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Kun Wu 0002
Person information
- affiliation: University of Illinois Urbana-Champaign, IL, USA
Other persons with the same name
- Kun Wu — disambiguation page
- Kun Wu 0001
— Syracuse University, USA
- Kun Wu 0003 — Mechanical Engineering College, Shijiazhuang, China
- Kun Wu 0004
— Xi'an Jiaotong University, Xi'an, China
- Kun Wu 0005
— University of Leeds, Leeds, West Yorkshire, UK (and 1 more)
- Kun Wu 0006 — Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Kun Wu 0007
— Wireless research center of Huawei Co., Ltd., Shanghai, China (and 1 more)
- Kun Wu 0008
— Nanjing University of Information Science and Technology, Nanjing, China
- Kun Wu 0009 — Baidu Inc., Beijing, China (and 1 more)
- Kun Wu 0010
— Beihang University, Beijing, China
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Journal Articles
- 2021
- [j2]Seungwon Min, Kun Wu
, Sitao Huang, Mert Hidayetoglu
, Jinjun Xiong
, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu:
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. Proc. VLDB Endow. 14(11): 2087-2100 (2021) - [j1]Sitao Huang
, Kun Wu
, Hyunmin Jeong, Chengyue Wang, Deming Chen
, Wen-Mei Hwu
:
PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow. IEEE Trans. Computers 70(12): 2015-2028 (2021)
Conference and Workshop Papers
- 2024
- [c6]Kun Wu
, Mert Hidayetoglu
, Xiang Song
, Sitao Huang
, Da Zheng
, Israt Nisa
, Wen-Mei Hwu
:
Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures. ASPLOS (3) 2024: 528-544 - 2022
- [c5]Seungwon Min, Kun Wu
, Mert Hidayetoglu, Jinjun Xiong
, Xiang Song, Wen-Mei Hwu:
Graph Neural Network Training and Data Tiering. KDD 2022: 3555-3565 - 2021
- [c4]Sitao Huang, Kun Wu, Hyunmin Jeong, Chengyue Wang, Deming Chen, Wen-Mei Hwu:
PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow. FPGA 2021: 227-228 - [c3]Carl Pearson, Kun Wu
, I-Hsin Chung, Jinjun Xiong
, Wen-Mei Hwu:
TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes. HPDC 2021: 95-106 - [c2]Sitao Huang, Kun Wu, Sai Rahul Chalamalasetti, Izzat El Hajj, Cong Xu, Paolo Faraboschi, Deming Chen:
A Python-based High-Level Programming Flow for CPU-FPGA Heterogeneous Systems : (Invited Paper). PEHC@SC 2021: 20-26 - 2019
- [c1]Kun Wu
, Guohao Dai, Xing Hu, Shuangchen Li, Xinfeng Xie, Yu Wang, Yuan Xie:
Memory-Bound Proof-of-Work Acceleration for Blockchain Applications. DAC 2019: 177
Informal and Other Publications
- 2024
- [i6]Jeongmin Brian Park, Kun Wu, Vikram Sharma Mailthody, Zaid Qureshi, Scott A. Mahlke, Wen-Mei W. Hwu:
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme. CoRR abs/2407.15264 (2024) - 2023
- [i5]Kun Wu, Mert Hidayetoglu, Xiang Song, Sitao Huang, Da Zheng, Israt Nisa, Wen-Mei W. Hwu:
PIGEON: Optimizing CUDA Code Generator for End-to-End Training and Inference of Relational Graph Neural Networks. CoRR abs/2301.06284 (2023) - 2021
- [i4]Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu:
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses. CoRR abs/2101.07956 (2021) - [i3]Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-Mei W. Hwu:
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture. CoRR abs/2103.03330 (2021) - [i2]Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-mei W. Hwu:
Graph Neural Network Training with Data Tiering. CoRR abs/2111.05894 (2021) - 2020
- [i1]Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu:
Fast CUDA-Aware MPI Datatypes without Platform Support. CoRR abs/2012.14363 (2020)
Coauthor Index
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