Faculty

Institution

Unit

Venue

Wen-mei Hwu

UIUC

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

NoneWen-mei Hwu is currently serving as a Electrical And Computer Engineering faculty at Uiuc.

Honors

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Experiences

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Education

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Wen-mei Hwu

UIUC

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computer science computer engineering high performance computer architecture computer architecture parallel computing parallel programming microarchitecture program analysis gpu computing software analysis compiler technology software engineering gpu architecture hardware acceleration instruction-level parallelism high-performance architectures scalability programming languages optimizing compilers machine learning scientific computing deep learning data science system software neural network (machine learning) field programmable gate array parallelizing compiler design automation processor architectures fpga design massively-parallel computing domain-specific accelerator biomedical imaging machine learning research computational imaging many-core architectures memory architectures compiler support image reconstruction radiology medical image computing cluster computing dynamic compilation gpu cluster graph processing reconstruction techniques memory management heterogeneous computing program optimization compute kernel manycore processor static program analysis machine vision in-memory computing image representation embedded machine learning parallel performance evaluation profiling tool high performance computing high throughput sequencing cuda kernels cuda programming model branch prediction accelerator architectures triangle counting gpu architectures instruction level parallelism alert preferences speculative execution dynamic parallelism branch instructions predicated execution memory accesses profile information cache hierarchy region-based compilation programming tools hardware architecture

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

HICCL: A Hierarchical Collective Communication Library. 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (2025)

Mert HidayetogluSimon Garcia de GonzaloElliott SlaughterPinku SuranaWen-mei HwuWilliam GroppAlex Aiken

distributed systemscollaborative networksweb-based collaborationcollective knowledgecomputer-supported cooperative workcommunication

SSDTRAIN: An Activation Offloading Framework to Ssds for Faster Large Language Model Training. (2025)

large language modelsnatural language generationnatural language processingcomputer sciencemachine learningdata sciencelanguagelanguage models

Accelerating Sampling and Aggregation Operations in Gnn Frameworks With GPU Initiated Direct Storage Accesses. Proceedings of the VLDB Endowment (2024)

Jeongmin Brian ParkVikram Sharma MailthodyZaid QureshiWen-mei Hwu

gnn frameworkshardware accelerationgraph processinghigh performance computer architecturecomputer architecturecomputer sciencemachine learningcomputer engineeringgraph neural networksparallel computingparallel programminggraph samplinggpu computinggids dataloaderneural network (machine learning)

Acceleration of Graph Neural Networks With Heterogenous Accelerators Architecture. (2024)

Kaiwen CaoArchit GajjarLiad GerstmanKun WuSai Rahul ChalamalasettiAditya DhakalGiacomo PedrettiPavana PrakashWen-Mei HwuDeming ChenDejan Milojicic

computational intelligencehigh performance computer architecturedomain-specific acceleratorcomputer sciencecomputer engineeringgraph neural networksparallel computingmicroarchitectureneural network (machine learning)

ANUBIS: Hybrid Fpaa-Fpga Architecture for Entropy-Based True Random Number Generation in Secure Uav Communication. IEEE Embedded Systems Letters (2024)

Mohamed El-HadedyAndrea AbelianKenny LeeBenny ChengWen-Mei Hwu

computer securityfield programmable gate arraycommunication securityunmanned aerial vehicleshardware securityhybrid fpaa-fpga architectureaerospace engineeringcomputer engineeringsecure uav communicationinformation securitypseudorandom number generatorcryptographic hardwarecommunications systems

COMMBENCH: Micro-Benchmarking Hierarchical Networks With Multi-GPU, Multi-Nic Nodes. (2024)

Mert HidayetogluSimon Garcia De GonzaloElliott SlaughterYu LiChristopher ZimmerTekin BicerBin RenWilliam GroppWen-Mei HwuAlex Aiken

multi-nic nodesdistributed systemshigh performance computer networknetworked system designhigh performance computer architecturemultiple gpuscomputer architecturecomputer sciencenetwork on chiphigh-performance architecturescomputer engineeringparallel computingparallel programmingscalabilitymany-core architecturesinterconnection network architecturemicro-benchmarking hierarchical networks

Determining Optimal Channel Partition for 2: 4 Fine Grained Structured Sparsity. Optimization Letters (2024)

Mohit MahajanWen-Mei HwuRakesh Nagi

sparse representationsapplied mathematicscomputer engineeringcomputational geometrychannel capacity estimationsignal processingoptimal channel partitioncommunications systems

GMT: GPU Orchestrated Memory Tiering for the Big Data Era. (2024)

Chia-Hao ChangJihoon HanAnand SivasubramaniamVikram Sharma MailthodyZaid QureshiWen-Mei Hwu

gpu architecturebig data eragpu memorystorage systemshigh performance computer architecturecomputer architecturecomputer sciencehigh-performance architecturescomputer engineeringparallel computingmicroarchitecturegpu computing

