Yunxin Liu

According to our database1, Yunxin Liu authored at least 95 papers between 2005 and 2020.

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Bibliography

2020
A novel prediction method of complex univariate time series based on k-means clustering.
Soft Comput., 2020

Distributed fine-tuning of CNNs for image retrieval on multiple mobile devices.
Pervasive Mob. Comput., 2020

TapSnoop: Leveraging Tap Sounds to Infer Tapstrokes on Touchscreen Devices.
IEEE Access, 2020

Dynamic slicing for deep neural networks.
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.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Approximate query service on autonomous IoT cameras.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

EMO: real-time emotion recognition from single-eye images for resource-constrained eyewear devices.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

SCYLLA: QoE-aware Continuous Mobile Vision with FPGA-based Dynamic Deep Neural Network Reconfiguration.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Fast Hardware-Aware Neural Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

PaGraph: Scaling GNN training on large graphs via computation-aware caching.
Proceedings of the SoCC '20: ACM Symposium on Cloud Computing, 2020

Profiling and optimizing deep learning inference on mobile GPUs.
Proceedings of the APSys '20: 11th ACM SIGOPS Asia-Pacific Workshop on Systems, 2020

2019
Hardware-aware One-Shot Neural Architecture Search in Coordinate Ascent Framework.
CoRR, 2019

Approximate Query Processing on Autonomous Cameras.
CoRR, 2019

Supporting Video Queries on Zero-Streaming Cameras.
CoRR, 2019

Compact UWB-MIMO Antenna With High Isolation and Triple Band-Notched Characteristics.
IEEE Access, 2019

A First Look at Deep Learning Apps on Smartphones.
Proceedings of the World Wide Web Conference, 2019

secGAN: A Cycle-Consistent GAN for Securely-Recoverable Video Transformation.
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

Live Video Analytics with FPGA-based Smart Cameras.
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

Session details: Session 2: ML for Videos.
Proceedings of the 2019 Workshop on Hot Topics in Video Analytics and Intelligent Edges, 2019

Occlumency: Privacy-preserving Remote Deep-learning Inference Using SGX.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

HotEdgeVideo'19: Workshop on Hot Topics in Video Analytics and Intelligent Edges.
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019

Characterizing and orchestrating NFV-ready servers for efficient edge data processing.
Proceedings of the International Symposium on Quality of Service, 2019

DRL360: 360-degree Video Streaming with Deep Reinforcement Learning.
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Efficient and Effective Sparse LSTM on FPGA with Bank-Balanced Sparsity.
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

Collaborative learning between cloud and end devices: an empirical study on location prediction.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019

SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Learning-Aided Stochastic Network Optimization With State Prediction.
IEEE/ACM Trans. Netw., 2018

<i>i</i>-<i>Jacob</i>: An Internetware-Oriented Approach to Optimizing Computation-Intensive Mobile Web Browsing.
ACM Trans. Internet Techn., 2018

Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis.
IEEE Trans. Mob. Comput., 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

Mixed volume element combined with characteristic mixed finite volume element method for oil-water two phase displacement problem.
J. Comput. Appl. Math., 2018

PrivacyShield: A Mobile System for Supporting Subtle Just-in-time Privacy Provisioning through Off-Screen-based Touch Gestures.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

When Mobile Apps Going Deep: An Empirical Study of Mobile Deep Learning.
CoRR, 2018

Behavior Recognition Based on Wi-Fi CSI: Part 2.
IEEE Commun. Mag., 2018

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

UbiTap: Leveraging Acoustic Dispersion for Ubiquitous Touch Interface on Solid Surfaces.
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

Cutting the Cord: Designing a High-quality Untethered VR System with Low Latency Remote Rendering.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

DeepCache: Principled Cache for Mobile Deep Vision.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

Using Touch-screen Gestures for Just-in-time Privacy Provisioning.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 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

Accelerating Convolutional Neural Networks for Continuous Mobile Vision via Cache Reuse.
CoRR, 2017

Behavior Recognition Based on Wi-Fi CSI: Part 1.
IEEE Commun. Mag., 2017

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

BikeMate: Bike Riding Behavior Monitoring with Smartphones.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2017

Learning-aided Stochastic Network Optimization with Imperfect State Prediction.
Proceedings of the 18th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2017

Demo: FROG: Optimizing Power Consumption of Mobile Games Using Perception-Aware Frame Rate Scaling.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

RAVEN: Perception-aware Optimization of Power Consumption for Mobile Games.
Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Systematically testing background services of mobile apps.
Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

Enabling accurate and efficient modeling-based CPU power estimation for smartphones.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Latency-based WiFi congestion control in the air for dense WiFi networks.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

