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信息科学与技术学院 [34]

生物医学工程学院 [6]

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浏览/检索结果: 共39条，第1-10条

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	Multi-level sparse network lasso: Locally sparse learning with flexible sample clusters 期刊论文 NEUROCOMPUTING, 2025, 卷号: 635 作者: Fei, Luhuan; Wang, Xinyi; Wang, Jiankun; Sun, Lu; Zhang, Yuyao Adobe PDF(3646Kb) \| 收藏 \| 浏览/下载：64/1 \| 提交时间：2025/03/28 Adversarial machine learning Contrastive Learning Clusterings Features selection Group level Multi-level network lasso Multi-level networks Multilevels Sample clustering Sparse learning Sparse network Traditional learning
	Robust multi-view subspace clustering with missing data by aligning nonlinear manifolds 期刊论文 PATTERN RECOGNITION, 2025, 卷号: 161 作者: Mao, Zhan-Wang; Sun, Lu; Wu, Youlong Adobe PDF(1513Kb) \| 收藏 \| 浏览/下载：154/3 \| 提交时间：2025/01/10 Adversarial machine learning Contrastive Learning Data assimilation Spatio-temporal data High-dimensional Higher-dimensional Incomplete view Missing data Multi-view learning Multi-views Multiple views Nonlinear manifolds Subspace clustering
	Predicting infant brain connectivity with federated multi-trajectory GNNs using scarce data 期刊论文 MEDICAL IMAGE ANALYSIS, 2025, 卷号: 102 作者: Pistos, Michalis; Li, Gang; Lin, Weili; Shen, Dinggang; Rekik, Islem Adobe PDF(5127Kb) \| 收藏 \| 浏览/下载：43/1 \| 提交时间：2025/04/11 Adversarial machine learning Contrastive Learning Graph neural networks Prediction models Brain connectivity Connectomics Data scarcity Graph neural networks Learning frameworks Longitudinal connectomic dataset Multi-modal Multimodal brain graph evolution prediction Single-baseline Trajectory prediction
	无权访问的条目会议论文作者: Liu, Qianyu(刘芊渝); Li, Xinran(李欣然); Du, Xiaocong(杜晓聪); Li, Quan(李权) Adobe PDF(6100Kb) \| 收藏 \| 浏览/下载：24/5 \| 提交时间：2025/03/12
	DropNaE: Alleviating irregularity for large-scale graph representation learning 期刊论文 NEURAL NETWORKS, 2025, 卷号: 183 作者: Liu, Xin; Xiong, Xunbin; Yan, Mingyu; Xue, Runzhen; Pan, Shirui Adobe PDF(1802Kb) \| 收藏 \| 浏览/下载：125/2 \| 提交时间：2024/12/27 Adversarial machine learning Federated learning Graph algorithms Knowledge graph Algorithm on graph representation learning Efficient large-scale graph representation learning Graph neural networks Graph representation Irregularity Large-scales Neural networks trainings Real-world graphs Real-world scenario
	Progressive self-supervised learning: A pre-training method for crowd counting 期刊论文 PATTERN RECOGNITION LETTERS, 2025, 卷号: 188, 页码: 148-154 作者: Gu, Yao; Zheng, Zhe; Wu, Yingna; Xie, Guangping; Ni, Na Adobe PDF(2000Kb) \| 收藏 \| 浏览/下载：117/2 \| 提交时间：2025/02/12 Adversarial machine learning Contrastive Learning Federated learning Crowd counting Dataset construction Feature representation Images classification Learning methods Learning process Modeling performance Pre-training Supervised learning approaches Training methods
	Performance Evaluation of Reddit Comments Using Machine Learning and Natural Language Processing Methods in Sentiment Analysis 会议论文 MECHANISMS AND MACHINE SCIENCE, Singapore, Singapore, August 3, 2024 - August 6, 2024 作者: Zhang, Xiaoxia; Qi, Xiuyuan; Teng, Zixin 收藏 \| 浏览/下载：59/0 \| 提交时间：2025/02/12 Adversarial machine learning Contrastive Learning Natural language processing systems Fine grained Language processing Learning languages Machine-learning Natural language processing Natural languages Performances evaluation Reddit RoBERTa Sentiment analysis
	A Progressive Single-Modality to Multi-modality Classification Framework for Alzheimer’s Disease Sub-type Diagnosis 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Marrakesh, Morocco, October 10, 2024 - October 10, 2024 作者: Liu, Yuxiao; Liu, Mianxin; Zhang, Yuanwang; Sun, Kaicong; Shen, Dinggang 收藏 \| 浏览/下载：103/0 \| 提交时间：2025/01/10 Adversarial machine learning Contrastive Learning Cost benefit analysis Data acquisition Diagnosis Large datasets Alzheimer Alzheimer’s disease Clinical guideline Explanation analyze High costs Multi-modality Multi-modality fusion Multi-stage framework Multi-stages Multiple modalities
	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：231/3 \| 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
	Spatial enhanced multi-level alignment learning for text-image person re-identification with coupled noisy labels 期刊论文 MULTIMEDIA SYSTEMS, 2025, 卷号: 31, 期号: 2 作者: Jiacheng Zhao(赵佳程); Haojie Che(车浩杰); Yongxi Li(李泳锡) Adobe PDF(1617Kb) \| 收藏 \| 浏览/下载：72/4 \| 提交时间：2025/03/12 Adversarial machine learning Contrastive Learning Feature extraction Image coding Image denoising Natural language processing systems Optical character recognition Query languages Structured Query Language Cross-modal Cross-modal alignment Language description Multilevels Natural languages Noisy correspondence Noisy labels Person re identifications Text images Text-image person re-identification

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