Shahriar Nirjon

Orcid: 0000-0003-1443-1146

Affiliations:
  • University of North Carolina at Chapel Hill, USA


According to our database1, Shahriar Nirjon authored at least 84 papers between 2008 and 2024.

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

Timeline

Legend:

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Bibliography

2024
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches.
CoRR, 2024

Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks.
CoRR, 2024

SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches.
CoRR, 2024

Data Distribution Dynamics in Real-World WiFi-Based Patient Activity Monitoring for Home Healthcare.
Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

2023
Efficient Multitask Learning on Resource-Constrained Systems.
CoRR, 2023

CarFi: Rider Localization Using Wi-Fi CSI.
CoRR, 2023

SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems.
Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

Amalgamated Intermittent Computing Systems.
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

2022
Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2022

An Empirical Analysis of Perforated Audio Classification.
Proceedings of the IASA@MobiSys 2022: Proceedings of the 1st ACM International Workshop on Intelligent Acoustic Systems and Applications, 2022

Demo Abstract: Capuchin: A Neural Network Model Generator for 16-bit Microcontrollers.
Proceedings of the 21st ACM/IEEE International Conference on Information Processing in Sensor Networks, 2022

2021
Exploiting scene and body contexts in controlling continuous vision body cameras.
Ad Hoc Networks, 2021

Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

Sound-Adapter: Multi-Source Domain Adaptation for Acoustic Classification Through Domain Discovery.
Proceedings of the IPSN '21: The 20th International Conference on Information Processing in Sensor Networks, 2021

SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

WiDeo: One Shot Domain Adaptation for Cross-Environment WiFi-Based Activity Classification Through RF-Visual Joint Embedding.
Proceedings of the 17th International Conference on Distributed Computing in Sensor Systems, 2021

2020
Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems.
ACM Trans. Cyber Phys. Syst., 2020

Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

Intelligent Chargers Will Make Mobile Devices Live Longer.
IEEE Des. Test, 2020

Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation.
Proceedings of the AIChallengeIoT@SenSys 2020: Proceedings of the 2nd International Workshop on Challenges in Artificial Intelligence and Machine Learning for Internet of Things, 2020

Fusing wifi and camera for fast motion tracking and person identification: demo abstract.
Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Person tracking and identification using cameras and wi-fi channel state information (CSI) from smartphones: dataset.
Proceedings of the DATA@SenSys 2020: Proceedings of the Third Workshop on Data: Acquisition To Analysis, 2020

SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training.
Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

Scheduling Computational and Energy Harvesting Tasks in Deadline-Aware Intermittent Systems.
Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium, 2020

Fast and scalable in-memory deep multitask learning via neural weight virtualization.
Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

SuperRF: Enhanced 3D RF Representation Using Stationary Low-Cost mmWave Radar.
Proceedings of the 2020 International Conference on Embedded Wireless Systems and Networks, 2020

Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition.
Proceedings of the 16th International Conference on Distributed Computing in Sensor Systems, 2020

EyeFi: Fast Human Identification Through Vision and WiFi-based Trajectory Matching.
Proceedings of the 16th International Conference on Distributed Computing in Sensor Systems, 2020

2019
Improving Pedestrian Safety in Cities Using Intelligent Wearable Systems.
IEEE Internet Things J., 2019

Intermittent Learning: On-Device Machine Learning on Intermittently Powered System.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

Zygarde: Time-Sensitive On-Device Deep Intelligence on Intermittently-Powered Systems.
CoRR, 2019

Neuro.ZERO: a zero-energy neural network accelerator for embedded sensing and inference systems.
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019

Non-Line-of-Sight Around the Corner Human Presence Detection Using Commodity WiFi Devices.
Proceedings of the 1st ACM International Workshop on Device-Free Human Sensing, 2019

A False Sense of Home Security - Exposing the Vulnerability in Away Mode of Smart Plugs.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

LoRaIn: Making a Case for LoRa in Indoor Localization.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

SoundSemantics: exploiting semantic knowledge in text for embedded acoustic event classification.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

On-device training from sensor data on batteryless platforms: poster abstract.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019

Securing the Insecure Link of Internet-of-Things Using Next-Generation Smart Gateways.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

ZenCam: Context-Driven Control of Autonomous Body Cameras.
Proceedings of the 15th International Conference on Distributed Computing in Sensor Systems, 2019

2018
Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices.
IEEE Trans. Mob. Comput., 2018

A Smartphone-Based System for Improving Pedestrian Safety.
Proceedings of the 2018 IEEE Vehicular Networking Conference, 2018

AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar.
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems, SenSys 2018, 2018

Lifelong Learning on Harvested Energy.
Proceedings of the 16th Annual International Conference on Mobile Systems, 2018

Rethinking ranging of unmodified BLE peripherals in smart city infrastructure.
Proceedings of the 9th ACM Multimedia Systems Conference, 2018

