Xuanzhe Liu

IEEE Pervasive Comput., 2021

Autonomous Learning System Towards Mobile Intelligence.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Emojis Predict Dropouts of Remote Workers: An Empirical Study of Emoji Usage on GitHub.

[BibT_eX]

[DOI]

CoRR, 2021

Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data.

[BibT_eX]

[DOI]

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

A Longitudinal Study of Removed Apps in iOS App Store.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Demystifying Illegal Mobile Gambling Apps.

[BibT_eX]

[DOI]

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

TaintStream: fine-grained taint tracking for big data platforms through dynamic code translation.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

From cloud to edge: a first look at public edge platforms.

[BibT_eX]

[DOI]

Proceedings of the IMC '21: ACM Internet Measurement Conference, 2021

Software Services Engineering Manifesto - A Cross-Cutting Declaration.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Web Services, 2021

An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020

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

[BibT_eX]

[DOI]

ACM Trans. Web, 2020

Understanding and Detecting Fragmentation-Induced Compatibility Issues for Android Apps.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2020

Decentralized Services Computing Paradigm for Blockchain-Based Data Governance: Programmability, Interoperability, and Intelligence.

[BibT_eX]

[DOI]

Sam X. Sun

IEEE Trans. Serv. Comput., 2020

DeepWear: Adaptive Local Offloading for On-Wearable Deep Learning.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

ARM: Toward Adaptive and Robust Model for Reputation Aggregation.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2020

Understanding (Mis)Behavior on the EOSIO Blockchain.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., 2020

Internet of Bodies/Internet of Sports.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2020

VM Matters: A Comparison of WASM VMs and EVMs in the Performance of Blockchain Smart Contracts.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding Characteristics of Commodity Serverless Computing Platforms.

[BibT_eX]

[DOI]

CoRR, 2020

Hierarchical Federated Learning through LAN-WAN Orchestration.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring the Generalizability of Spatio-Temporal Crowd Flow Prediction: Meta-Modeling and an Analytic Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Heterogeneity-Aware Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Understanding Challenges in Deploying Deep Learning Based Software: An Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2020

Neural Architecture Search over Decentralized Data.

[BibT_eX]

[DOI]

CoRR, 2020

Characterizing EOSIO Blockchain.

[BibT_eX]

[DOI]

CoRR, 2020

A comprehensive study on challenges in deploying deep learning based software.

[BibT_eX]

[DOI]

Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

MobiPose: real-time multi-person pose estimation on mobile devices.

[BibT_eX]

[DOI]

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Approximate query service on autonomous IoT cameras.

[BibT_eX]

[DOI]

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

A query engine for zero-streaming cameras.

[BibT_eX]

[DOI]

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Renovating road signs for infrastructure-to-vehicle networking: a visible light backscatter communication and networking approach.

[BibT_eX]

[DOI]

Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

IEEE International Conference on Edge Computing (EDGE 2020) Message from the Chairs.

[BibT_eX]

[DOI]

Mudhakar Srivatsa

Tao Sun

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

Don't Fish in Troubled Waters! Characterizing Coronavirus-themed Cryptocurrency Scams.

[BibT_eX]

[DOI]

Proceedings of the APWG Symposium on Electronic Crime Research, 2020

Characterizing Service Access Patterns under Heterogeneous Clients.

[BibT_eX]

[DOI]

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

2019

MUIT: A Domain-Specific Language and its Middleware for Adaptive Mobile Web-Based User Interfaces in WS-BPEL.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

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

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2019

Approximate Query Processing on Autonomous Cameras.

[BibT_eX]

[DOI]

CoRR, 2019

Supporting Video Queries on Zero-Streaming Cameras.

[BibT_eX]

[DOI]

CoRR, 2019

A First Look at Deep Learning Apps on Smartphones.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

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

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

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

[BibT_eX]

[DOI]

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

SEntiMoji: an emoji-powered learning approach for sentiment analysis in software engineering.

