abs/2411.00006 (2024) - 2023
- [j18]Yi Liu, Yun Ma, Xusheng Xiao, Tao Xie, Xuanzhe Liu:
LegoDroid: flexible Android app decomposition and instant installation. Sci. China Inf. Sci. 66(4) (2023) - [j17]Jinfeng Wen
Characterizing commodity serverless computing platforms. J. Softw. Evol. Process. 35(10) (2023) - [j16]Xuanzhe Liu
Rise of Distributed Deep Learning Training in the Big Model Era: From a Software Engineering Perspective. ACM Trans. Softw. Eng. Methodol. 32(6): 156:1-156:26 (2023) - [c37]Junyi Shu, Ruidong Zhu
Disaggregated RAID Storage in Modern Datacenters. ASPLOS (3) 2023: 147-163 - [c36]Daliang Xu
Niagara: Scheduling DNN Inference Services on Heterogeneous Edge Processors. ICSOC (1) 2023: 67-85 - [c35]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: 638-646 - [c34]Kaibo Liu
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA 2023: 334-346 - [c33]Weichen Bi
Demystifying Mobile Extended Reality in Web Browsers: How Far Can We Go? WWW 2023: 2960-2969 - [i14]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 abs/2301.12102 (2023) - 2022
- [j15]Xing Chen
DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing. IEEE Trans. Ind. Informatics 18(4): 2820-2829 (2022) - [j14]Deyu Tian
Characterizing Embedded Web Browsing in Mobile Apps. IEEE Trans. Mob. Comput. 21(11): 3912-3925 (2022) - [c32]Haiou Jiang, Keming Zhang, Xinjian Ma, Yanchun Sun, Yun Ma:
Suspicious Customer Detection on the Blockchain Network for Cryptocurrency Exchanges. BlockSys 2022: 265-277 - [c31]Changlin Liu, Hanlin Wang, Tianming Liu, Diandian Gu, Yun Ma, Haoyu Wang, Xusheng Xiao
PROMAL: Precise Window Transition Graphs for Android via Synergy of Program Analysis and Machine Learning. ICSE 2022: 1755-1767 - [c30]Qi Yang, Xinran Dong, Yun Ma:
Understanding the Impact of Visual Factors on the Experience of Loading Web Apps. Internetware 2022: 10-15 - [c29]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: 214-227 - [c28]Deyu Tian, Haiyang Shen, Yun Ma:
Parallelizing DNN inference in mobile web browsers on heterogeneous hardware. MobiSys 2022: 519-520 - [c27]Qi Yang, Xinran Dong, Xiuqi Cao, Yun Ma:
Adaptive compression of 3D models for mobile web apps. MobiSys 2022: 563-564 - [c26]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: 3298-3307 - [i13]Jialiang Han, Yun Ma, Yudong Han:
Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning. CoRR abs/2201.05286 (2022) - [i12]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 abs/2202.06512 (2022) - [i11]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 abs/2206.07509 (2022) - [i10]Jialiang Han, Yudong Han, Gang Huang, Yun Ma:
DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning. CoRR abs/2208.00848 (2022) - 2021
- [j13]Kaidong Wu
A first look at blockchain-based decentralized applications. Softw. Pract. Exp. 51(10): 2033-2050 (2021) - [j12]Xuanzhe Liu, Shangguang Wang
Operating Systems for Resource-adaptive Intelligent Software: Challenges and Opportunities. ACM Trans. Internet Techn. 21(2): 27:1-27:19 (2021) - [c25]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: 87-100 - [c24]Junyi Shu, Xin Jin, Yun Ma, Xuanzhe Liu, Gang Huang:
Cost-effective data analytics across multiple cloud regions. SIGCOMM Posters and Demos 2021: 1-3 - [c23]Jinfeng Wen
An empirical study on challenges of application development in serverless computing. ESEC/SIGSOFT FSE 2021: 416-428 - [c22]Jialiang Han
DeepRec: On-device Deep Learning for Privacy-Preserving Sequential Recommendation in Mobile Commerce. WWW 2021: 900-911 - [i9]Jialiang Han, Yun Ma:
C3DRec: Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era. CoRR abs/2101.05641 (2021) - [i8]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 abs/2112.06222 (2021) - 2020
- [j11]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): 14:1-14:24 (2020) - [c21]Shuyu Zheng, Fuqi Lin, Xuan Lu
Characterizing Service Access Patterns under Heterogeneous Clients. SCC 2020: 57-59 - [i7]Jinfeng Wen, Yi Liu, Zhenpeng Chen, Yun Ma, Haoyu Wang, Xuanzhe Liu:
Understanding Characteristics of Commodity Serverless Computing Platforms. CoRR abs/2012.00992 (2020)
2010 – 2019
- 2019
- [j10]Gang Huang, Xuanzhe Liu
Programming Situational Mobile Web Applications with Cloud-Mobile Convergence: An Internetware-Oriented Approach. IEEE Trans. Serv. Comput. 12(1): 6-19 (2019) - [c20]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: 1674-1683 - [c19]Yi Liu, Enze Xu
A First Look at Instant Service Consumption with Quick Apps on Mobile Devices. ICWS 2019: 328-335 - [c18]Deyu Tian, Yun Ma:
Understanding Quality of Experiences on Different Mobile Browsers. Internetware 2019: 1:1-1:10 - [c17]Xia Zhang, Xusheng Xiao
