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	DHSampling: Diversity-Based Hyperedge Sampling in GNN Learning with Application to Medical Imaging Classification 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 6, 2024 - October 6, 2024 作者: Liu, Jiameng; Pala, Furkan; Rekik, Islem; Shen, Dinggang Adobe PDF(1654Kb) \| 收藏 \| 浏览/下载：222/3 \| 提交时间：2024/11/29 Adversarial machine learning Contrastive Learning Graph embeddings Graph neural networks Network embeddings Network theory (graphs) Clinical data Diversity-based sampling Efficient graph neural network learning Embeddings Graph neural networks Hyperedges Large-scales Neural network learning Subgraphs Topology and embedding diversity
	DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels 会议论文 LECTURE NOTES IN COMPUTER SCIENCE, Marrakesh, Morocco, October 6, 2024 - October 6, 2024 作者: Jia, Dengqiang; Yang, Xinnian; Xiong, Xiaosong; Huang, Shijie; Hou, Feiyu 收藏 \| 浏览/下载：32/0 \| 提交时间：2025/04/11 Deep learning Image annotation Image segmentation Magnetic resonance imaging Medical image processing Network theory (graphs) Cerebral vessels Coronary CTA Deep learning Dynamics simulation Mesh reconstruction MRA Structured mesh Vascular Vascular graph
	GNNDrive: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training 会议论文 ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, Gotland, Sweden, August 12, 2024 - August 15, 2024 作者: Jiang, Qisheng; Jia, Lei; Wang, Chundong Adobe PDF(1831Kb) \| 收藏 \| 浏览/下载：324/3 \| 提交时间：2024/09/20 Buffer storage Memory management Network theory (graphs) Asynchronous I/O Disk-based Disk-based training Graph neural networks Higher dimensional features I/O congestion Large graphs Memory contentions Neural networks trainings State of the art
	SGTR+: End-to-End Scene Graph Generation With Transformer 期刊论文 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 4, 页码: 2191-2205 作者: Li, Rongjie; Zhang, Songyang; He, Xuming Adobe PDF(4458Kb) \| 收藏 \| 浏览/下载：449/42 \| 提交时间：2023/12/22 Computer vision deep learning scene graph generation scene understanding visual relationship detection Benchmarking Deep learning Graph theory Graphic methods Job analysis Bipartite graphs Decoding Generator Graph generation Proposal Scene graph generation Scene understanding Scene-graphs Task analysis Transformer Visual relationship detection
	Distinguish the Indistinguishable: Spatial Personalized Transformer for Traffic Flow Forecast 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Jinhua, China, August 30, 2024 - September 1, 2024 作者: Chen, Ao; Cao, Shaosheng; Zhang, Haipeng Adobe PDF(28073Kb) \| 收藏 \| 浏览/下载：266/3 \| 提交时间：2024/09/20 Data flow graphs Graph embeddings Network theory (graphs) Accurate modeling Graph networks Graph neural networks Indistinguishability Spatial temporals Spatial-temporal forecast Temporal graphs Traffic flow forecast Traffic flow forecasting Traffic nodes
	Scalable Hybrid Beamforming for Multi-User MISO Systems: A Graph Neural Network Approach 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1 作者: Shaojun Wan; Zixin Wang; Yong Zhou Adobe PDF(2057Kb) \| 收藏 \| 浏览/下载：385/2 \| 提交时间：2024/06/03 Array processing Beam forming networks Beamforming Chains Complex networks Computer architecture Graph theory Network architecture Radio waves Spectrum efficiency Wireless networks Array signal processing Bipartite graph neural network Bipartite graphs Graph neural networks Hybrid beamforming Multiuser communication Radio frequency chains Radiofrequencies Sum-rate maximizations
	AASeg: Artery-aware Global-to-Local Framework for Aneurysm Segmentation in Head and Neck CTA Images 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2024, 卷号: PP, 期号: 99 作者: Linlin Yao; Dongdong Chen; Xiangyu Zhao; Manman Fei; Zhiyun Song Adobe PDF(20351Kb) \| 收藏 \| 浏览/下载：199/7 \| 提交时间：2024/11/28 Angiography Graphic methods Image segmentation Medical computing Network theory (graphs) Aneurysm segmentation Angiography images Centerline graph Centerlines Computed tomography angiography Geometric deep learning Head and neck Localisation Medical intervention Point-clouds
	Mapping the evolution of regional brain network efficiency and its association with cognitive abilities during the first twenty-eight months of life 期刊论文 DEVELOPMENTAL COGNITIVE NEUROSCIENCE, 2023, 卷号: 63 作者: Jiang, Weixiong; Zhou, Zhen; Li, Guoshi; Yin, Weiyan Adobe PDF(6180Kb) \| 收藏 \| 浏览/下载：284/1 \| 提交时间：2023/08/28 Longitudinal Development Brain network Graph theory RsfMRI Cognitive ability
	EXPLAINING TEMPORAL GRAPH MODELS THROUGH AN EXPLORER-NAVIGATOR FRAMEWORK 会议论文 11TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, ICLR 2023, Kigali, Rwanda, May 1, 2023 - May 5, 2023 作者: Xia, Wenwen; Lai, Mincai; Shan, Caihua; Zhang, Yao; Dai, Xinnan 收藏 \| 浏览/下载：163/0 \| 提交时间：2024/08/09 Combinatorial optimization Graph neural networks Graph theory Combinatorial optimization problems Graph model Graph neural networks Learn+ Performance Search spaces Speed up Temporal graphs Temporal prediction Tree-search
	Joint selection of brain network nodes and edges for MCI identification 期刊论文 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 卷号: 225 作者: Jiang, Xiao; Qiao, Lishan; De Leone, Renato; Shen, Dinggang Adobe PDF(3177Kb) \| 收藏 \| 浏览/下载：334/0 \| 提交时间：2022/10/14 Biomarkers Classification (of information) Diagnosis Feature Selection Graph theory Neurodegenerative diseases Risk perception Brain networks Brain regions Cognitive impairment Edge-based methods Features selection Functional brain graph Mild cognitive impairment identification Node-based Node-based method Sparse group LASSO

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