[BibT_eX]

[DOI]

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2018

Understanding Diverse Usage Patterns from Large-Scale Appstore-Service Profiles.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2018

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

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2018

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

DeepType: On-Device Deep Learning for Input Personalization Service with Minimal Privacy Concern.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

When Mobile Apps Going Deep: An Empirical Study of Mobile Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2018

A First Look at Emoji Usage on GitHub: An Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2018

Ermes: Emoji-Powered Representation Learning for Cross-Lingual Sentiment Classification.

[BibT_eX]

[DOI]

CoRR, 2018

Predicting Smartphone Battery Life based on Comprehensive and Real-time Usage Data.

[BibT_eX]

[DOI]

Huoran Li

Qiaozhu Mei

CoRR, 2018

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

[BibT_eX]

[DOI]

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

Through a Gender Lens: Learning Usage Patterns of Emojis from Large-Scale Android Users.

[BibT_eX]

[DOI]

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

Listening to Chaotic Whispers: A Deep Learning Framework for News-oriented Stock Trend Prediction.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

DeepCache: Principled Cache for Mobile Deep Vision.

[BibT_eX]

[DOI]

Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

A detailed and real-time performance monitoring framework for blockchain systems.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Software Engineering: Software Engineering in Practice, 2018

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

[BibT_eX]

[DOI]

Yun Ma

Felix Xiaozhu Lin

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

Power sandbox: power awareness redefined.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth EuroSys Conference, 2018

Mining Device-Specific Apps Usage Patterns from Appstore Big Data.

[BibT_eX]

[DOI]

Proceedings of the Big Data - 6th CCF Conference, 2018

2017

Deriving User Preferences of Mobile Apps from Their Management Activities.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

SWAROVsky: Optimizing Resource Loading for Mobile Web Browsing.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2017

Preface.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2017

PRADO: Predicting App Adoption by Learning the Correlation between Developer-Controllable Properties and User Behaviors.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Accelerating Convolutional Neural Networks for Continuous Mobile Vision via Cache Reuse.

[BibT_eX]

[DOI]

CoRR, 2017

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

[BibT_eX]

[DOI]

Yi Liu

Yun Ma

CoRR, 2017

Understanding Diverse Smarpthone Usage Patterns from Large-Scale Appstore-Service Profiles.

[BibT_eX]

[DOI]

CoRR, 2017

Through a Gender Lens: An Empirical Study of Emoji Usage over Large-Scale Android Users.

[BibT_eX]

[DOI]

CoRR, 2017

DelayDroid: an instrumented approach to reducing tail-time energy of Android apps.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2017

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

[BibT_eX]

[DOI]

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

Enabling accurate and efficient modeling-based CPU power estimation for smartphones.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

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

[BibT_eX]

[DOI]

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

Towards Release Strategy Optimization for Apps in Google Play.

[BibT_eX]

[DOI]

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

Untangling Emoji Popularity Through Semantic Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Web and Social Media, 2017

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

[BibT_eX]

[DOI]

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

Holiday syndrome: A measurement study of mobile social network use during holidays.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

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

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2016

DroidLink: Automated Generation of Deep Links for Android Apps.

[BibT_eX]

[DOI]

CoRR, 2016

MUIT: A Middleware for Adaptive Mobile Web-based User Interfaces in WS-BPEL.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Voting with Their Feet: Inferring User Preferences from App Management Activities.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

User-Specific Rating Prediction for Mobile Applications via Weight-Based Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2016

Mining usage data from large-scale Android users: challenges and opportunities.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Mobile Software Engineering and Systems, 2016

PRADA: prioritizing android devices for apps by mining large-scale usage data.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Software Engineering, 2016

Learning from the ubiquitous language: an empirical analysis of emoji usage of smartphone users.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Can HTTP/2 Really Help Web Performance on Smartphones?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Services Computing, 2016

2015

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

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2015

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

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2015

Shared service recommendations from requirement specifications: A hybrid syntactic and semantic toolkit.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2015

Measurement and Analysis of Mobile Web Cache Performance.

