Bagging and Boosting Negatively Correlated Neural Networks. - Md. Monirul Islam; Xin Yao 001; S. M. Shahriar Nirjon; Muhammad Asiful Islam; Kazuyuki Murase (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Heuristics for scheduling periodic real-time streams in wireless sensor networks. - S. M. Shahriar Nirjon; John A. Stankovic; Kamin Whitehouse (SenSys, 2009)

IAA: Interference aware anticipatory algorithm for scheduling and routing periodic real-time streams in wireless sensor networks. - S. M. Shahriar Nirjon; John A. Stankovic; Kamin Whitehouse (INSS, 2010)

Addressing burstiness for reliable communication and latency bound generation in wireless sensor networks. - Sirajum Munir; Shan Lin 001; Enamul Hoque; S. M. Shahriar Nirjon; John A. Stankovic; Kamin Whitehouse (IPSN, 2010)

Kinsight: Localizing and Tracking Household Objects Using Depth-Camera Sensors. - S. M. Shahriar Nirjon; John A. Stankovic (DCOSS, 2012)

SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones. - Dezhi Hong; Ben Zhang 003; Qiang Li 025; S. M. Shahriar Nirjon; Robert F. Dickerson; Guobin Shen; Xiaofan Jiang 001; John A. Stankovic (IPSN, 2012)

MultiNets: Policy Oriented Real-Time Switching of Wireless Interfaces on Mobile Devices. - S. M. Shahriar Nirjon; Angela Nicoara; Cheng-Hsin Hsu; Jatinder Pal Singh; John A. Stankovic (IEEE Real-Time and Embedded Technology and Applications Symposium, 2012)

Septimu2 - earphones for continuous and non-intrusive physiological and environmental monitoring. - Pan Hu 003; Guobin Shen; Xiaofan Jiang 001; Shao-fu Shih; Donghuan Lu; Feng Zhao 001; Dezhi Hong; Qiang Li 025; S. M. Shahriar Nirjon; Robert F. Dickerson; John A. Stankovic (SenSys, 2012)

MusicalHeart: a hearty way of listening to music. - S. M. Shahriar Nirjon; Robert F. Dickerson; Qiang Li 025; Philip Asare; John A. Stankovic; Dezhi Hong; Ben Zhang 003; Xiaofan Jiang 001; Guobin Shen; Feng Zhao 001 (SenSys, 2012)

Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones. - Dezhi Hong; S. M. Shahriar Nirjon; John A. Stankovic; David J. Stone; Guobin Shen (IPSN, 2013)

Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. - S. M. Shahriar Nirjon; Robert F. Dickerson; Philip Asare; Qiang Li 025; Dezhi Hong; John A. Stankovic; Pan Hu 003; Guobin Shen; Xiaofan Jiang 001 (MobiSys, 2013)

KinSpace: to provide fall prevention using Kinect. - Chris Greenwood; S. M. Shahriar Nirjon; John A. Stankovic; Hee-Jung Yoon; Ho-Kyeong Ra; Taejoon Park; Sang Hyuk Son (SenSys, 2013)

High-sensitivity cloud-offloaded instant GPS for indoor environments. - S. M. Shahriar Nirjon; Jie Liu 001; Bodhi Priyantha; Gerald DeJean (SenSys, 2013)

sMFCC: exploiting sparseness in speech for fast acoustic feature extraction on mobile devices - a feasibility study. - S. M. Shahriar Nirjon; Robert F. Dickerson; John A. Stankovic; Guobin Shen; Xiaofan Jiang 001 (HotMobile, 2013)

KinSpace: Passive Obstacle Detection via Kinect. - Christopher Greenwood; S. M. Shahriar Nirjon; John A. Stankovic; Hee-Jung Yoon; Ho-Kyeong Ra; Sang Hyuk Son; Taejoon Park (EWSN, 2014)

RESONATE: reverberation environment simulation for improved classification of speech models. - Robert F. Dickerson; Enamul Hoque; Philip Asare; S. M. Shahriar Nirjon; John A. Stankovic (IPSN, 2014)

COIN-GPS: indoor localization from direct GPS receiving. - S. M. Shahriar Nirjon; Jie Liu 001; Gerald DeJean; Bodhi Priyantha; Yuzhe Jin; Ted Hart (MobiSys, 2014)

