Rajesh K. Gupta

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 88

Top Venues

Publications

Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization. CoRR (2024)
Jiayun Zhang, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. WWW (2024)
Yuexin Bian, Xiaohan Fu, Rajesh K. Gupta, Yuanyuan Shi
Ventilation and Temperature Control for Energy-efficient and Healthy Buildings: A Differentiable PDE Approach. CoRR (2024)
Xiyuan Zhang, Ranak Roy Chowdhury, Rajesh K. Gupta, Jingbo Shang
Large Language Models for Time Series: A Survey. CoRR (2024)
Yuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta, Yuanyuan Shi
BEAR-Data: Analysis and Applications of an Open Multizone Building Dataset. BuildSys@SenSys (2023)
Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Unleashing the Power of Shared Label Structures for Human Activity Recognition. CIKM (2023)
Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Minimally Supervised Contextual Inference from Human Mobility: An Iterative Collaborative Distillation Framework. IJCAI (2023)
Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes
Misusing Tools in Large Language Models With Visual Adversarial Examples. CoRR (2023)
Xiyuan Zhang, Xiaohan Fu, Diyan Teng, Chengyu Dong, Keerthivasan Vijayakumar, Jiayun Zhang, Ranak Roy Chowdhury, Junsheng Han, Dezhi Hong, Rashmi Kulkarni, Jingbo Shang, Rajesh K. Gupta
Physics-Informed Data Denoising for Real-Life Sensing Systems. SenSys (2023)
Ranak Roy Chowdhury, Jiacheng Li, Xiyuan Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
PrimeNet: Pre-training for Irregular Multivariate Time Series. AAAI (2023)
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Federated Learning with Client-Exclusive Classes. CoRR (2023)
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
Towards Diverse and Coherent Augmentation for Time-Series Forecasting. ICASSP (2023)
Xiyuan Zhang, Ranak Roy Chowdhury, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Modeling Label Semantics Improves Activity Recognition. CoRR (2023)
Alice Sokolova, Dhiman Sengupta, Martin Hunt, Rajesh K. Gupta, Baris Aksanli, Fredric J. Harris, Harinath Garudadri
Real-Time Multirate Multiband Amplification for Hearing Aids. IEEE Access 10 (2022)
Hsin-Yu Liu, Bharathan Balaji, Sicun Gao, Rajesh K. Gupta, Dezhi Hong
Safe HVAC Control via Batch Reinforcement Learning. ICCPS (2022)
Shuheng Li, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
SQEE: A Machine Perception Approach to Sensing Quality Evaluation at the Edge by Uncertainty Quantification. SenSys (2022)
Ranak Roy Chowdhury, Xiyuan Zhang, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
TARNet: Task-Aware Reconstruction for Time-Series Transformer. KDD (2022)
Xiyuan Zhang, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
ESC-GAN: Extending Spatial Coverage of Physical Sensors. WSDM (2022)
Omid Assare, Rajesh K. Gupta
Performance Analysis of Timing-Speculative Processors. IEEE Trans. Computers 71 (2) (2022)
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Sensei: Self-Supervised Sensor Name Segmentation. CoRR (2021)
Jiaman Wu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Sensei: Self-Supervised Sensor Name Segmentation. ACL/IJCNLP (Findings) (2021)
Francesco Fraternali, Bharathan Balaji, Dezhi Hong, Yuvraj Agarwal, Rajesh K. Gupta
Marble: collaborative scheduling of batteryless sensors with meta reinforcement learning. BuildSys@SenSys (2021)
Rajesh K. Gupta, David Atienza
Editorial. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (6) (2021)