[BibT_eX]

[DOI]

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

A Descriptive Analysis of a Large-Scale Collection of App Management Activities.

[BibT_eX]

[DOI]

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

DelayDroid: Reducing Tail-Time Energy by Refactoring Android Apps.

[BibT_eX]

[DOI]

Proceedings of the 7th Asia-Pacific Symposium on Internetware, 2015

Characterizing Smartphone Usage Patterns from Millions of Android Users.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM Internet Measurement Conference, 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2014

iMashup: a mashup-based framework for service composition.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2014

Characterizing cache usage for mobile web applications.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2013

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

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2013

Towards better CPU power management on multicore smartphones.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Power-Aware Computing and Systems, 2013

Model-Based Management of Service Composition.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

AppMobiCloud: improving mobile web applications by mobile-cloud convergence.

[BibT_eX]

[DOI]

Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

How Does Web Service API Evolution Affect Clients?

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

2012

A data access framework for service-oriented rich clients.

[BibT_eX]

[DOI]

Serv. Oriented Comput. Appl., 2012

Tuning adaptive computations for the performance improvement of applications in JEE server.

[BibT_eX]

[DOI]

J. Internet Serv. Appl., 2012

Towards module-based automatic partitioning of Java applications.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2012

Refactoring android Java code for on-demand computation offloading.

[BibT_eX]

[DOI]

Proceedings of the 27th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2012

Migration and execution of JavaScript applications between mobile devices and cloud.

[BibT_eX]

[DOI]

Proceedings of the SPLASH'12, 2012

2011

Internetware: An Emerging Software Paradigm for Internet Computing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2011

iSocialMash: Convergence of social networks and services composition on a mashup framework.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Service-Oriented Computing and Applications, 2011

Composing Data-Driven Service Mashups with Tag-Based Semantic Annotations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2011

Tuning Adaptive Computations for Performance Improvement of Autonomic Middleware in PaaS Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010

A community-centric approach to automated service composition.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2010

Automated Composition of Middleware Management Services.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

Service Encapsulation for Middleware Management Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

Towards a data access framework for service-oriented rich clients.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2010

A browser-based framework for data cache in Web-delivered service composition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2010

A Browser-Based Middleware for Service-Oriented Rich Client.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Service Sciences, 2010

Towards automatic tuning of adaptive computations in autonomic middleware.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Adaptive and Reflective Middleware, 2010

iMashup: assisting end-user programming for the service-oriented web.

[BibT_eX]

[DOI]

Proceedings of the ASE 2010, 2010

Mashing-Up Rich User Interfaces for Human-Interaction in WS-BPEL.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2010

Management as a Service: An Empirical Case Study in the Internetware Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE 7th International Conference on e-Business Engineering, 2010

Integrating Resource Consumption and Allocation for Infrastructure Resources on-Demand.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Cloud Computing, 2010

2009

Discovering Homogeneous Web Service Community in the User-Centric Web Environment.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2009

2008

Online approach to feature interaction problems in middleware based system.

[BibT_eX]

[DOI]

Sci. China Ser. F Inf. Sci., 2008

A Web-Based Mashup Environment for On-the-Fly Service Composition.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE International Symposium on Service-Oriented System Engineering, 2008

An On-the-Fly Approach to Web-Based Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE World Congress on Services, 2008

A User-Oriented Approach to Automated Service Composition.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

2007

SOAR: towards dependable Service-Oriented Architecture via reflective middleware.

[BibT_eX]

[DOI]

Int. J. Simul. Process. Model., 2007

Towards service pool based approach for services discovery and subscription.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

A Policy-Driven Approach for Software-as-Services Customization.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Conference on E-Commerce Technology (CEC 2007) / 4th IEEE International Conference on Enterprise Computing, 2007

Consumer-Centric Web Services Discovery and Subscription.

[BibT_eX]

[DOI]

Proceedings of ICEBE 2007, 2007

Towards End User Service Composition.

[BibT_eX]

[DOI]