Kintense: A robust, accurate, real-time and evolving system for detecting aggressive actions from streaming 3D skeleton data. - S. M. Shahriar Nirjon; Chris Greenwood; Carlos Torres; Stefanie Zhou; John A. Stankovic; Hee-Jung Yoon; Ho-Kyeong Ra; Can Basaran; Taejoon Park; Sang Hyuk Son (PerCom, 2014)

MOBI-COG: A Mobile Application for Instant Screening of Dementia Using the Mini-Cog Test. - S. M. Shahriar Nirjon; Ifat Afrin Emi; Md. Abu Sayeed Mondol; Asif Salekin; John A. Stankovic (Wireless Health, 2014)

MultiNets: A system for real-time switching between multiple network interfaces on mobile devices. - S. M. Shahriar Nirjon; Angela Nicoara; Cheng-Hsin Hsu; Jatinder Pal Singh; John A. Stankovic (ACM Trans. Embed. Comput. Syst., 2014)

TypingRing: A Wearable Ring Platform for Text Input. - Shahriar Nirjon; Jeremy Gummeson; Dan Gelb; Kyu-Han Kim (MobiSys, 2015)

Demo: AsthmaGuide: An Ecosystem for Asthma Monitoring and Advice. - Ho-Kyeong Ra; Asif Salekin; Hee-Jung Yoon; Jeremy Kim; S. M. Shahriar Nirjon; David J. Stone; Sujeong Kim; Jong-Myung Lee; Sang Hyuk Son; John A. Stankovic (SenSys, 2015)

Years-Long Binary Image Broadcast Using Bluetooth Low Energy Beacons. - Chong Shao; Shahriar Nirjon; Jan-Michael Frahm (DCOSS, 2016)

SEUS: A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety: Demo Abstract. - Rishikanth Chandrasekaran; Daniel de Godoy; Stephen Xia; Md Tamzeed Islam; Bashima Islam; S. M. Shahriar Nirjon; Peter R. Kinget; Xiaofan Jiang 001 (SenSys, 2016)

AsthmaGuide: an asthma monitoring and advice ecosystem. - Ho-Kyeong Ra; Asif Salekin; Hee-Jung Yoon; Jeremy Kim; S. M. Shahriar Nirjon; David J. Stone; Sujeong Kim; Jong-Myung Lee; Sang Hyuk Son; John A. Stankovic (Wireless Health, 2016)

Seamless and Secure Bluetooth LE Connection Migration. - Syed Rafiul Hussain; Shagufta Mehnaz; Shahriar Nirjon; Elisa Bertino (CODASPY, 2017)

SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. - Syed Rafiul Hussain; Shagufta Mehnaz; Shahriar Nirjon; Elisa Bertino (EWSN, 2017)

ImageBeacon: Broadcasting Color Images over Connectionless Bluetooth LE Packets. - Chong Shao; Shahriar Nirjon (IoTDI, 2017)

Image Storage and Broadcast via Bluetooth Low Energy Beacons: Demo Abstract. - Chong Shao; Shahriar Nirjon (IoTDI, 2017)

Distributed Adaptive Model Predictive Control of a Cluster of Autonomous and Context-Sensitive Body Cameras. - Shiwei Fang; Ketan Mayer-Patel; Shahriar Nirjon (WearSys@MobiSys, 2017)

SoundSifter: Mitigating Overhearing of Continuous Listening Devices. - Md Tamzeed Islam; Bashima Islam; S. M. Shahriar Nirjon (MobiSys, 2017)

Characterizing road segments using compass sensors to predict approaching bus stops. - Danila Chenchik; Jia Chen; Stephen Yan; Shahriar Nirjon (PerCom Workshops, 2017)

Duty-Cycle-Aware Real-Time Scheduling of Wireless Links in Low Power WANs. - Md Tamzeed Islam; Bashima Islam; Shahriar Nirjon (DCOSS, 2018)

Knowledge Transfer Between Embedded Controllers. - Seulki Lee 002; Shahriar Nirjon (DCOSS, 2018)

Deep Beacon: Image Storage and Broadcast over BLE Using Variational Autoencoder Generative Adversarial Network. - Chong Shao; Shahriar Nirjon (DCOSS, 2018)

PAWS: A Wearable Acoustic System for Pedestrian Safety. - Daniel de Godoy; Bashima Islam; Stephen Xia; Md Tamzeed Islam; Rishikanth Chandrasekaran; Yen-Chun Chen 001; Shahriar Nirjon; Peter R. Kinget; Xiaofan Jiang 001 (IoTDI, 2018)

MARBLE: Mobile Augmented Reality Using a Distributed BLE Beacon Infrastructure. - Chong Shao; Bashima Islam; Shahriar Nirjon (IoTDI, 2018)