Hamed Omidvar, Vahideh Akhlaghi, Hao Su, Massimo Franceschetti, Rajesh K. Gupta
Associative Convolutional Layers. AISTATS (2021)
Shuheng Li, Ranak Roy Chowdhury, Jingbo Shang, Rajesh K. Gupta, Dezhi Hong
UniTS: Short-Time Fourier Inspired Neural Networks for Sensory Time Series Classification. SenSys (2021)
Ranak Roy Chowdhury, Muhammad Abdullah Adnan, Rajesh K. Gupta
Real-Time Principal Component Analysis. Trans. Data Sci. 1 (2) (2020)
Jeng-Hau Lin, Xun Jiao, Mulong Luo, Zhuowen Tu, Rajesh K. Gupta
Vulnerability of Hardware Neural Networks to Dynamic Operation Point Variations. IEEE Des. Test 37 (5) (2020)
Xiaohan Fu, Jason Koh, Francesco Fraternali, Dezhi Hong, Rajesh K. Gupta
Zonal Air Handling in Commercial Buildings. BuildSys@SenSys (2020)
Jeng-Hau Lin, Justin Lazarow, Yunfan Yang, Dezhi Hong, Rajesh K. Gupta, Zhuowen Tu
Local Binary Pattern Networks. WACV (2020)
Dhiman Sengupta, Tamara Zubatiy, Sean K. Hamilton, Arthur Boothroyd, Cagri Yalcin, Dezhi Hong, Rajesh K. Gupta, Harinath Garudadri
Open Speech Platform: Democratizing Hearing Aid Research. PervasiveHealth (2020)
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta
ACES: Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. ACM Trans. Sens. Networks 16 (4) (2020)
Francesco Fraternali, Bharathan Balaji, Michael Barrow, Dezhi Hong, Rajesh K. Gupta
Ember - energy management of batteryless event detection sensors with deep reinforcement learning: demo abstract. SenSys (2020)
Francesco Fraternali, Bharathan Balaji, Dhiman Sengupta, Dezhi Hong, Rajesh K. Gupta
Ember: energy management of batteryless event detection sensors with deep reinforcement learning. SenSys (2020)
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Rajesh K. Gupta
ACES - Automatic Configuration of Energy Harvesting Sensors with Reinforcement Learning. CoRR (2019)
Zhou Fang, Jeng-Hau Lin, Mani B. Srivastava, Rajesh K. Gupta
Multi-tenant mobile offloading systems for real-time computer vision applications. ICDCN (2019)
Omid Assare, Rajesh K. Gupta
Accurate Estimation of Program Error Rate for Timing-Speculative Processors. DAC (2019)
Louis Pisha, Harinath Garudadri, Julian Warchall, Tamara Zubatiy, Sean Hamilton, Ching Hua Lee, Ganz Chockalingam, Patrick P. Mercier, Rajesh K. Gupta, Bhaskar D. Rao
A Wearable, Extensible, Open-Source Platform for Hearing Healthcare Research. IEEE Access 7 (2019)
Jeng-Hau Lin, Atieh Lotfi, Vahideh Akhlaghi, Zhuowen Tu, Rajesh K. Gupta
Accelerating Local Binary Pattern Networks with Software-Programmable FPGAs. DATE (2019)
Rajesh K. Gupta, Subhasish Mitra, Puneet Gupta
Variability Expeditions: A Retrospective. IEEE Des. Test 36 (1) (2019)
Gabe Fierro, Jason Koh, Yuvraj Agarwal, Rajesh K. Gupta, David E. Culler
Beyond a House of Sticks: Formalizing Metadata Tags with Brick. BuildSys@SenSys (2019)
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
Demo Abstract: Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR (2019)
Ranak Roy Chowdhury, Muhammad Abdullah Adnan, Rajesh K. Gupta
Real Time Principal Component Analysis. ICDE (2019)
Zhou Fang, Dezhi Hong, Rajesh K. Gupta
Serving deep neural networks at the cloud edge for vision applications on mobile platforms. MMSys (2019)
Jason Koh, Dezhi Hong, Shreyas Nagare, Sudershan Boovaraghavan, Yuvraj Agarwal, Rajesh K. Gupta
Who can Access What, and When?: Understanding Minimal Access Requirements of Building Applications. BuildSys@SenSys (2019)
Rajesh K. Gupta, Jason Koh, Dezhi Hong