PIFA: An Intelligent Phase Identification and Frequency Adjustment Framework for Time-Sensitive Mobile Computing. RTAS 2019: 54-64 - [c16]Yun Ma, Yangyang Huang, Ziniu Hu, Xusheng Xiao
Paladin: Automated Generation of Reproducible Test Cases for Android Apps. HotMobile 2019: 99-104 - [c15]Yun Ma, Dongwei Xiang, Shuyu Zheng, Deyu Tian, Xuanzhe Liu:
Moving Deep Learning into Web Browser: How Far Can We Go? WWW 2019: 1234-1244 - [i6]Yun Ma, Dongwei Xiang, Shuyu Zheng, Deyu Tian, Xuanzhe Liu:
Moving Deep Learning into Web Browser: How Far Can We Go? CoRR abs/1901.09388 (2019) - [i5]Kaidong Wu, Yun Ma, Gang Huang, Xuanzhe Liu:
A First Look at Blockchain-based Decentralized Applications. CoRR abs/1909.00939 (2019) - 2018
- [j9]Yun Ma
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): 990-1003 (2018) - [j8]Xuanzhe Liu, Meihua Yu, Yun Ma, Gang Huang, Hong Mei, Yunxin Liu:
i-Jacob: An Internetware-Oriented Approach to Optimizing Computation-Intensive Mobile Web Browsing. ACM Trans. Internet Techn. 18(2): 14:1-14:23 (2018) - [c14]Xuanzhe Liu, Yun Ma, Felix Xiaozhu Lin:
Rethinking Resource Management in Mobile Web: Measurement, Deployment, and Runtime. ICDCS 2018: 1347-1356 - [c13]Yun Ma, Ziniu Hu, Yunxin Liu, Tao Xie, Xuanzhe Liu:
Aladdin: Automating Release of Deep-Link APIs on Android. WWW 2018: 1469-1478 - 2017
- [j7]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): 2625-2638 (2017) - [j6]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): 2913-2926 (2017) - [j5]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): 2941-2954 (2017) - [c12]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: 139-140 - [c11]Meihua Yu, Yun Ma, Xuanzhe Liu, Gang Huang, Xiangqun Chen:
AgileRabbit: A Feedback-Driven Offloading Middleware for Smartwatch Apps. Internetware 2017: 6:1-6:10 - [c10]Mengwei Xu, Yun Ma, Xuanzhe Liu, Felix Xiaozhu Lin, Yunxin Liu:
AppHolmes: Detecting and Characterizing App Collusion among Third-Party Android Markets. WWW 2017: 143-152 - [i4]Yun Ma, Shuailiang Dong:
Understanding Quality of Experiences on Different Mobile Browsers: Measurements, Analysis, and Implications. CoRR abs/1711.11521 (2017) - [i3]Yi Liu, Yun Ma, Xuanzhe Liu:
Flexible Installability of Android Apps with App-level Virtualization based Decomposition. CoRR abs/1712.00236 (2017) - 2016
- [j4]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): 2206-2220 (2016) - [c9]Yi Liu, Yun Ma, Xuanzhe Liu, Gang Huang:
Can HTTP/2 Really Help Web Performance on Smartphones? SCC 2016: 219-226 - [i2]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 abs/1605.06678 (2016) - [i1]Yun Ma, Xuanzhe Liu, Ruogu Du, Ziniu Hu, Yi Liu, Meihua Yu, Gang Huang:
DroidLink: Automated Generation of Deep Links for Android Apps. CoRR abs/1605.06928 (2016) - 2015
- [j3]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): 2-16 (2015) - [j2]Gang Huang, Yun Ma, Xuanzhe Liu, Yuchong Luo, Xuan Lu
Model-Based Automated Navigation and Composition of Complex Service Mashups. IEEE Trans. Serv. Comput. 8(3): 494-506 (2015) - [c8]Yun Ma, Xuanzhe Liu, Zhen Huang, Hong Mei:
Carpet: Automating Collaborative Web-Based Process across Multiple Devices by Capture-and-Replay. COMPSAC 2015: 676-685 - [c7]Yi Liu, Xuanzhe Liu, Yun Ma, Yunxin Liu, Zibin Zheng
Characterizing RESTful Web Services Usage on Smartphones: A Tale of Native Apps and Web Apps. ICWS 2015: 337-344 - [c6]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: 725-730 - [c5]Yun Ma, Xuanzhe Liu, Shuhui Zhang, Ruirui Xiang, Yunxin Liu, Tao Xie:
Measurement and Analysis of Mobile Web Cache Performance. WWW 2015: 691-701 - 2014
- [c4]Yun Ma, Xuan Lu
A Graph-Based Approach to Assisting Creation of Mobile Web Applications. ICWS 2014: 728-729 - [c3]Yun Ma, Xuan Lu, Shuhui Zhang, Xuanzhe Liu:
Characterizing cache usage for mobile web applications. Internetware 2014: 68-71 - 2013
- [j1]Yun Ma, Xuan Lu
Data-driven synthesis of multiple recommendation patterns to create situational Web mashups. Sci. China Inf. Sci. 56(8): 1-16 (2013) - [c2]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: 6:1-6:2 - [c1]Yun Ma, Xuanzhe Liu, Yihan Wu, Paul Grace
Model-Based Management of Service Composition. SOSE 2013: 103-112
Coauthor Index
[j22] [j20] [j19] [i20] [i17] [j18] [j16] [c37] [c36] [i14] [j14] [c29] [c26] [i12] [i11] [j13] [j12] [c24] [c23] [c22] [i8] [j11] [c21] [i7] [j10] [c20] [c19] [c17] [c16] [c15] [i6] [i5] [j9] [j8] [c14] [c13] [j7] [j6] [j5] [c12] [c11] [c10] [i3] [j4] [c9] [i2] [i1] [j3] [j2] [c8] [c7] [c6] [c5] [c4] [c3] [j1] [c2] [c1]
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