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ORCIDShahriar Nirjon
S. M. Shahriar Nirjon
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- affiliation: University of North Carolina at Chapel Hill, USA
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2020 – today
- 2024
[c70]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. ICHI 2024: 228-233- [i12]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 abs/2402.09452 (2024) - [i11]Kushan Choksi, Hongkai Chen, Karan Joshi, Sukrutha Jade, Shahriar Nirjon, Shan Lin:
SensEmo: Enabling Affective Learning through Real-time Emotion Recognition with Smartwatches. CoRR abs/2407.09911 (2024) - [i10]Zhenyu Wang, Shahriar Nirjon:
Characterizing Disparity Between Edge Models and High-Accuracy Base Models for Vision Tasks. CoRR abs/2407.10016 (2024) - [i9]Rana Muhammad Shahroz Khan, Pingzhi Li, Sukwon Yun, Zhenyu Wang, Shahriar Nirjon, Chau-Wai Wong, Tianlong Chen:
PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches. CoRR abs/2410.10870 (2024) - 2023
- [c69]Bashima Islam
, Yubo Luo, Shahriar Nirjon:
Amalgamated Intermittent Computing Systems. IoTDI 2023: 184-196 - [c68]Mahathir Monjur, Yubo Luo, Zhenyu Wang, Shahriar Nirjon:
SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems. MobiSys 2023: 28-41 - [i8]Sirajum Munir, Hongkai Chen, Shiwei Fang, Mahathir Monjur, Shan Lin, Shahriar Nirjon:
CarFi: Rider Localization Using Wi-Fi CSI. CoRR abs/2301.01592 (2023) - [i7]Yubo Luo, Le Zhang, Zhenyu Wang, Shahriar Nirjon:
Efficient Multitask Learning on Resource-Constrained Systems. CoRR abs/2302.13155 (2023) - [i6]Bashima Islam, Yubo Luo, Shahriar Nirjon:
Amalgamated Intermittent Computing Systems. CoRR abs/2303.13000 (2023) - [i5]Mahathir Monjur, Yubo Luo, Zhenyu Wang, Shahriar Nirjon:
SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems. CoRR abs/2305.16445 (2023) - 2022
- [c67]Le Zhang, Yubo Luo, Shahriar Nirjon:
Demo Abstract: Capuchin: A Neural Network Model Generator for 16-bit Microcontrollers. IPSN 2022: 497-498 - [c66]Mahathir Monjur, Shahriar Nirjon:
An Empirical Analysis of Perforated Audio Classification. IASA@MobiSys 2022: 25-30 - [c65]Seulki Lee, Shahriar Nirjon:
Weight Separation for Memory-Efficient and Accurate Deep Multitask Learning. PerCom 2022: 13-22 - 2021
- [j9]Shiwei Fang, Ketan Mayer-Patel, Shahriar Nirjon:
Exploiting scene and body contexts in controlling continuous vision body cameras. Ad Hoc Networks 113: 102373 (2021) - [c64]Yubo Luo, Shahriar Nirjon:
SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems. DCOSS 2021: 35-44 - [c63]Md Tamzeed Islam, Shahriar Nirjon:
WiDeo: One Shot Domain Adaptation for Cross-Environment WiFi-Based Activity Classification Through RF-Visual Joint Embedding. DCOSS 2021: 69-71 - [c62]Md Tamzeed Islam, Shahriar Nirjon:
Sound-Adapter: Multi-Source Domain Adaptation for Acoustic Classification Through Domain Discovery. IPSN 2021: 176-190 - [c61]Seulki Lee, Shahriar Nirjon:
Deep Functional Network (DFN): Functional Interpretation of Deep Neural Networks for Intelligent Sensing Systems. IPSN 2021: 191-206 - [i4]Yubo Luo, Shahriar Nirjon:
SmartON: Just-in-Time Active Event Detection on Energy Harvesting Systems. CoRR abs/2103.00749 (2021) - 2020
- [j8]Alma Pröbstl, Bashima Islam, Shahriar Nirjon, Naehyuck Chang, Samarjit Chakraborty:
Intelligent Chargers Will Make Mobile Devices Live Longer. IEEE Des. Test 37(5): 42-49 (2020) - [j7]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): 82:1-82:29 (2020) - [j6]Sirajum Munir, Hao-Tsung Yang, Shan Lin, S. M. Shahriar Nirjon, Lin Chen, Enamul Hoque, John A. Stankovic, Kamin Whitehouse:
Reliable Communication and Latency Bound Generation in Wireless Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. 4(2): 15:1-15:26 (2020) - [c60]Md Tamzeed Islam, Shahriar Nirjon:
Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. DCOSS 2020: 35-42 - [c59]Shiwei Fang, Md Tamzeed Islam, Sirajum Munir, Shahriar Nirjon:
EyeFi: Fast Human Identification Through Vision and WiFi-based Trajectory Matching. DCOSS 2020: 59-68 - [c58]Shiwei Fang, Shahriar Nirjon:
SuperRF: Enhanced 3D RF Representation Using Stationary Low-Cost mmWave Radar. EWSN 2020: 120-131 - [c57]Seulki Lee, Shahriar Nirjon:
Fast and scalable in-memory deep multitask learning via neural weight virtualization. MobiSys 2020: 175-190 - [c56]Seulki Lee, Shahriar Nirjon:
SubFlow: A Dynamic Induced-Subgraph Strategy Toward Real-Time DNN Inference and Training. RTAS 2020: 15-29 - [c55]Bashima Islam, Shahriar Nirjon:
Scheduling Computational and Energy Harvesting Tasks in Deadline-Aware Intermittent Systems. RTAS 2020: 95-109 - [c54]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: 26-30 - [c53]Seulki Lee, Shahriar Nirjon:
Learning in the Wild: When, How, and What to Learn for On-Device Dataset Adaptation. AIChallengeIoT@SenSys 2020: 34-40 - [c52]Shiwei Fang, Sirajum Munir, Shahriar Nirjon:
Fusing wifi and camera for fast motion tracking and person identification: demo abstract. SenSys 2020: 617-618
2010 – 2019
- 2019
- [j5]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): 141:1-141:30 (2019) - [j4]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): 7497-7514 (2019) - [c51]Shiwei Fang, Ketan Mayer-Patel, Shahriar Nirjon:
ZenCam: Context-Driven Control of Autonomous Body Cameras. DCOSS 2019: 41-48 - [c50]Syed Rafiul Hussain, Shahriar Nirjon, Elisa Bertino:
Securing the Insecure Link of Internet-of-Things Using Next-Generation Smart Gateways. DCOSS 2019: 66-73 - [c49]Md Tamzeed Islam, Shahriar Nirjon:
SoundSemantics: exploiting semantic knowledge in text for embedded acoustic event classification. IPSN 2019: 217-228 - [c48]Bashima Islam, Yubo Luo, Seulki Lee, Shahriar Nirjon:
On-device training from sensor data on batteryless platforms: poster abstract. IPSN 2019: 325-326 - [c47]Austin Wang, Shahriar Nirjon:
A False Sense of Home Security - Exposing the Vulnerability in Away Mode of Smart Plugs. PerCom Workshops 2019: 316-321 - [c46]Bashima Islam, Md Tamzeed Islam, Jasleen Kaur, Shahriar Nirjon:
LoRaIn: Making a Case for LoRa in Indoor Localization. PerCom Workshops 2019: 423-426 - [c45]Shiwei Fang, Ron Alterovitz, Shahriar Nirjon:
Non-Line-of-Sight Around the Corner Human Presence Detection Using Commodity WiFi Devices. DFHS@BuildSys 2019: 22-26 - [c44]Seulki Lee, Shahriar Nirjon:
Neuro.ZERO: a zero-energy neural network accelerator for embedded sensing and inference systems. SenSys 2019: 138-152 - [i3]Seulki Lee, Bashima Islam, Yubo Luo, Shahriar Nirjon:
Intermittent Learning: On-Device Machine Learning on Intermittently Powered System. CoRR abs/1904.09644 (2019) - [i2]Bashima Islam, Yubo Luo, Shahriar Nirjon:
Zygarde: Time-Sensitive On-Device Deep Intelligence on Intermittently-Powered Systems. CoRR abs/1905.03854 (2019) - [i1]Md Tamzeed Islam, Shahriar Nirjon:
Wi-Fringe: Leveraging Text Semantics in WiFi CSI-Based Device-Free Named Gesture Recognition. CoRR abs/1908.06803 (2019) - 2018
- [j3]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): 927-944 (2018) - [c43]Md Tamzeed Islam, Bashima Islam, Shahriar Nirjon:
Duty-Cycle-Aware Real-Time Scheduling of Wireless Links in Low Power WANs. DCOSS 2018: 53-60 - [c42]Seulki Lee, Shahriar Nirjon:
Knowledge Transfer Between Embedded Controllers. DCOSS 2018: 61-68 - [c41]Chong Shao, Shahriar Nirjon:
Deep Beacon: Image Storage and Broadcast over BLE Using Variational Autoencoder Generative Adversarial Network. DCOSS 2018: 147-154 - [c40]Chong Shao, Bashima Islam, Shahriar Nirjon:
MARBLE: Mobile Augmented Reality Using a Distributed BLE Beacon Infrastructure. IoTDI 2018: 60-71 - [c39]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: 237-248 - [c38]Chong Shao, Shahriar Nirjon:
Demo Abstract: Image Storage and Broadcast over BLE with Deep Neural Network Autoencoding. IoTDI 2018: 302-303 - [c37]Bashima Islam, Md Tamzeed Islam, S. M. Shahriar Nirjon:
A motion-triggered stereo camera for 3D experience capture: demo abstract. IPSN 2018: 134-135 - [c36]Bashima Islam, Md Tamzeed Islam, Shahriar Nirjon:
Glimpse.3D: a motion-triggered stereo body camera for 3D experience capture and preview. IPSN 2018: 176-187 - [c35]Bashima Islam, Mostafa Uddin, Sarit Mukherjee, Shahriar Nirjon:
Rethinking ranging of unmodified BLE peripherals in smart city infrastructure. MMSys 2018: 339-350 - [c34]Shahriar Nirjon:
Lifelong Learning on Harvested Energy. MobiSys 2018: 500-501 - [c33]Shiwei Fang, Shahriar Nirjon:
AI-Enhanced 3D RF Representation Using Low-Cost mmWave Radar. SenSys 2018: 414-415 - [c32]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: 1-2 - 2017
- [c31]Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino:
Seamless and Secure Bluetooth LE Connection Migration. CODASPY 2017: 147-149 - [c30]Syed Rafiul Hussain, Shagufta Mehnaz, Shahriar Nirjon, Elisa Bertino:
SeamBlue: Seamless Bluetooth Low Energy Connection Migration for Unmodified IoT Devices. EWSN 2017: 132-143 - [c29]Chong Shao, Shahriar Nirjon:
ImageBeacon: Broadcasting Color Images over Connectionless Bluetooth LE Packets. IoTDI 2017: 121-132 - [c28]Chong Shao, Shahriar Nirjon:
Image Storage and Broadcast via Bluetooth Low Energy Beacons: Demo Abstract. IoTDI 2017: 283-284 - [c27]Md Tamzeed Islam, Bashima Islam, S. M. Shahriar Nirjon:
SoundSifter: Mitigating Overhearing of Continuous Listening Devices. MobiSys 2017: 29-41 - [c26]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: 35-40 - [c25]Danila Chenchik, Jia Chen, Stephen Yan, Shahriar Nirjon:
Characterizing road segments using compass sensors to predict approaching bus stops. PerCom Workshops 2017: 443-448 - 2016
- [c24]Chong Shao, Shahriar Nirjon, Jan-Michael Frahm:
Years-Long Binary Image Broadcast Using Bluetooth Low Energy Beacons. DCOSS 2016: 225-232 - [c23]Rishikanth Chandrasekaran, Daniel de Godoy, Stephen Xia, Md Tamzeed Islam, Bashima Islam, S. M. Shahriar Nirjon, Peter R. Kinget, Xiaofan Jiang:
SEUS: A Wearable Multi-Channel Acoustic Headset Platform to Improve Pedestrian Safety: Demo Abstract. SenSys 2016: 330-331 - [c22]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:
AsthmaGuide: an asthma monitoring and advice ecosystem. Wireless Health 2016: 128-135 - 2015
- [c21]Shahriar Nirjon, Jeremy Gummeson, Dan Gelb, Kyu-Han Kim:
TypingRing: A Wearable Ring Platform for Text Input. MobiSys 2015: 227-239 - [c20]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:
Demo: AsthmaGuide: An Ecosystem for Asthma Monitoring and Advice. SenSys 2015: 451-452 - 2014
- [j2]S. M. Shahriar Nirjon, Angela Nicoara, Cheng-Hsin Hsu, Jatinder Pal Singh, John A. Stankovic:
MultiNets: A system for real-time switching between multiple network interfaces on mobile devices. ACM Trans. Embed. Comput. Syst. 13(4s): 121:1-121:25 (2014) - [c19]Christopher Greenwood, S. M. Shahriar Nirjon, John A. Stankovic, Hee-Jung Yoon, Ho-Kyeong Ra, Sang Hyuk Son, Taejoon Park:
KinSpace: Passive Obstacle Detection via Kinect. EWSN 2014: 182-197 - [c18]Robert F. Dickerson, Enamul Hoque, Philip Asare, S. M. Shahriar Nirjon, John A. Stankovic:
RESONATE: reverberation environment simulation for improved classification of speech models. IPSN 2014: 107-118 - [c17]S. M. Shahriar Nirjon, Jie Liu, Gerald DeJean, Bodhi Priyantha, Yuzhe Jin, Ted Hart:
COIN-GPS: indoor localization from direct GPS receiving. MobiSys 2014: 301-314 - [c16]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:
Kintense: A robust, accurate, real-time and evolving system for detecting aggressive actions from streaming 3D skeleton data. PerCom 2014: 2-10 - [c15]S. M. Shahriar Nirjon, Ifat Afrin Emi, Md. Abu Sayeed Mondol, Asif Salekin, John A. Stankovic:
MOBI-COG: A Mobile Application for Instant Screening of Dementia Using the Mini-Cog Test. Wireless Health 2014: 5:1-5:7 - 2013
- [c14]Dezhi Hong, S. M. Shahriar Nirjon, John A. Stankovic, David J. Stone, Guobin Shen:
Poster abstract: a mobile-cloud service for physiological anomaly detection on smartphones. IPSN 2013: 327-328 - [c13]S. M. Shahriar Nirjon, Robert F. Dickerson, Philip Asare, Qiang Li, Dezhi Hong, John A. Stankovic, Pan Hu, Guobin Shen, Xiaofan Jiang:
Auditeur: a mobile-cloud service platform for acoustic event detection on smartphones. MobiSys 2013: 403-416 - [c12]S. M. Shahriar Nirjon, Jie Liu, Bodhi Priyantha, Gerald DeJean:
High-sensitivity cloud-offloaded instant GPS for indoor environments. SenSys 2013: 54:1-54:2 - [c11]Chris Greenwood, S. M. Shahriar Nirjon, John A. Stankovic, Hee-Jung Yoon, Ho-Kyeong Ra, Taejoon Park, Sang Hyuk Son:
KinSpace: to provide fall prevention using Kinect. SenSys 2013: 59:1-59:2 - [c10]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:
Kintense: a robust, accurate, real-time and evolving system for detecting aggressive actions from streaming 3D skeleton data. SenSys 2013: 75:1-75:2 - [c9]S. M. Shahriar Nirjon, Robert F. Dickerson, John A. Stankovic, Guobin Shen, Xiaofan Jiang:
sMFCC: exploiting sparseness in speech for fast acoustic feature extraction on mobile devices - a feasibility study. HotMobile 2013: 8 - 2012
- [c8]S. M. Shahriar Nirjon, John A. Stankovic:
Kinsight: Localizing and Tracking Household Objects Using Depth-Camera Sensors. DCOSS 2012: 67-74 - [c7]Dezhi Hong, Ben Zhang, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, Guobin Shen, Xiaofan Jiang, John A. Stankovic:
SEPTIMU: continuous in-situ human wellness monitoring and feedback using sensors embedded in earphones. IPSN 2012: 159-160 - [c6]S. M. Shahriar Nirjon, Angela Nicoara, Cheng-Hsin Hsu, Jatinder Pal Singh, John A. Stankovic:
MultiNets: Policy Oriented Real-Time Switching of Wireless Interfaces on Mobile Devices. IEEE Real-Time and Embedded Technology and Applications Symposium 2012: 251-260 - [c5]S. M. Shahriar Nirjon, Robert F. Dickerson, Qiang Li, Philip Asare, John A. Stankovic, Dezhi Hong, Ben Zhang, Xiaofan Jiang, Guobin Shen, Feng Zhao:
MusicalHeart: a hearty way of listening to music. SenSys 2012: 43-56 - [c4]Pan Hu, Guobin Shen, Xiaofan Jiang, Shao-fu Shih, Donghuan Lu, Feng Zhao, Dezhi Hong, Qiang Li, S. M. Shahriar Nirjon, Robert F. Dickerson, John A. Stankovic:
Septimu2 - earphones for continuous and non-intrusive physiological and environmental monitoring. SenSys 2012: 387-388 - 2010
- [c3]S. M. Shahriar Nirjon, John A. Stankovic, Kamin Whitehouse:
IAA: Interference aware anticipatory algorithm for scheduling and routing periodic real-time streams in wireless sensor networks. INSS 2010: 14-21 - [c2]Sirajum Munir, Shan Lin, Enamul Hoque, S. M. Shahriar Nirjon, John A. Stankovic, Kamin Whitehouse:
Addressing burstiness for reliable communication and latency bound generation in wireless sensor networks. IPSN 2010: 303-314
2000 – 2009
- 2009
- [c1]S. M. Shahriar Nirjon, John A. Stankovic, Kamin Whitehouse:
Heuristics for scheduling periodic real-time streams in wireless sensor networks. SenSys 2009: 385-386 - 2008
- [j1]Md. Monirul Islam, Xin Yao, S. M. Shahriar Nirjon, Muhammad Asiful Islam, Kazuyuki Murase:
Bagging and Boosting Negatively Correlated Neural Networks. IEEE Trans. Syst. Man Cybern. Part B 38(3): 771-784 (2008)
Coauthor Index
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