Demo Abstract: Image Storage and Broadcast over BLE with Deep Neural Network Autoencoding. - Chong Shao; Shahriar Nirjon (IoTDI, 2018)

A motion-triggered stereo camera for 3D experience capture: demo abstract. - Bashima Islam; Md Tamzeed Islam; S. M. Shahriar Nirjon (IPSN, 2018)

Glimpse.3D: a motion-triggered stereo body camera for 3D experience capture and preview. - Bashima Islam; Md Tamzeed Islam; Shahriar Nirjon (IPSN, 2018)

Rethinking ranging of unmodified BLE peripherals in smart city infrastructure. - Bashima Islam; Mostafa Uddin; Sarit Mukherjee; Shahriar Nirjon (MMSys, 2018)

Lifelong Learning on Harvested Energy. - Shahriar Nirjon (MobiSys, 2018)

AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar. - Shiwei Fang; Shahriar Nirjon (SenSys, 2018)

A Smartphone-Based System for Improving Pedestrian Safety. - Stephen Xia; Daniel de Godoy; Bashima Islam; Md Tamzeed Islam; Shahriar Nirjon; Peter R. Kinget; Xiaofan Jiang 001 (VNC, 2018)

Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. - Syed Rafiul Hussain; Shagufta Mehnaz; Shahriar Nirjon; Elisa Bertino (IEEE Trans. Mob. Comput., 2018)

ZenCam: Context-Driven Control of Autonomous Body Cameras. - Shiwei Fang; Ketan Mayer-Patel; Shahriar Nirjon (DCOSS, 2019)

Securing the Insecure Link of Internet-of-Things Using Next-Generation Smart Gateways. - Syed Rafiul Hussain; Shahriar Nirjon; Elisa Bertino (DCOSS, 2019)

On-device training from sensor data on batteryless platforms: poster abstract. - Bashima Islam; Yubo Luo; Seulki Lee 002; Shahriar Nirjon (IPSN, 2019)

SoundSemantics: exploiting semantic knowledge in text for embedded acoustic event classification. - Md Tamzeed Islam; Shahriar Nirjon (IPSN, 2019)

LoRaIn: Making a Case for LoRa in Indoor Localization. - Bashima Islam; Md Tamzeed Islam; Jasleen Kaur 001; Shahriar Nirjon (PerCom Workshops, 2019)

A False Sense of Home Security - Exposing the Vulnerability in Away Mode of Smart Plugs. - Austin Wang; Shahriar Nirjon (PerCom Workshops, 2019)

Non-Line-of-Sight Around the Corner Human Presence Detection Using Commodity WiFi Devices. - Shiwei Fang; Ron Alterovitz; Shahriar Nirjon (DFHS@BuildSys, 2019)

Neuro.ZERO: a zero-energy neural network accelerator for embedded sensing and inference systems. - Seulki Lee 002; Shahriar Nirjon (SenSys, 2019)

Zygarde: Time-Sensitive On-Device Deep Intelligence on Intermittently-Powered Systems. - Bashima Islam; Yubo Luo; Shahriar Nirjon (CoRR, 2019)

Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. - Seulki Lee 002; Bashima Islam; Yubo Luo; Shahriar Nirjon (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Improving Pedestrian Safety in Cities Using Intelligent Wearable Systems. - Stephen Xia; Daniel de Godoy; Bashima Islam; Md Tamzeed Islam; Shahriar Nirjon; Peter R. Kinget; Xiaofan Jiang 001 (IEEE Internet Things J., 2019)

EyeFi: Fast Human Identification Through Vision and WiFi-based Trajectory Matching. - Shiwei Fang; Md Tamzeed Islam; Sirajum Munir; Shahriar Nirjon (DCOSS, 2020)

Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. - Md Tamzeed Islam; Shahriar Nirjon (DCOSS, 2020)

SuperRF: Enhanced 3D RF Representation Using Stationary Low-Cost mmWave Radar. - Shiwei Fang; Shahriar Nirjon (EWSN, 2020)

Fast and scalable in-memory deep multitask learning via neural weight virtualization. - Seulki Lee 002; Shahriar Nirjon (MobiSys, 2020)

Scheduling Computational and Energy Harvesting Tasks in Deadline-Aware Intermittent Systems. - Bashima Islam; Shahriar Nirjon (RTAS, 2020)

SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training. - Seulki Lee 002; Shahriar Nirjon (RTAS, 2020)

