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上海科技大学知识管理系统
ShanghaiTech University Knowledge Management System
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Accelerating Mini-batch HGNN Training by Reducing CUDA Kernels
会议论文
LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Macau, China, October 29, 2024 - October 31, 2024
作者:
Wu, Meng
;
Qiu, Jingkai
;
Yan, Mingyu
;
Li, Wenming
;
Zhang, Yang
收藏
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浏览/下载:139/0
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提交时间:2025/03/14
Computer graphics equipment - Digital storage - Graphics processing unit - Heterogeneous networks
Feature matrices - Graph neural networks - Heterogeneous graph - Heterogeneous graph neural network - Memory bounds - Neural networks trainings - Semantics Information - Single kernel - Structure information - Time bound
Portus: Efficient DNN Checkpointing to Persistent Memory with Zero-Copy
会议论文
2024 IEEE 44TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS), Jersey City, NJ, USA, 23-26 July 2024
作者:
Yuanhao Li
;
Tianyuan Wu
;
Guancheng Li
;
Yanjie Song
;
Shu Yin
Adobe PDF(1359Kb)
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浏览/下载:308/12
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提交时间:2024/08/26
Graphics processing unit
Memory architecture
Problem oriented languages
Static random access storage
Check pointing
Index structure
Model training
Performance
Persistence memory
Persistent memory
RDMA
System for AI
Three-level
Zero copy
An FPGA Accelerator for 3D Cone-beam Sparse-view Computed Tomography Reconstruction
会议论文
2024 IEEE INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE CIRCUITS AND SYSTEMS, Abu Dhabi, United Arab Emirates, 22-25 April 2024
作者:
Gu YH(顾雨涵)
;
Wu Q(吴晴)
;
Yuan ZC(袁哲晨)
;
Zhang XY(张湘煜)
;
Su WY(苏文艳)
Adobe PDF(2638Kb)
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浏览/下载:305/3
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提交时间:2024/05/30
Computer graphics
Computerized tomography
Energy efficiency
Graphics processing unit
Image reconstruction
Ionizing radiation
Medical imaging
Program processors
3d self-supervised projection network
Computed tomography
Cone beam
Cross sectional image
FPGA accelerator
Human bodies
Imaging method
Projection network
Sparse-view computed tomography
Tomography reconstruction
GaussianPro: 3D Gaussian Splatting with Progressive Propagation
会议论文
PROCEEDINGS OF MACHINE LEARNING RESEARCH, Vienna, Austria, July 21, 2024 - July 27, 2024
作者:
Cheng, Kai
;
Long, Xiaoxiao
;
Yang, Kaizhi
;
Yao, Yao
;
Yin, Wei
收藏
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浏览/下载:153/0
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提交时间:2024/10/11
3D modeling
Rendering (computer graphics)
Stereo image processing
Gaussians
High-fidelity
Higher efficiency
Large-scales
Motion techniques
Optimization quality
Point-clouds
Scale-scene
Splatting
Structure from motion
Exploiting Contextual Objects and Relations for 3D Visual Grounding
会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), null,New Orleans,LA, DEC 10-16, 2023
作者:
收藏
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浏览/下载:134/0
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提交时间:2024/07/15
3D modeling
Adversarial machine learning
Contrastive Learning
Electric grounding
Natural language processing systems
Object detection
Supervised learning
Three dimensional computer graphics
Visual languages
3D scenes
Contextual information
Detection networks
Modular network
Natural languages
Objects detection
Real world environments
Scene-based
Target object
Visual objects
An Energy-Efficient Stream-Based FPGA Implementation of Feature Extraction Algorithm for LiDAR Point Clouds With Effective Local-Search
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I: REGULAR PAPERS, 2023, 卷号: 70, 期号: 1, 页码: 1-13
作者:
Sun, Hao
;
Deng, Qi
;
Liu, Xinzhe
;
Shu, Yuhao
;
Ha, Yajun
Adobe PDF(3454Kb)
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浏览/下载:514/0
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提交时间:2022/11/25
Computer graphics
Energy efficiency
Extraction
Feature extraction
Field programmable gate arrays (FPGA)
Graphics processing unit
Matrix algebra
Program processors
Robotics
Features extraction
Field programmable gate array
Field programmables
Local search
Localization and mappings
Point cloud compression
Point-clouds
Programmable gate array
Simultaneously localization and mapping
Sparse matrices
Task analysis
A Recursion and Lock Free GPU-based Logic Rewriting Framework Exploiting Both Intra-node and Inter-node Parallelism
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Li, Lin
;
Li, Rui
;
Ha, Yajun
Adobe PDF(7297Kb)
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收藏
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浏览/下载:442/2
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提交时间:2023/03/17
Boolean functions
Computer circuits
Computer graphics
Concurrency control
Data structures
Locks (fasteners)
Logic Synthesis
Program processors
AIG rewriting
GPU accelerations
Instruction set
Lock-free
Logic rewriting
Parallel processing
Recursions
Rewriting algorithm
Schedule
Time consuming techniques
Critique of MemXCT: memory-centric X-ray CT reconstruction with massive parallelization by SCC Team from ShanghaiTech University
期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 卷号: 33, 期号: 9, 页码: 2047-2049
作者:
Yuchen Liu
;
Yixuan Meng
;
Kaiyuan Xu
;
Zijun Xu
;
Tianyuan Wu
Adobe PDF(946Kb)
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收藏
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浏览/下载:502/0
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提交时间:2021/12/17
Computer graphics
Computerized tomography
Graphics processing unit
Image reconstruction
Iterative methods
Matrix algebra
Memory architecture
Program processors
Graphic processing unit
Graphics processing
MemXCT
Performances evaluation
Processing units
Reproducibilities
Reproducibility of result
Sparse matrices
Spstudent cluster challenge
GPU Optimization for High-Quality Kinetic Fluid Simulation
期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2022, 卷号: 28, 期号: 9
作者:
Yixin Chen
;
Wei Li
;
Rui Fan
;
Xiaopei Liu
Adobe PDF(10820Kb)
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收藏
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浏览/下载:1234/426
|
提交时间:2021/04/23
Kinetic theory
Mathematical model
Graphics processing units
Computational modeling
Solids
Optimization
Adaptation models
GPU optimization
parallel computing
fluid simulation
lattice Boltzmann method
immersed boundary method
Cache-locality Based Adaptive Warp Scheduling for Neural Network Acceleration on GPGPUs
会议论文
INTERNATIONAL SYSTEM ON CHIP CONFERENCE, Belfast, Northern Ireland, United kingdom, September 5, 2022 - September 8, 2022
作者:
Hu, Weiming
;
Zhou, Yi
;
Quan, Ying
;
Wang, Yuanfeng
;
Lou, Xin
Adobe PDF(1352Kb)
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收藏
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浏览/下载:342/0
|
提交时间:2022/11/11
Convolution
Graphics processing unit
Multilayer neural networks
Network layers
Neural network models
Program processors
Scheduling
Cache locality
Convolutional neural network
General purpose graph processing unit
Graph processing
Neural network model
Performance
Processing units
Scheduling policies
Warp scheduling
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