Faculty

Institution

Unit

Venue

Rajesh K. Gupta

University of California, San Diego

Affiliations

Jacobs School of Engineering

Computer Science & Engineering

Halicioglu Data Science Institute

NoneRajesh K. Gupta is currently serving as a Computer Science & Engineering faculty at University of California, San Diego.

Honors

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Experiences

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Education

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Rajesh K. Gupta

University of California, San Diego

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systems engineering computer science electrical engineering machine learning computer engineering energy management parallel computing embedded systems formal methods design automation computer architecture software engineering performance evaluation computer-aided design high-level synthesis power electronics mobile computing power management high performance computer architecture information technology hardware acceleration gpu computing timing analysis scientific computing approximate computing microarchitecture hardware architecture scheduling (computing) reconfigurable architectures field programmable gate array wireless communications data security computational intelligence circuit design metadata management power-efficient computing system synthesis mobile security building energy dynamic power management parallel programming vlsi technology reliability engineering vehicular technology building automation power consumption computer design system on chip electronic design automation electronic design emerging memory technologies vlsi design embedded real-time systems functional units non-volatile memories domain-specific accelerator convolutional neural networks memory architectures energy optimization high performance computing energy consumption parallel processing load balancing (computing) fault analysis test automation digital systems fpga acceleration opportunistic computing data mules controlled mobility hardware-software systems rate analysis timing errors datapath circuits deterministic accuracy guarantee temperature variations

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns. IEEE Transactions on Knowledge and Data Engineering (2025)

Jiayun ZhangXinyang ZhangDezhi HongRajesh K. GuptaJingbo Shang

computer scienceinferencepattern recognitioncontextual inferencemachine learningpattern discoverymotif patternsknowledge discoverydata sciencemachine learning researchdata engineeringpattern miningtext mining

Adaptive Policy Regularization for Offline-To-Online Reinforcement Learning in Hvac Control. (2024)

Hsin-Yu LiuBharathan BalajiRajesh GuptaDezhi Hong

adaptive controlcomputer sciencehvac controlreinforcement learningoffline-to-online reinforcement learningadaptive policy regularization

Demo Abstract: Playground, a Safe Building Operating System. (2024)

Xiaohan FuYihao LiuJason KohDezhi HongRajesh GuptaGabe Fierro

built environmentdemo abstractsystems engineeringsafetyactive controlbehavioral sciences

How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. Proceedings of the ACM Web Conference 2022 (2024)

Jiayun ZhangShuheng LiHaiyu HuangZihan WangXiaohan FuDezhi HongRajesh K. GuptaJingbo Shang

machine learningfederated learningedge computing

Ieee Transactions on Computer-Aided Design of Integrated Circuits and Systems Publication Information. IEEE transactions on computer-aided design of integrated circuits and systems (2024)

David AtienzaAyse CoskunSara DaileyTcad Webmaster3d DesignMixed SignalGeorges GielenHelmut GraebXun JiaoLaura PozziFrancesco ContiKatzalin OlcozSuman ChakrabortyRobert WilleXunzhao YinMarilyn WolfEmbedded SecurityElif KavunAkash KumarChengmo YangTulika MitraIan O'connorMarco SantambrogioWei ZhangZhiru ZhangGiovanni AnsaloniMohammad ShafiqueMohamed SabryMassimo PoncinoYoung FungWeikang QianEleonora TestaJiang XuWeichen LiuMarina ZapaterGeorgi GaydadjievGiorgio DiDonatella SciutoNanni De MicheliIngrid VerbauwhedeRajesh Gupta

computer-aided designieee transactionselectrical engineering

Large Language Models for Time Series: A Survey. arXiv (Cornell University) (2024)

Xiyuan ZhangRanak Roy ChowdhuryRajesh K. GuptaJingbo Shang

time serieslinguistics

Syndromic Surveillance of Population-Level Covid-19 Burden With Cough Monitoring in a Hospital Emergency Waiting Room. Frontiers in Public Health (2024)

Forsad Al HossainM. Tanjid Hasan TonmoySri NuvvulaBrittany P. ChapmanRajesh K. GuptaAndrew A. LoverRhoel R. DinglasanStephanie CarreiroTauhidur Rahman

hospital medicinecritical public healthpervasive dataepidemic intelligencehealth carehealth policyuser interface designhospital emergencydata sciencemedical anthropologypublic health preparednesshealth economicssocial determinants of healthcontinuous monitoringemergency medicinecritical careinfectious diseasescough monitoringhuman-computer interactionpublic health interventionsglobal healthepidemiologysyndromic surveillancehealth scienceshospital epidemiologyhospital infectionsdisease surveillancepublic health

