Rajesh K. Gupta 0001 - researchr alias

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Viewing Publication 1 - 38 from 38

2023

Towards Diverse and Coherent Augmentation for Time-Series ForecastingXiyuan Zhang 0001, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta 0001, Dezhi Hong. icassp 2023: 1-5 [doi]

Physics-Informed Data Denoising for Real-Life Sensing SystemsXiyuan Zhang 0001, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta 0001. sensys 2023: 83-96 [doi]

BEAR-Data: Analysis and Applications of an Open Multizone Building DatasetYuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta 0001, Yuanyuan Shi. sensys 2023: 240-243 [doi]

PrimeNet: Pre-training for Irregular Multivariate Time SeriesRanak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang 0001, Dezhi Hong, Rajesh K. Gupta 0001, Jingbo Shang. AAAI 2023: 7184-7192 [doi]

Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation FrameworkJiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta 0001, Jingbo Shang. IJCAI 2023: 2450-2458 [doi]

2022

Performance Analysis of Timing-Speculative ProcessorsOmid Assare, Rajesh K. Gupta 0001. TC, 71(2):407-420, 2022. [doi]

TARNet: Task-Aware Reconstruction for Time-Series TransformerRanak Roy Chowdhury, Xiyuan Zhang 0001, Jingbo Shang, Rajesh K. Gupta 0001, Dezhi Hong. kdd 2022: 212-220 [doi]

SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty QuantificationShuheng Li, Jingbo Shang, Rajesh K. Gupta 0001, Dezhi Hong. sensys 2022: 277-290 [doi]

Safe HVAC Control via Batch Reinforcement LearningHsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta 0001, Dezhi Hong. iccps 2022: 181-192 [doi]

Real-Time Multirate Multiband Amplification for Hearing AidsAlice Sokolova, Dhiman Sengupta, Martin Hunt, Rajesh K. Gupta 0001, Baris Aksanli, Fredric J. Harris, Harinath Garudadri. access, 10:54301-54312, 2022. [doi]

ESC-GAN: Extending Spatial Coverage of Physical SensorsXiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta 0001, Dezhi Hong. wsdm 2022: 1347-1356 [doi]

2021

2020

Real-Time Principal Component AnalysisRanak Roy Chowdhury, Muhammad Abdullah Adnan, Rajesh K. Gupta 0001. tdasci, 1(2), 2020. [doi]

Ember: energy management of batteryless event detection sensors with deep reinforcement learningFrancesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta 0001. sensys 2020: 503-516 [doi]

Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstractFrancesco Fraternali, Bharathan Balaji, Michael Barrow, Dezhi Hong, Rajesh K. Gupta 0001. sensys 2020: 609-610 [doi]

ACES: Automatic Configuration of Energy Harvesting Sensors with Reinforcement LearningFrancesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta 0001. tosn, 16(4), 2020. [doi]

Local Binary Pattern NetworksJeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta 0001, Zhuowen Tu. wacv 2020: 814-823 [doi]

Vulnerability of Hardware Neural Networks to Dynamic Operation Point VariationsJeng-Hau Lin, Xun Jiao, Mulong Luo, Zhuowen Tu, Rajesh K. Gupta 0001. dt, 37(5):75-84, 2020. [doi]

2019

New models and methods for programming cyber-physical systems (keynote)Rajesh K. Gupta 0001, Jason Koh, Dezhi Hong. lctrts 2019: 1-3 [doi]

Variability Expeditions: A RetrospectiveRajesh K. Gupta 0001, Subhasish Mitra, Puneet Gupta. dt, 36(1):65-67, 2019. [doi]

Accurate Estimation of Program Error Rate for Timing-Speculative ProcessorsOmid Assare, Rajesh K. Gupta 0001. dac 2019: 180 [doi]

Real Time Principal Component AnalysisRanak Roy Chowdhury, Muhammad Abdullah Adnan, Rajesh K. Gupta 0001. icde 2019: 1678-1681 [doi]

Serving deep neural networks at the cloud edge for vision applications on mobile platformsZhou Fang, Dezhi Hong, Rajesh K. Gupta 0001. gacm 2019: 36-47 [doi]

Multi-tenant mobile offloading systems for real-time computer vision applicationsZhou Fang, Jeng-Hau Lin, Mani B. Srivastava, Rajesh K. Gupta 0001. icdcn 2019: 21-30 [doi]

Beyond a House of Sticks: Formalizing Metadata Tags with BrickGabe Fierro, Jason Koh, Yuvraj Agarwal, Rajesh K. Gupta 0001, David E. Culler. sensys 2019: 125-134 [doi]

Who can Access What, and When?: Understanding Minimal Access Requirements of Building ApplicationsJason Koh, Dezhi Hong, Shreyas Nagare, Sudershan Boovaraghavan, Yuvraj Agarwal, Rajesh K. Gupta 0001. sensys 2019: 121-124 [doi]

Accelerating Local Binary Pattern Networks with Software-Programmable FPGAsJeng-Hau Lin, Atieh Lotfi, Vahideh Akhlaghi, Zhuowen Tu, Rajesh K. Gupta 0001. date 2019: 1112-1117 [doi]

A Wearable, Extensible, Open-Source Platform for Hearing Healthcare ResearchLouis Pisha, Harinath Garudadri, Julian Warchall, Tamara Zubatiy, Sean Hamilton, Ching Hua Lee, Ganz Chockalingam, Patrick P. Mercier, Rajesh K. Gupta 0001, Bhaskar D. Rao. access, 7:162083-162101, 2019. [doi]

2018

LEMAX: learning-based energy consumption minimization in approximate computing with quality guaranteeVahideh Akhlaghi, Sicun Gao, Rajesh K. Gupta 0001. dac 2018: [doi]

SnaPEA: Predictive Early Activation for Reducing Computation in Deep Convolutional Neural NetworksVahideh Akhlaghi, Amir Yazdanbakhsh, Kambiz Samadi, Rajesh K. Gupta 0001, Hadi Esmaeilzadeh. isca 2018: 662-673 [doi]

Mitigating Multi-tenant Interference in Continuous Mobile OffloadingZhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta 0001. cloud2 2018: 20-36 [doi]

Reliability-Aware Data Placement for Heterogeneous Memory ArchitectureManish Gupta, Vilas Sridharan, David Roberts, Andreas Prodromou, Ashish Venkat, Dean M. Tullsen, Rajesh K. Gupta 0001. hpca 2018: 583-595 [doi]

CLIM: A Cross-Level Workload-Aware Timing Error Prediction Model for Functional UnitsXun Jiao, Abbas Rahimi, Yu Jiang 0001, Jianguo Wang, Hamed Fatemi, José Pineda de Gyvez, Rajesh K. Gupta 0001. TC, 67(6):771-783, 2018. [doi]

Energy-efficient neural networks using approximate computation reuseXun Jiao, Vahideh Akhlaghi, Yu Jiang, Rajesh K. Gupta 0001. date 2018: 1223-1228 [doi]

2004

Energy-Aware Adaptations for End-to-End Videostreaming to Mobile Handheld DevicesShivajit Mohapatra, Nalini Venkatasubramanian, Nikil D. Dutt, Cristiano Pereira, Rajesh K. Gupta 0001. In Enrico Macii, editor, Ultra Low-Power Electronics and Design. pages 255-273, Kluwer / Springer, 2004. [doi]

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2023

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2004

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2019

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2004

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