HECTOR: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures. International Conference on Architectural Support for Programming Languages and Operating Systems (2024)

Kun WuMert HidayetoğluXiang SongSitao HuangDa ZhengIsrat NisaWen-Mei Hwu

computational intelligencehardware accelerationefficient programminggraph processinghigh performance computer architecturecomputer architecturecomputer sciencecomputer engineeringgraph neural networksparallel computingparallel programminggpu architecturesneural computationneural network (machine learning)

Invited Presentations. (2024)

Sonia AkterKasem KhalilMagdy BayoumiHadi Mardani KamaliAsif KhanMasud RanaHaji MajidMd BagheriAl FahimSoyaeb FattahMahmoud HasanDayan AlmadhounAbdullah KhanHaji BagheriShawana IslamDayan TabassumNajmul IslamMario GonzalezShawana TabassumKazi MdMasum BillahSanjana MohapatraYonas TadesseRozhin YasaeiAmir HoseinAfandizadeh ZargariMohammad FaruqueFadi KurdahiJordan MaynardAmin RezaeiMasoud HeidaryBiresh Kumar JoardarMohamed El-HadedyPatricia AnkundaWen-Mei HwuJames UngChidimma NwakezeMichael RichardsonAftab AhmedSiavash AhrarAva HedayatipourSpencer GrantAlex HardenKaleb CogginsDavid ParkerFatemehsada TabeiBehnam AskarianJaya DofeRakesh MahtoBanafsheh LatibariSujan GhimireAlam ChowdhuryNajmeh NazariKevin GubbiHouman HomayounAvesta SasanSoheil SalehiRussell HuaKazutomo YoshiiPratik ShresthaIoannis Savidis

performance artconversation analysisperformance studiesevent managementcomputer-supported cooperative worklecture recordingcommunicationcommunication theoryscreen medium

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Wen-mei Hwu

UIUC

Affiliations

The Grainger College of Engineering

Department of Electrical and Computer Engineering

Electrical & Computer Engineering

NoneWen-mei Hwu is currently serving as a Electrical And Computer Engineering faculty at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Wen-mei Hwu

UIUC

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

HICCL: A Hierarchical Collective Communication Library. 2022 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (2025)

Mert HidayetogluSimon Garcia de GonzaloElliott SlaughterPinku SuranaWen-mei HwuWilliam GroppAlex Aiken

distributed systemscollaborative networksweb-based collaborationcollective knowledgecomputer-supported cooperative workcommunication

SSDTRAIN: An Activation Offloading Framework to Ssds for Faster Large Language Model Training. (2025)

large language modelsnatural language generationnatural language processingcomputer sciencemachine learningdata sciencelanguagelanguage models

Accelerating Sampling and Aggregation Operations in Gnn Frameworks With GPU Initiated Direct Storage Accesses. Proceedings of the VLDB Endowment (2024)

Jeongmin Brian ParkVikram Sharma MailthodyZaid QureshiWen-mei Hwu

Acceleration of Graph Neural Networks With Heterogenous Accelerators Architecture. (2024)

Kaiwen CaoArchit GajjarLiad GerstmanKun WuSai Rahul ChalamalasettiAditya DhakalGiacomo PedrettiPavana PrakashWen-Mei HwuDeming ChenDejan Milojicic

ANUBIS: Hybrid Fpaa-Fpga Architecture for Entropy-Based True Random Number Generation in Secure Uav Communication. IEEE Embedded Systems Letters (2024)

Mohamed El-HadedyAndrea AbelianKenny LeeBenny ChengWen-Mei Hwu

COMMBENCH: Micro-Benchmarking Hierarchical Networks With Multi-GPU, Multi-Nic Nodes. (2024)

Mert HidayetogluSimon Garcia De GonzaloElliott SlaughterYu LiChristopher ZimmerTekin BicerBin RenWilliam GroppWen-Mei HwuAlex Aiken

Determining Optimal Channel Partition for 2: 4 Fine Grained Structured Sparsity. Optimization Letters (2024)

Mohit MahajanWen-Mei HwuRakesh Nagi

sparse representationsapplied mathematicscomputer engineeringcomputational geometrychannel capacity estimationsignal processingoptimal channel partitioncommunications systems

GMT: GPU Orchestrated Memory Tiering for the Big Data Era. (2024)

Chia-Hao ChangJihoon HanAnand SivasubramaniamVikram Sharma MailthodyZaid QureshiWen-Mei Hwu

Kun WuMert HidayetoğluXiang SongSitao HuangDa ZhengIsrat NisaWen-Mei Hwu

Invited Presentations. (2024)

performance artconversation analysisperformance studiesevent managementcomputer-supported cooperative worklecture recordingcommunicationcommunication theoryscreen medium

1
2
3
4
5
57
10 / page