Shahriar Nirjon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 61

Top Topics

Gesture Recognition

Person Identification

Multitask Learning

Top Venues

Publications

Kushan Choksi, Hongkai Chen, Karan Joshi, Sukrutha Jade, Shahriar Nirjon, Shan Lin
SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches. CoRR (2024)
Mahathir Monjur, Jia Liu, Jingye Xu, Yuntong Zhang, Xiaomeng Wang, Chengdong Li, Hyejin Park, Wei Wang, Karl Shieh, Sirajum Munir, Jing Wang, Lixin Song, Shahriar Nirjon
Data Distribution Dynamics in Real-World WiFi-Based Patient Activity Monitoring for Home Healthcare. CoRR (2024)
Zhenyu Wang, Shahriar Nirjon
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks. CoRR (2024)
Bashima Islam, Yubo Luo, Shahriar Nirjon
Amalgamated Intermittent Computing Systems. CoRR (2023)
Bashima Islam, Yubo Luo, Shahriar Nirjon
Amalgamated Intermittent Computing Systems. IoTDI (2023)
Yubo Luo, Le Zhang, Zhenyu Wang, Shahriar Nirjon
Efficient Multitask Learning on Resource-Constrained Systems. CoRR (2023)
Mahathir Monjur, Yubo Luo, Zhenyu Wang, Shahriar Nirjon
SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems. CoRR (2023)
Sirajum Munir, Hongkai Chen, Shiwei Fang, Mahathir Monjur, Shan Lin, Shahriar Nirjon
CarFi: Rider Localization Using Wi-Fi CSI. CoRR (2023)
Mahathir Monjur, Yubo Luo, Zhenyu Wang, Shahriar Nirjon
SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems. MobiSys (2023)
Le Zhang, Yubo Luo, Shahriar Nirjon
Demo Abstract: Capuchin: A Neural Network Model Generator for 16-bit Microcontrollers. IPSN (2022)
Seulki Lee, Shahriar Nirjon
Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning. PerCom (2022)
Mahathir Monjur, Shahriar Nirjon
An Empirical Analysis of Perforated Audio Classification. IASA@MobiSys (2022)
Md Tamzeed Islam, Shahriar Nirjon
Sound-Adapter: Multi-Source Domain Adaptation for Acoustic Classification Through Domain Discovery. IPSN (2021)
Md Tamzeed Islam, Shahriar Nirjon
WiDeo: One Shot Domain Adaptation for Cross-Environment WiFi-Based Activity Classification Through RF-Visual Joint Embedding. DCOSS (2021)
Yubo Luo, Shahriar Nirjon
SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems. DCOSS (2021)
Seulki Lee, Shahriar Nirjon
Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems. IPSN (2021)
Yubo Luo, Shahriar Nirjon
SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems. CoRR (2021)
Shiwei Fang, Ketan Mayer-Patel, Shahriar Nirjon
Exploiting scene and body contexts in controlling continuous vision body cameras. Ad Hoc Networks 113 (2021)
Seulki Lee, Shahriar Nirjon
Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation. AIChallengeIoT@SenSys (2020)
Md Tamzeed Islam, Shahriar Nirjon
Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. DCOSS (2020)
Shiwei Fang, Shahriar Nirjon
SuperRF: Enhanced 3D RF Representation Using Stationary Low-Cost mmWave Radar. EWSN (2020)
Shiwei Fang, Sirajum Munir, Shahriar Nirjon
Fusing wifi and camera for fast motion tracking and person identification: demo abstract. SenSys (2020)
Alma Pröbstl, Bashima Islam, Shahriar Nirjon, Naehyuck Chang, Samarjit Chakraborty
Intelligent Chargers Will Make Mobile Devices Live Longer. IEEE Des. Test 37 (5) (2020)
Bashima Islam, Shahriar Nirjon
Scheduling Computational and Energy Harvesting Tasks in Deadline-Aware Intermittent Systems. RTAS (2020)
Seulki Lee, Shahriar Nirjon
SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training. RTAS (2020)
Seulki Lee, Shahriar Nirjon
Fast and scalable in-memory deep multitask learning via neural weight virtualization. MobiSys (2020)
Bashima Islam, Shahriar Nirjon
Zygarde: Time-Sensitive On-Device Deep Inference and Adaptation on Intermittently-Powered Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Shiwei Fang, Sirajum Munir, Shahriar Nirjon
Person tracking and identification using cameras and wi-fi channel state information (CSI) from smartphones: dataset. DATA@SenSys (2020)
Shiwei Fang, Md Tamzeed Islam, Sirajum Munir, Shahriar Nirjon
EyeFi: Fast Human Identification Through Vision and WiFi-based Trajectory Matching. DCOSS (2020)
Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
Improving Pedestrian Safety in Cities Using Intelligent Wearable Systems. IEEE Internet Things J. 6 (5) (2019)
Seulki Lee, Bashima Islam, Yubo Luo, Shahriar Nirjon
Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (4) (2019)
Bashima Islam, Yubo Luo, Shahriar Nirjon
Zygarde: Time-Sensitive On-Device Deep Intelligence on Intermittently-Powered Systems. CoRR (2019)
Bashima Islam, Yubo Luo, Seulki Lee, Shahriar Nirjon
On-device training from sensor data on batteryless platforms: poster abstract. IPSN (2019)
Syed Rafiul Hussain, Shahriar Nirjon, Elisa Bertino
Securing the Insecure Link of Internet-of-Things Using Next-Generation Smart Gateways. DCOSS (2019)
Bashima Islam, Md Tamzeed Islam, Jasleen Kaur, Shahriar Nirjon
LoRaIn: Making a Case for LoRa in Indoor Localization. PerCom Workshops (2019)
Shiwei Fang, Ron Alterovitz, Shahriar Nirjon
Non-Line-of-Sight Around the Corner Human Presence Detection Using Commodity WiFi Devices. DFHS@BuildSys (2019)
Seulki Lee, Shahriar Nirjon
Neuro.ZERO: a zero-energy neural network accelerator for embedded sensing and inference systems. SenSys (2019)
Md Tamzeed Islam, Shahriar Nirjon
Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. CoRR (2019)
Austin Wang, Shahriar Nirjon
A False Sense of Home Security - Exposing the Vulnerability in Away Mode of Smart Plugs. PerCom Workshops (2019)
Shiwei Fang, Ketan Mayer-Patel, Shahriar Nirjon
ZenCam: Context-Driven Control of Autonomous Body Cameras. DCOSS (2019)
Md Tamzeed Islam, Shahriar Nirjon
SoundSemantics: exploiting semantic knowledge in text for embedded acoustic event classification. IPSN (2019)
Seulki Lee, Bashima Islam, Yubo Luo, Shahriar Nirjon
Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. CoRR (2019)
Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
Secure Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. IEEE Trans. Mob. Comput. 17 (4) (2018)
Daniel de Godoy, Bashima Islam, Stephen Xia, Md Tamzeed Islam, Rishikanth Chandrasekaran, Yen-Chun Chen, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
PAWS: A Wearable Acoustic System for Pedestrian Safety. IoTDI (2018)
Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon
Glimpse.3D: a motion-triggered stereo body camera for 3D experience capture and preview. IPSN (2018)
Md Tamzeed Islam, Bashima Islam, Shahriar Nirjon
Duty-Cycle-Aware Real-Time Scheduling of Wireless Links in Low Power WANs. DCOSS (2018)
Shahriar Nirjon
Lifelong Learning on Harvested Energy. MobiSys (2018)
Chong Shao, Bashima Islam, Shahriar Nirjon
MARBLE: Mobile Augmented Reality Using a Distributed BLE Beacon Infrastructure. IoTDI (2018)
Chong Shao, Shahriar Nirjon
Deep Beacon: Image Storage and Broadcast over BLE Using Variational Autoencoder Generative Adversarial Network. DCOSS (2018)
Seulki Lee, Shahriar Nirjon
Knowledge Transfer Between Embedded Controllers. DCOSS (2018)
Chong Shao, Shahriar Nirjon
Demo Abstract: Image Storage and Broadcast over BLE with Deep Neural Network Autoencoding. IoTDI (2018)
Shiwei Fang, Shahriar Nirjon
AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar. SenSys (2018)
Bashima Islam, Mostafa Uddin, Sarit Mukherjee, Shahriar Nirjon
Rethinking ranging of unmodified BLE peripherals in smart city infrastructure. MMSys (2018)
Stephen Xia, Daniel de Godoy, Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang
A Smartphone-Based System for Improving Pedestrian Safety. VNC (2018)
Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. EWSN (2017)
Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino
Seamless and Secure Bluetooth LE Connection Migration. CODASPY (2017)
Danila Chenchik, Jia Chen, Stephen Yan, Shahriar Nirjon
Characterizing road segments using compass sensors to predict approaching bus stops. PerCom Workshops (2017)
Chong Shao, Shahriar Nirjon
Image Storage and Broadcast via Bluetooth Low Energy Beacons: Demo Abstract. IoTDI (2017)
Chong Shao, Shahriar Nirjon
ImageBeacon: Broadcasting Color Images over Connectionless Bluetooth LE Packets. IoTDI (2017)
Shiwei Fang, Ketan Mayer-Patel, Shahriar Nirjon
Distributed Adaptive Model Predictive Control of a Cluster of Autonomous and Context-Sensitive Body Cameras. WearSys@MobiSys (2017)
Chong Shao, Shahriar Nirjon, Jan-Michael Frahm
Years-Long Binary Image Broadcast Using Bluetooth Low Energy Beacons. DCOSS (2016)
Shahriar Nirjon, Jeremy Gummeson, Dan Gelb, Kyu-Han Kim
TypingRing: A Wearable Ring Platform for Text Input. MobiSys (2015)