Felix Xiaozhu Lin

Orcid: 0000-0002-1615-6419

According to our database1, Felix Xiaozhu Lin authored at least 75 papers between 2010 and 2024.

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

Timeline

Legend:

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Links

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Bibliography

2024
Lightweight Protection for Privacy in Offloaded Speech Understanding.
CoRR, 2024

Speech Understanding on Tiny Devices with A Learning Cache.
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024

2023
Leveraging cache to enable SLU on tiny devices.
CoRR, 2023

Secure and Effective Data Appraisal for Machine Learning.
CoRR, 2023

Federated Few-Shot Learning for Mobile NLP.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Efficient Federated Learning for Modern NLP.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Efficient NLP Model Finetuning via Multistage Data Filtering.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Safe and Practical GPU Computation in TrustZone.
Proceedings of the Eighteenth European Conference on Computer Systems, 2023

Towards Practical Few-shot Federated NLP.
Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022
Federated NLP in Few-shot Scenarios.
CoRR, 2022

AUG-FedPrompt: Practical Few-shot Federated NLP with Data-augmented Prompts.
CoRR, 2022

Efficient Model Finetuning for Text Classification via Data Filtering.
CoRR, 2022

Efficient NLP Inference at the Edge via Elastic Pipelining.
CoRR, 2022

Protecting File Activities via Deception for ARM TrustZone.
CoRR, 2022

AutoFedNLP: An efficient FedNLP framework.
CoRR, 2022

Hybrid mobile vision for emerging applications.
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

Incremental perception on real time 3D data.
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022

Rev: A Video Engine for Object Re-identification at the City Scale.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Towards Out-of-core Neural Networks on Microcontrollers.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Minimum viable device drivers for ARM trustzone.
Proceedings of the EuroSys '22: Seventeenth European Conference on Computer Systems, Rennes, France, April 5, 2022

GPUReplay: a 50-KB GPU stack for client ML.
Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021
Safe and Practical GPU Acceleration in TrustZone.
CoRR, 2021

Minimal Viable IO drivers for TrustZone.
CoRR, 2021

TinyStack: A Minimal GPU Stack for Client ML.
CoRR, 2021

Enabling Large NNs on Tiny MCUs with Swapping.
CoRR, 2021

Video Analytics with Zero-streaming Cameras.
Proceedings of the 2021 USENIX Annual Technical Conference, 2021

2020
Vision Paper: Grand Challenges in Resilience: Autonomous System Resilience through Design and Runtime Measures.
IEEE Open J. Comput. Soc., 2020

Clique: Spatiotemporal Object Re-identification at the City Scale.
CoRR, 2020

Practical Urban Localization for Mobile AR.
Proceedings of the HotMobile '20: The 21st International Workshop on Mobile Computing Systems and Applications, 2020

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

A query engine for zero-streaming cameras.
Proceedings of the MobiCom '20: The 26th Annual International Conference on Mobile Computing and Networking, 2020

2019
Grand Challenges of Resilience: Autonomous System Resilience through Design and Runtime Measures.
CoRR, 2019

Approximate Query Processing on Autonomous Cameras.
CoRR, 2019

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

Let the Cloud Watch Over Your IoT File Systems.
CoRR, 2019

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

StreamBox-TZ: Secure Stream Analytics at the Edge with TrustZone.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Transkernel: Bridging Monolithic Kernels to Peripheral Cores.
Proceedings of the 2019 USENIX Annual Technical Conference, 2019

VStore: A Data Store for Analytics on Large Videos.
Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

StreamBox-HBM: Stream Analytics on High Bandwidth Hybrid Memory.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

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

Transkernel: An Executor for Commodity Kernels on Peripheral Cores.
CoRR, 2018

Reinventing Data Stores for Video Analytics.
CoRR, 2018

StreamBox-TZ: A Secure IoT Analytics Engine at the Edge.
CoRR, 2018

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

ProfDP: A Lightweight Profiler to Guide Data Placement in Heterogeneous Memory Systems.
Proceedings of the 32nd International Conference on Supercomputing, 2018

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

Power sandbox: power awareness redefined.
Proceedings of the Thirteenth EuroSys Conference, 2018

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

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

Decelerating Suspend and Resume in Operating Systems.
Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications, 2017

StreamBox: Modern Stream Processing on a Multicore Machine.
Proceedings of the 2017 USENIX Annual Technical Conference, 2017

Characterizing Smartwatch Usage in the Wild.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

2016
Tell Your Graphics Stack That the Display Is Circular.
Proceedings of the 17th International Workshop on Mobile Computing Systems and Applications, 2016

Understanding the Characteristics of Android Wear OS.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Characterizing emerging heterogeneous memory.
Proceedings of the 2016 ACM SIGPLAN International Symposium on Memory Management, Santa Barbara, CA, USA, June 14, 2016

<i>memif</i>: Towards Programming Heterogeneous Memory Asynchronously.
Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015
K2: A Mobile Operating System for Heterogeneous Coherence Domains.
ACM Trans. Comput. Syst., 2015

Characterizing Smartphone Usage Patterns from Millions of Android Users.
Proceedings of the 2015 ACM Internet Measurement Conference, 2015

Automated OS-level Device Runtime Power Management.
Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

Anatomizing System Activities on Interactive Wearable Devices.
Proceedings of the 6th Asia-Pacific Workshop on Systems, 2015

2014
Device drivers should not do power management.
Proceedings of the Asia-Pacific Workshop on Systems, 2014

Draining our glass: an energy and heat characterization of Google Glass.
Proceedings of the Asia-Pacific Workshop on Systems, 2014

2013
SmartAds: bringing contextual ads to mobile apps.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

2012
Guadalupe: a browser design for heterogeneous hardware
CoRR, 2012

How far can client-only solutions go for mobile browser speed?
Proceedings of the 21st World Wide Web Conference 2012, 2012

Supporting Distributed Execution of Smartphone Workloads on Loosely Coupled Heterogeneous Processors.
Proceedings of the 2012 Workshop on Power-Aware Computing Systems, HotPower'12, 2012

Reflex: using low-power processors in smartphones without knowing them.
Proceedings of the 17th International Conference on Architectural Support for Programming Languages and Operating Systems, 2012

2011
Transparent Programming of Heterogeneous Smartphones for Sensing
CoRR, 2011

Why are web browsers slow on smartphones?
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications, 2011

RhythmLink: securely pairing I/O-constrained devices by tapping.
Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, 2011

How effective is mobile browser cache?
Proceedings of the 3rd ACM workshop on Wireless of the students, 2011

2010
Dandelion: a framework for transparently programming phone-centered wireless body sensor applications for health.
Proceedings of Wireless Health 2010, 2010


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