UNIMTS: Unified Pre-Training for Motion Time Series. arXiv (Cornell University) (2024)

Zhang, XiyuanTeng, DiyanChowdhury, Ranak RoyLi, ShuhengHong, DezhiGupta, Rajesh K.Shang, Jingbo

deep learningcomputer sciencemotion analysismotion time seriespattern recognitionmachine learningtime seriestemporal pattern recognitiondata scienceunified pre-trainingimage analysismachine visionsequential learningmachine learning research

Ventilation and Temperature Control for Energy-Efficient and Healthy Buildings: A Differentiable Pde Approach. arXiv (Cornell University) (2024)

Bian, YuexinFu, XiaohanGupta, Rajesh K.Shi, Yuanyuan

environmental engineeringtemperature controlventilationenergy efficiencyhealthy buildingsbuilding energy

Bear-Data: Analysis and Applications of an Open Multizone Building Dataset. (2023)

Yuexin BianXiaohan FuBo LiuRohith RachalaRajesh K. GuptaYuanyuan Shi

built environmentenvironmental sciencedata sciencebuilding science

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Rajesh K. Gupta

University of California, San Diego

Affiliations

Jacobs School of Engineering

Computer Science & Engineering

Halicioglu Data Science Institute

NoneRajesh K. Gupta is currently serving as a Computer Science & Engineering faculty at University of California, San Diego.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Rajesh K. Gupta

University of California, San Diego

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns. IEEE Transactions on Knowledge and Data Engineering (2025)

Jiayun ZhangXinyang ZhangDezhi HongRajesh K. GuptaJingbo Shang

Adaptive Policy Regularization for Offline-To-Online Reinforcement Learning in Hvac Control. (2024)

Hsin-Yu LiuBharathan BalajiRajesh GuptaDezhi Hong

adaptive controlcomputer sciencehvac controlreinforcement learningoffline-to-online reinforcement learningadaptive policy regularization

Demo Abstract: Playground, a Safe Building Operating System. (2024)

Xiaohan FuYihao LiuJason KohDezhi HongRajesh GuptaGabe Fierro

built environmentdemo abstractsystems engineeringsafetyactive controlbehavioral sciences

How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. Proceedings of the ACM Web Conference 2022 (2024)

Jiayun ZhangShuheng LiHaiyu HuangZihan WangXiaohan FuDezhi HongRajesh K. GuptaJingbo Shang

machine learningfederated learningedge computing

Ieee Transactions on Computer-Aided Design of Integrated Circuits and Systems Publication Information. IEEE transactions on computer-aided design of integrated circuits and systems (2024)

computer-aided designieee transactionselectrical engineering

Large Language Models for Time Series: A Survey. arXiv (Cornell University) (2024)

Xiyuan ZhangRanak Roy ChowdhuryRajesh K. GuptaJingbo Shang

time serieslinguistics

Syndromic Surveillance of Population-Level Covid-19 Burden With Cough Monitoring in a Hospital Emergency Waiting Room. Frontiers in Public Health (2024)

Forsad Al HossainM. Tanjid Hasan TonmoySri NuvvulaBrittany P. ChapmanRajesh K. GuptaAndrew A. LoverRhoel R. DinglasanStephanie CarreiroTauhidur Rahman

UNIMTS: Unified Pre-Training for Motion Time Series. arXiv (Cornell University) (2024)

Zhang, XiyuanTeng, DiyanChowdhury, Ranak RoyLi, ShuhengHong, DezhiGupta, Rajesh K.Shang, Jingbo

Ventilation and Temperature Control for Energy-Efficient and Healthy Buildings: A Differentiable Pde Approach. arXiv (Cornell University) (2024)

Bian, YuexinFu, XiaohanGupta, Rajesh K.Shi, Yuanyuan

environmental engineeringtemperature controlventilationenergy efficiencyhealthy buildingsbuilding energy

Bear-Data: Analysis and Applications of an Open Multizone Building Dataset. (2023)

Yuexin BianXiaohan FuBo LiuRohith RachalaRajesh K. GuptaYuanyuan Shi

built environmentenvironmental sciencedata sciencebuilding science

1
2
3
4
5
38
10 / page

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computer science

systems engineering

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New York University

cryptographic hardware

design automation

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Institution

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control system security

embedded system

Vijaykrishnan Narayanan

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computer engineering

Xiaobo Sharon Hu

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scientific computing

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pervasive computing

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parallel computing

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manufacturing