Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks

22 August 2023

Hongwu Peng

Caiwen Ding

Papers citing "Accel-GCN: High-Performance GPU Accelerator Design for Graph Convolution Networks"

24 / 24 papers shown

Title
Cardiovascular Disease Detection By Leveraging Semi-Supervised Learning Shaohan Chen Zheyan Liu Huili Zheng Qimin Zhang Yiru Gong 86 0 0 13 Dec 2024
A Self-guided Multimodal Approach to Enhancing Graph Representation Learning for Alzheimer's Diseases Zhepeng Wang Runxue Bao Yawen Wu Guodong Liu Lei Yang Liang Zhan Feng Zheng Weiwen Jiang Yanfu Zhang 76 0 0 09 Dec 2024
LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting Te Li Mengze Zhang Yan Zhou 50 6 0 20 Oct 2024
TRIZ Method for Urban Building Energy Optimization: GWO-SARIMA-LSTM Forecasting model Shirong Zheng Shaobo Liu Zhenhong Zhang Dian Gu Chunqiu Xia Huadong Pang Enock Mintah Ampaw 38 3 0 20 Oct 2024
Optimizing Automated Picking Systems in Warehouse Robots Using Machine Learning Keqin Li Jin Wang Xubo Wu Xirui Peng Runmian Chang Xiaoyu Deng Yiwen Kang Yue Yang Fanghao Ni Bo Hong 38 37 0 29 Aug 2024
Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach Zecheng Zhang 32 8 0 22 Aug 2024
Recording Brain Activity While Listening to Music Using Wearable EEG Devices Combined with Bidirectional Long Short-Term Memory Networks Jingyi Wang Zhiqun Wang Guiran Liu 38 10 0 22 Aug 2024
Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis Lijuan Wang Yijia Hu Yan Zhou AI4TS 35 6 0 22 Aug 2024
Enhancing Visual Question Answering through Ranking-Based Hybrid Training and Multimodal Fusion Peiyuan Chen Zecheng Zhang Yiping Dong Li Zhou Han Wang 35 12 0 14 Aug 2024
The Design of Autonomous UAV Prototypes for Inspecting Tunnel Construction Environment Yiping Dong 34 13 0 14 Aug 2024
Advanced AI Framework for Enhanced Detection and Assessment of Abdominal Trauma: Integrating 3D Segmentation with 2D CNN and RNN Models Liheng Jiang Xuechun yang Chang Yu Zhizhong Wu Yuting Wang 51 19 0 23 Jul 2024
Multi-Scenario Combination Based on Multi-Agent Reinforcement Learning to Optimize the Advertising Recommendation System Yang Zhao Chang Zhou Jin Cao Yi Zhao Shaobo Liu Chiyu Cheng Xingchen Li 33 7 0 03 Jul 2024
Predict Click-Through Rates with Deep Interest Network Model in E-commerce Advertising Chang Zhou Yang Zhao Yuelin Zou Jin Cao Wenhan Fan Yi Zhao Chiyu Cheng 32 19 0 04 Jun 2024
Optimizing Search Advertising Strategies: Integrating Reinforcement Learning with Generalized Second-Price Auctions for Enhanced Ad Ranking and Bidding Chang Zhou Yang Zhao Jin Cao Yi Shen Xiaoling Cui Chiyu Cheng 29 24 0 22 May 2024
A Comparative Study on Enhancing Prediction in Social Network Advertisement through Data Augmentation Qikai Yang Panfeng Li Xinhe Xu Zhicheng Ding Wenjing Zhou Yi Nian 45 31 0 22 Apr 2024
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreements Jiahui Zhao Ziyi Meng Stepan Gordeev Zijie Pan Dongjin Song Sandro Steinbach Caiwen Ding 33 1 0 23 Jan 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners Jing Wu Suiyao Chen Qi Zhao Renat Sergazinov Chen Li ... Tianpei Xie Hanqing Guo Cheng Ji Daniel Cociorva Hakan Brunzel SSL 54 37 0 04 Jan 2024
MaxK-GNN: Extremely Fast GPU Kernel Design for Accelerating Graph Neural Networks Training Hongwu Peng Xi Xie Kaustubh Shivdikar Md Amit Hasan Jiahui Zhao Shaoyi Huang Omer Khan David Kaeli Caiwen Ding 32 37 0 14 Dec 2023
Evaluating Emerging AI/ML Accelerators: IPU, RDU, and NVIDIA/AMD GPUs Hongwu Peng Caiwen Ding Tong Geng Sutanay Choudhury Kevin J. Barker Ang Li 14 4 0 08 Nov 2023
Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices Zhepeng Wang Isaacshubhanand Putla Weiwen Jiang Youzuo Lin 24 2 0 14 Oct 2023
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference Hongwu Peng Ran Ran Yukui Luo Jiahui Zhao Shaoyi Huang ... Tong Geng Chenghong Wang Xiaolin Xu Wujie Wen Caiwen Ding 29 36 0 25 Sep 2023
Towards Sparsification of Graph Neural Networks Hongwu Peng Deniz Gurevin Shaoyi Huang Tong Geng Weiwen Jiang O. Khan Caiwen Ding GNN 30 24 0 11 Sep 2022
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices Yi Sheng Junhuan Yang Yawen Wu Kevin Mao Yiyu Shi Jingtong Hu Weiwen Jiang Lei Yang 67 28 0 23 Feb 2022
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration Xuan Kan Hejie Cui Carl Yang 73 40 0 11 Jul 2021