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

BikeSafe: bicycle behavior monitoring via smartphones.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

On Building a Programmable Wireless High-Quality Virtual Reality System Using Commodity Hardware.
Proceedings of the 8th Asia-Pacific Workshop on Systems, Mumbai, India, September 2, 2017, 2017

BikeLoc: a Real-time High-Precision Bicycle Localization System Using Synthetic Aperture Radar.
Proceedings of the First Asia-Pacific Workshop on Networking, 2017

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

RETHINKING ENERGYPERFORMANCE TRADE-OFF in Mobile Web Page Loading.
GetMobile Mob. Comput. Commun., 2016

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

Analysis on block-centered finite differences of numerical simulation of semiconductor device detector.
Appl. Math. Comput., 2016

Poster: TapSnoop - Inferring Tapstrokes from Listening to Tap Sound on Mobile Devices.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

AMIL: Localizing neighboring mobile devices through a simple gesture.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

ARTcode: preserve art and code in any image.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Smart and Secure: Preserving Privacy in Untrusted Home Routers.
Proceedings of the 7th ACM SIGOPS Asia-Pacific Workshop on Systems, 2016

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

Measurement and Analysis of Mobile Web Cache Performance.
Proceedings of the 24th International Conference on World Wide Web, 2015

Optimizing power consumption of mobile games.
Proceedings of the Workshop on Power-Aware Computing and Systems, 2015

Towards Accurate GPU Power Modeling for Smartphones.
Proceedings of the 2nd Workshop on Mobile Gaming, MobiGames@MobiSys 2015, Florence, Italy, 2015

EarlyBird: Mobile Prefetching of Social Network Feeds via Content Preference Mining and Usage Pattern Analysis.
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2015

Demo: Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Optimizing Smartphone Power Consumption through Dynamic Resolution Scaling.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Rethinking Energy-Performance Trade-Off in Mobile Web Page Loading.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 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

2014
Design, Realization, and Evaluation of DozyAP for Power-Efficient Wi-Fi Tethering.
IEEE/ACM Trans. Netw., 2014

Hidden costs of mobile data access in cellular networks (Invited paper).
Proceedings of the 20th IEEE International Workshop on Local & Metropolitan Area Networks, 2014

INDAPSON: An incentive data plan sharing system based on self-organizing network.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

Mobile GPU Power Consumption Reduction via Dynamic Resolution and Frame Rate Scaling.
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014

FingerShadow: An OLED Power Optimization Based on Smartphone Touch Interactions.
Proceedings of the 6th Workshop on Power-Aware Computing and Systems, 2014

2013
IP-Geolocation Mapping for Moderately Connected Internet Regions.
IEEE Trans. Parallel Distributed Syst., 2013

Towards better CPU power management on multicore smartphones.
Proceedings of the Workshop on Power-Aware Computing and Systems, 2013

V-edge: Fast Self-constructive Power Modeling of Smartphones Based on Battery Voltage Dynamics.
Proceedings of the 10th USENIX Symposium on Networked Systems Design and Implementation, 2013

Optimizing background email sync on smartphones.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

MoodScope: building a mood sensor from smartphone usage patterns.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

AppMobiCloud: improving mobile web applications by mobile-cloud convergence.
Proceedings of the 5th Asia-Pacific Symposium on Internetware, 2013

Content-based isolation: rethinking isolation policy design on client systems.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2012
DozyAP: power-efficient Wi-Fi tethering.
Proceedings of the 10th International Conference on Mobile Systems, 2012

2010
Design, Realization, and Evaluation of xShare for Impromptu Sharing of Mobile Phones.
IEEE Trans. Mob. Comput., 2010

2009
xShare: supporting impromptu sharing of mobile phones.
Proceedings of the 7th International Conference on Mobile Systems, 2009

Mining the Web and the Internet for Accurate IP Address Geolocations.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
MobiVMM: a virtual machine monitor for mobile phones.
Proceedings of the First Workshop on Virtualization in Mobile Computing, 2008

2007
SoftMAC: Layer 2.5 Collaborative MAC for Multimedia Support in Multihop Wireless Networks.
IEEE Trans. Mob. Comput., 2007

2005
SoftMAC: layer 2.5 MAC for VoIP support in multi-hop wireless networks.
Proceedings of the Second Annual IEEE Communications Society Conference on Sensor, 2005

Layer 2.5 SoftMAC: end-system based media streaming support on home networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005

An experimental study on multi-channel multi-radio multi-hop wireless networks.
Proceedings of the Global Telecommunications Conference, 2005. GLOBECOM '05, St. Louis, Missouri, USA, 28 November, 2005


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