New models and methods for programming cyber-physical systems (keynote). LCTES (2019)
Hamed Omidvar, Vahideh Akhlaghi, Massimo Franceschetti, Rajesh K. Gupta
Associative Convolutional Layers. CoRR (2019)
Jason Koh, Bharathan Balaji, Dhiman Sengupta, Julian J. McAuley, Rajesh K. Gupta, Yuvraj Agarwal
Scrabble: transferrable semi-automated semantic metadata normalization using intermediate representation. BuildSys@SenSys (2018)
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
Pible: battery-free mote for perpetual indoor BLE applications. BuildSys@SenSys (2018)
Xun Jiao, Vahideh Akhlaghi, Yu Jiang, Rajesh K. Gupta
Energy-efficient neural networks using approximate computation reuse. DATE (2018)
Zhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta
Mitigating Multi-tenant Interference in Continuous Mobile Offloading. CLOUD (2018)
Xun Jiao, Abbas Rahimi, Yu Jiang, Jianguo Wang, Hamed Fatemi, José Pineda de Gyvez, Rajesh K. Gupta
CLIM: A Cross-Level Workload-Aware Timing Error Prediction Model for Functional Units. IEEE Trans. Computers 67 (6) (2018)
Rajesh K. Gupta
Editorial. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (1) (2018)
Jeng-Hau Lin, Yunfan Yang, Rajesh K. Gupta, Zhuowen Tu
Local Binary Pattern Networks. CoRR (2018)
Jason Koh, Dezhi Hong, Rajesh K. Gupta, Kamin Whitehouse, Hongning Wang, Yuvraj Agarwal
Plaster: an integration, benchmark, and development framework for metadata normalization methods. BuildSys@SenSys (2018)
Vahideh Akhlaghi, Amir Yazdanbakhsh, Kambiz Samadi, Rajesh K. Gupta, Hadi Esmaeilzadeh
SnaPEA: Predictive Early Activation for Reducing Computation in Deep Convolutional Neural Networks. ISCA (2018)
Scott Davidson, Shaolin Xie, Christopher Torng, Khalid Al-Hawaj, Austin Rovinski, Tutu Ajayi, Luis Vega, Chun Zhao, Ritchie Zhao, Steve Dai, Aporva Amarnath, Bandhav Veluri, Paul Gao, Anuj Rao, Gai Liu, Rajesh K. Gupta, Zhiru Zhang, Ronald G. Dreslinski, Christopher Batten, Michael B. Taylor
The Celerity Open-Source 511-Core RISC-V Tiered Accelerator Fabric: Fast Architectures and Design Methodologies for Fast Chips. IEEE Micro 38 (2) (2018)
Francesco Fraternali, Bharathan Balaji, Rajesh K. Gupta
Scaling configuration of energy harvesting sensors with reinforcement learning. ENSsys@SenSys (2018)
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
Pible: battery-free mote for perpetual indoor BLE applications: demo abstract. BuildSys@SenSys (2018)
Alessandro Antonio Nacci, Vincenzo Rana, Bharathan Balaji, Paola Spoletini, Rajesh K. Gupta, Donatella Sciuto, Yuvraj Agarwal
BuildingRules: A Trigger-Action-Based System to Manage Complex Commercial Buildings. ACM Trans. Cyber Phys. Syst. 2 (2) (2018)
Francesco Fraternali, Bharathan Balaji, Yuvraj Agarwal, Luca Benini, Rajesh K. Gupta
Pible: Battery-Free Mote for Perpetual Indoor BLE Applications. CoRR (2018)
Vahideh Akhlaghi, Sicun Gao, Rajesh K. Gupta
LEMAX: learning-based energy consumption minimization in approximate computing with quality guarantee. DAC (2018)
Manish Gupta, Vilas Sridharan, David Roberts, Andreas Prodromou, Ashish Venkat, Dean M. Tullsen, Rajesh K. Gupta
Reliability-Aware Data Placement for Heterogeneous Memory Architecture. HPCA (2018)
Francesco Fraternali, Bharathan Balaji, Rajesh K. Gupta
Scaling Configuration of Energy Harvesting Sensors with Reinforcement Learning. CoRR (2018)
Sean Hamilton, Dhiman Sengupta, Rajesh K. Gupta
Introducing Automatic Time Stamping (ATS) with a Reference Implementation in Swift. ISORC (2018)