Person tracking and identification using cameras and wi-fi channel state information (CSI) from smartphones: dataset. - Shiwei Fang; Sirajum Munir; Shahriar Nirjon (DATA@SenSys, 2020)

Fusing wifi and camera for fast motion tracking and person identification: demo abstract. - Shiwei Fang; Sirajum Munir; Shahriar Nirjon (SenSys, 2020)

Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation. - Seulki Lee 002; Shahriar Nirjon (AIChallengeIoT@SenSys, 2020)

Intelligent Chargers Will Make Mobile Devices Live Longer. - Alma Pröbstl; Bashima Islam; Shahriar Nirjon; Naehyuck Chang; Samarjit Chakraborty (IEEE Des. Test, 2020)

Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems. - Bashima Islam; Shahriar Nirjon (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems. - Sirajum Munir; Hao-Tsung Yang; Shan Lin 001; S. M. Shahriar Nirjon; Lin Chen 002; Enamul Hoque; John A. Stankovic; Kamin Whitehouse (ACM Trans. Cyber Phys. Syst., 2020)

WiDeo: One Shot Domain Adaptation for Cross-Environment WiFi-Based Activity Classification Through RF-Visual Joint Embedding. - Md Tamzeed Islam; Shahriar Nirjon (DCOSS, 2021)

SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems. - Yubo Luo; Shahriar Nirjon (DCOSS, 2021)

Sound-Adapter: Multi-Source Domain Adaptation for Acoustic Classification Through Domain Discovery. - Md Tamzeed Islam; Shahriar Nirjon (IPSN, 2021)

Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems. - Seulki Lee 002; Shahriar Nirjon (IPSN, 2021)

Exploiting scene and body contexts in controlling continuous vision body cameras. - Shiwei Fang; Ketan Mayer-Patel; Shahriar Nirjon (Ad Hoc Networks, 2021)

Demo Abstract: Capuchin: A Neural Network Model Generator for 16-bit Microcontrollers. - Le Zhang; Yubo Luo; Shahriar Nirjon (IPSN, 2022)

An Empirical Analysis of Perforated Audio Classification. - Mahathir Monjur; Shahriar Nirjon (IASA@MobiSys, 2022)

Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning. - Seulki Lee 002; Shahriar Nirjon (PerCom, 2022)

Amalgamated Intermittent Computing Systems. - Bashima Islam; Yubo Luo; Shahriar Nirjon (IoTDI, 2023)

SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems. - Mahathir Monjur; Yubo Luo; Zhenyu Wang; Shahriar Nirjon (MobiSys, 2023)

CarFi: Rider Localization Using Wi-Fi CSI. - Sirajum Munir; Hongkai Chen 001; Shiwei Fang; Mahathir Monjur; Shan Lin 001; Shahriar Nirjon (CoRR, 2023)

Efficient Multitask Learning on Resource-Constrained Systems. - Yubo Luo; Le Zhang; Zhenyu Wang; Shahriar Nirjon (CoRR, 2023)

Data Distribution Dynamics in Real-World WiFi-Based Patient Activity Monitoring for Home Healthcare. - Mahathir Monjur; Jia Liu; Jingye Xu; Yuntong Zhang 001; Xiaomeng Wang; Chengdong Li; Hyejin Park; Wei Wang 054; Karl Shieh; Sirajum Munir; Jing Wang; Lixin Song; et al. (ICHI, 2024)

SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches. - Kushan Choksi; Hongkai Chen 001; Karan Joshi; Sukrutha Jade; Shahriar Nirjon; Shan Lin 001 (CoRR, 2024)

Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks. - Zhenyu Wang; Shahriar Nirjon (CoRR, 2024)

PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches. - Rana Muhammad Shahroz Khan; Pingzhi Li; Sukwon Yun; Zhenyu Wang; Shahriar Nirjon; Chau-Wai Wong; Tianlong Chen 001 (CoRR, 2024)

PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches. - Rana Muhammad Shahroz; Pingzhi Li; Sukwon Yun; Zhenyu Wang; Shahriar Nirjon; Chau-Wai Wong; Tianlong Chen 001 (ICLR, 2025)

FedEXT: Differential Federated Learning with Complementary Extension of Edge Models. - Zhenyu Wang; Shahriar Nirjon (INFOCOM, 2025)

Demo Abstract: Human Strategy Meets AI Execution: An LLM-Driven Gaming Agent. - George S. Harris; Aidan Lok; Shahriar Nirjon (SenSys, 2025)