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Wen-mei Hwu
Researcher, Research, NVIDIA
Joined
July 2019
Names
Wen-mei Hwu
,
Wen-mei W. Hwu
,
Wen-mei William Hwu
Emails
****@illinois.edu
(Confirmed)
,
****@nvidia.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Career & Education History
Researcher
Research,
NVIDIA
(nvidia.com)
2020
–
Present
Emeritus
ECE,
University of Illinois at Urbana-Champaign
(illinois.edu)
1987
–
2020
Advisors, Relations & Conflicts
PhD Advisor
Yale Patt
1983
–
1987
Expertise
GPU computing
2006
–
Present
deep learning
2000
–
Present
computer architecture
1983
–
Present
Publications
AUGUSTUS: An LLM-Driven Multimodal Agent System with Contextualized User Memory
Jitesh Jain
,
Shubham Maheshwari
,
Ning Yu
,
Wen-mei Hwu
,
Humphrey Shi
LAW
Readers:
Everyone
Generalized Neighborhood Attention: Multi-dimensional Sparse Attention at the Speed of Light
Ali Hassani
,
Fengzhe Zhou
,
Aditya Kane
,
Jiannan Huang
,
Chieh-Yun Chen
,
Min Shi
,
Steven Walton
,
Markus Hoehnerbach
,
Vijay Thakkar
,
Mikhail Isaev
,
Qinsheng Zhang
,
Bing Xu
,
Haicheng Wu
,
Wen-mei Hwu
,
Ming-Yu Liu
,
Humphrey Shi
Submitted to NeurIPS 2025
Readers:
Everyone
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
Ali Hassani
,
Wen-mei Hwu
,
Humphrey Shi
NeurIPS 2024
Readers:
Everyone
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
Ali Hassani
,
Wen-mei Hwu
,
Humphrey Shi
NeurIPS 2024 poster
Readers:
Everyone
Parallelizing Maximal Clique Enumeration on GPUs
Mohammad Almasri
,
Yen-Hsiang Chang
,
Izzat El Hajj
,
Rakesh Nagi
,
Jinjun Xiong
,
Wen-mei W. Hwu
PACT 2023
Readers:
Everyone
RackBlox: A Software-Defined Rack-Scale Storage System with Network-Storage Co-Design
Benjamin Reidys
,
Yuqi Xue
,
Daixuan Li
,
Bharat Sukhwani
,
Wen-mei W. Hwu
,
Deming Chen
,
Sameh W. Asaad
,
Jian Huang
CoRR 2023
Readers:
Everyone
IGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research
Arpandeep Khatua
,
Vikram Sharma Mailthody
,
Bhagyashree Taleka
,
Tengfei Ma
,
Xiang Song
,
Wen-mei W. Hwu
CoRR 2023
Readers:
Everyone
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture
Seungwon Min
,
Kun Wu
,
Sitao Huang
,
Mert Hidayetoglu
,
Jinjun Xiong
,
Eiman Ebrahimi
,
Deming Chen
,
Wen-mei W. Hwu
Proc. VLDB Endow. 2021
Readers:
Everyone
Graph Neural Network Training with Data Tiering
Seungwon Min
,
Kun Wu
,
Mert Hidayetoglu
,
Jinjun Xiong
,
Xiang Song
,
Wen-mei W. Hwu
CoRR 2021
Readers:
Everyone
View all 249 publications
Co-Authors
Aayush Ankit
Abdul Dakkak
Adam Wolisz
Aditya Kane
Albert Sidelnik
Alex Nicolau
Alexander G. Schwing
Alexander Grund
Alexander Merritt
Alexandros Papakonstantinou
Alexey Titov
Ali Hassani
Aloke Gupta
Anand Ramachandran
Anant Agarwal
Andrew R. Trick
Andy Wolfe
Antonio J. Peña
Aqeel Mahesri
Arjun P. Athreya
Arpandeep Khatua
B. Ramakrishna Rau
Barbara M. Chapman
Bastiaan Aarts
Ben-Chung Cheng
View all 345 co-authors