Jason Koh, Sandeep Sandha, Bharathan Balaji, Daniel Crawl, Ilkay Altintas, Rajesh K. Gupta, Mani B. Srivastava
Data Hub Architecture for Smart Cities. SenSys (2017)
Atieh Lotfi, Rajesh K. Gupta
ReHLS: Resource-Aware Program Transformation Workflow for High-Level Synthesis. ICCD (2017)
Harinath Garudadri, Arthur Boothroyd, Ching Hua Lee, Swaroop Gadiyaram, Justyn Bell, Dhiman Sengupta, Sean Hamilton, Krishna Chaithanya Vastare, Rajesh K. Gupta, Bhaskar D. Rao
A realtime, open-source speech-processing platform for research in hearing loss compensation. ACSSC (2017)
Atieh Lotfi, Rajesh K. Gupta
RxRE: Throughput Optimization for High-Level Synthesis using Resource-Aware Regularity Extraction (Abstract Only). FPGA (2017)
Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani B. Srivastava, Zhuowen Tu, Rajesh K. Gupta
Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration. CoRR (2017)
Jeng-Hau Lin, Tianwei Xing, Ritchie Zhao, Zhiru Zhang, Mani B. Srivastava, Zhuowen Tu, Rajesh K. Gupta
Binarized Convolutional Neural Networks with Separable Filters for Efficient Hardware Acceleration. CVPR Workshops (2017)
Xun Jiao, Yu Jiang, Abbas Rahimi, Rajesh K. Gupta
SLoT: A supervised learning model to predict dynamic timing errors of functional units. DATE (2017)
Xun Jiao, Mulong Luo, Jeng-Hau Lin, Rajesh K. Gupta
An assessment of vulnerability of hardware neural networks to dynamic voltage and temperature variations. ICCAD (2017)
Zhou Fang, Mulong Luo, Tong Yu, Ole J. Mengshoel, Mani B. Srivastava, Rajesh K. Gupta
Mitigating multi-tenant interference on mobile offloading servers: poster abstract. SoCC (2017)
Jason Koh, Dhiman Sengupta, Julian J. McAuley, Rajesh K. Gupta, Bharathan Balaji, Yuvraj Agarwal
Scrabble: converting unstructured metadata into brick for many buildings. BuildSys@SenSys (2017)
Xun Jiao, Vincent Camus, Mattia Cacciotti, Yu Jiang, Christian C. Enz, Rajesh K. Gupta
Combining structural and timing errors in overclocked inexact speculative adders. DATE (2017)
Zhou Fang, Mulong Luo, Mani B. Srivastava, Rajesh K. Gupta
Exploiting Synchrony in Replicated State Machines. CLOUD (2017)
Zhou Fang, Mulong Luo, Fatima M. Anwar, Hao Zhuang, Rajesh K. Gupta
Go-realtime: a lightweight framework for multiprocessor real-time system in user space. SIGBED Rev. 14 (4) (2017)
Zhou Fang, Tong Yu, Ole J. Mengshoel, Rajesh K. Gupta
QoS-Aware Scheduling of Heterogeneous Servers for Inference in Deep Neural Networks. CIKM (2017)
Manish Gupta, Daniel Lowell, John Kalamatianos, Steven Raasch, Vilas Sridharan, Dean M. Tullsen, Rajesh K. Gupta
Compiler Techniques to Reduce the Synchronization Overhead of GPU Redundant Multithreading. DAC (2017)
Amirali Ghofrani, Abbas Rahimi, Miguel Angel Lastras-Montaño, Luca Benini, Rajesh K. Gupta, Kwang-Ting Cheng
Associative Memristive Memory for Approximate Computing in GPUs. IEEE J. Emerg. Sel. Topics Circuits Syst. 6 (2) (2016)
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
CIRCA-GPUs: Increasing Instruction Reuse Through Inexact Computing in GP-GPUs. IEEE Des. Test 33 (6) (2016)
Atieh Lotfi, Abbas Rahimi, Amir Yazdanbakhsh, Hadi Esmaeilzadeh, Rajesh K. Gupta
Grater: An approximation workflow for exploiting data-level parallelism in FPGA acceleration. DATE (2016)
Manish Gupta, David Roberts, Mitesh R. Meswani, Vilas Sridharan, Dean M. Tullsen, Rajesh K. Gupta
Reliability and Performance Trade-off Study of Heterogeneous Memories. MEMSYS (2016)
Vahideh Akhlaghi, Abbas Rahimi, Rajesh K. Gupta
Resistive Bloom filters: From approximate membership to approximate computing with bounded errors. DATE (2016)