Glimpse.3D: a motion-triggered stereo body camera for 3D experience capture and preview.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

A motion-triggered stereo camera for 3D experience capture: demo abstract.
Proceedings of the 17th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2018

Demo Abstract: Image Storage and Broadcast over BLE with Deep Neural Network Autoencoding.
Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

MARBLE: Mobile Augmented Reality Using a Distributed BLE Beacon Infrastructure.
Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

PAWS: A Wearable Acoustic System for Pedestrian Safety.
Proceedings of the 2018 IEEE/ACM Third International Conference on Internet-of-Things Design and Implementation, 2018

Deep Beacon: Image Storage and Broadcast over BLE Using Variational Autoencoder Generative Adversarial Network.
Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

Knowledge Transfer Between Embedded Controllers.
Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

Duty-Cycle-Aware Real-Time Scheduling of Wireless Links in Low Power WANs.
Proceedings of the 14th International Conference on Distributed Computing in Sensor Systems, 2018

2017
Characterizing road segments using compass sensors to predict approaching bus stops.
Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications Workshops, 2017

SoundSifter: Mitigating Overhearing of Continuous Listening Devices.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Distributed Adaptive Model Predictive Control of a Cluster of Autonomous and Context-Sensitive Body Cameras.
Proceedings of the 2017 Workshop on Wearable Systems and Applications, 2017

Image Storage and Broadcast via Bluetooth Low Energy Beacons: Demo Abstract.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

ImageBeacon: Broadcasting Color Images over Connectionless Bluetooth LE Packets.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017

SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices.
Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, 2017

Seamless and Secure Bluetooth LE Connection Migration.
Proceedings of the Seventh ACM Conference on Data and Application Security and Privacy, 2017

2016
AsthmaGuide: an asthma monitoring and advice ecosystem.
Proceedings of the 2016 IEEE Wireless Health, 2016

SEUS: A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety: Demo Abstract.
Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Years-Long Binary Image Broadcast Using Bluetooth Low Energy Beacons.
Proceedings of the International Conference on Distributed Computing in Sensor Systems, 2016

2015
Demo: AsthmaGuide: An Ecosystem for Asthma Monitoring and Advice.
Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015

TypingRing: A Wearable Ring Platform for Text Input.
Proceedings of the 13th Annual International Conference on Mobile Systems, 2015

2014
MultiNets: A system for real-time switching between multiple network interfaces on mobile devices.
ACM Trans. Embed. Comput. Syst., 2014

MOBI-COG: A Mobile Application for Instant Screening of Dementia Using the Mini-Cog Test.
Proceedings of the Wireless Health 2014, 2014

Kintense: A robust, accurate, real-time and evolving system for detecting aggressive actions from streaming 3D skeleton data.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications, 2014

COIN-GPS: indoor localization from direct GPS receiving.
Proceedings of the 12th Annual International Conference on Mobile Systems, 2014

RESONATE: reverberation environment simulation for improved classification of speech models.
Proceedings of the IPSN'14, 2014

KinSpace: Passive Obstacle Detection via Kinect.
Proceedings of the Wireless Sensor Networks - 11th European Conference, 2014

2013
sMFCC: exploiting sparseness in speech for fast acoustic feature extraction on mobile devices - a feasibility study.
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications, 2013

High-sensitivity cloud-offloaded instant GPS for indoor environments.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

KinSpace: to provide fall prevention using Kinect.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones.
Proceedings of the 11th Annual International Conference on Mobile Systems, 2013

Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones.
Proceedings of the 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), 2013

2012
MusicalHeart: a <i>hearty</i> way of listening to music.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

Septimu<sup>2</sup> - earphones for continuous and non-intrusive physiological and environmental monitoring.
Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems, 2012

MultiNets: Policy Oriented Real-Time Switching of Wireless Interfaces on Mobile Devices.
Proceedings of the 2012 IEEE 18th Real Time and Embedded Technology and Applications Symposium, 2012

SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones.
Proceedings of the 11th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2012), 2012

Kinsight: Localizing and Tracking Household Objects Using Depth-Camera Sensors.
Proceedings of the IEEE 8th International Conference on Distributed Computing in Sensor Systems, 2012

2010
Addressing burstiness for reliable communication and latency bound generation in wireless sensor networks.
Proceedings of the 9th International Conference on Information Processing in Sensor Networks, 2010

IAA: Interference aware anticipatory algorithm for scheduling and routing periodic real-time streams in wireless sensor networks.
Proceedings of the Seventh International Conference on Networked Sensing Systems, 2010

2009
Heuristics for scheduling periodic real-time streams in wireless sensor networks.
Proceedings of the 7th International Conference on Embedded Networked Sensor Systems, 2009

2008
Bagging and Boosting Negatively Correlated Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B, 2008


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