Bharathan Balaji, Arka Aloke Bhattacharya, Gabriel Fierro, Jingkun Gao, Joshua Gluck, Dezhi Hong, Aslak Johansen, Jason Koh, Joern Ploennigs, Yuvraj Agarwal, Mario Berges, David E. Culler, Rajesh K. Gupta, Mikkel Baun Kjærgaard, Mani B. Srivastava, Kamin Whitehouse
Brick: Towards a Unified Metadata Schema For Buildings. BuildSys@SenSys (2016)
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
Variability Mitigation in Nanometer CMOS Integrated Systems: A Survey of Techniques From Circuits to Software. Proc. IEEE 104 (7) (2016)
Omid Assare, Rajesh K. Gupta
Strategies for optimal operating point selection in timing speculative processors. ICCD (2016)
Xun Jiao, Yu Jiang, Abbas Rahimi, Rajesh K. Gupta
WILD: A workload-based learning model to predict dynamic delay of functional units. ICCD (2016)
Jason Koh, Bharathan Balaji, Rajesh K. Gupta, Yuvraj Agarwal
Poster Abstract: Controlling Actuation in Central HVAC Systems in Buildings. BuildSys@SenSys (2015)
Xun Jiao, Abbas Rahimi, Balakrishnan Narayanaswamy, Hamed Fatemi, José Pineda de Gyvez, Rajesh K. Gupta
Supervised learning based model for predicting variability-induced timing errors. NEWCAS (2015)
Abbas Rahimi, Daniele Cesarini, Andrea Marongiu, Rajesh K. Gupta, Luca Benini
Task scheduling strategies to mitigate hardware variability in embedded shared memory clusters. DAC (2015)
Bharathan Balaji, Mohammad Abdullah Al Faruque, Nikil D. Dutt, Rajesh K. Gupta, Yuvraj Agarwal
Models, abstractions, and architectures: the missing links in cyber-physical systems. DAC (2015)
Lucas Francisco Wanner, Liangzhen Lai, Abbas Rahimi, Mark Gottscho, Pietro Mercati, Chu-Hsiang Huang, Frederic Sala, Yuvraj Agarwal, Lara Dolecek, Nikil D. Dutt, Puneet Gupta, Rajesh K. Gupta, Ranjit Jhala, Rakesh Kumar, Sorin Lerner, Subhasish Mitra, Alexandru Nicolau, Tajana Simunic Rosing, Mani B. Srivastava, Steven Swanson, Dennis Sylvester, Yuanyuan Zhou
NSF expedition on variability-aware software: Recent results and contributions. it Inf. Technol. 57 (3) (2015)
Alessandro Antonio Nacci, Bharathan Balaji, Paola Spoletini, Rajesh K. Gupta, Donatella Sciuto, Yuvraj Agarwal
BuildingRules: a trigger-action based system to manage complex commercial buildings. UbiComp/ISWC Adjunct (2015)
Atieh Lotfi, Abbas Rahimi, Luca Benini, Rajesh K. Gupta
Aging-Aware Compilation for GP-GPUs. ACM Trans. Archit. Code Optim. 12 (2) (2015)
Abbas Rahimi, Amirali Ghofrani, Kwang-Ting Cheng, Luca Benini, Rajesh K. Gupta
Approximate associative memristive memory for energy-efficient GPUs. DATE (2015)
Abbas Rahimi, Amirali Ghofrani, Miguel Angel Lastras-Montaño, Kwang-Ting Cheng, Luca Benini, Rajesh K. Gupta
Energy-Efficient GPGPU Architectures via Collaborative Compilation and Memristive Memory-Based Computing. DAC (2014)
Abbas Rahimi, Daniele Cesarini, Andrea Marongiu, Rajesh K. Gupta, Luca Benini
Improving Resilience to Timing Errors by Exposing Variability Effects to Software in Tightly-Coupled Processor Clusters. IEEE J. Emerg. Sel. Topics Circuits Syst. 4 (2) (2014)
Abbas Rahimi, Luca Benini, Rajesh K. Gupta
Application-Adaptive Guardbanding to Mitigate Static and Dynamic Variability. IEEE Trans. Computers 63 (9) (2014)
Balakrishnan Narayanaswamy, Bharathan Balaji, Rajesh K. Gupta, Yuvraj Agarwal
Data driven investigation of faults in HVAC systems with model, cluster and compare (MCC). BuildSys@SenSys (2014)

Rajesh K. Gupta.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Rajesh K. Gupta