Zobrazeno 1 - 10
of 79
pro vyhledávání: '"Xu, Hongjia"'
Autor:
Zheng, Zhuonan, Zhou, Sheng, Xu, Hongjia, Gu, Ming, Xu, Yilun, Li, Ao, Li, Yuhong, Gu, Jingjun, Bu, Jiajun
Graph Neural Networks (GNNs) have achieved remarkable success in various graph mining tasks by aggregating information from neighborhoods for representation learning. The success relies on the homophily assumption that nearby nodes exhibit similar be
Externí odkaz:
http://arxiv.org/abs/2405.20640
Autor:
Zheng, Zhuonan, Bei, Yuanchen, Zhou, Sheng, Ma, Yao, Gu, Ming, XU, HongJia, Lai, Chengyu, Chen, Jiawei, Bu, Jiajun
Graph Neural Networks (GNNs) have demonstrated strong performance in graph mining tasks due to their message-passing mechanism, which is aligned with the homophily assumption that adjacent nodes exhibit similar behaviors. However, in many real-world
Externí odkaz:
http://arxiv.org/abs/2405.17768
Analytics on large-scale graphs have posed significant challenges to computational efficiency and resource requirements. Recently, Graph condensation (GC) has emerged as a solution to address challenges arising from the escalating volume of graph dat
Externí odkaz:
http://arxiv.org/abs/2402.02000
3D convolutional neural networks have revealed superior performance in processing volumetric data such as video and medical imaging. However, the competitive performance by leveraging 3D networks results in huge computational costs, which are far bey
Externí odkaz:
http://arxiv.org/abs/2211.04031
Autor:
Zhou, Sheng, Xu, Hongjia, Zheng, Zhuonan, Chen, Jiawei, li, Zhao, Bu, Jiajun, Wu, Jia, Wang, Xin, Zhu, Wenwu, Ester, Martin
Clustering is a fundamental machine learning task which has been widely studied in the literature. Classic clustering methods follow the assumption that data are represented as features in a vectorized form through various representation learning tec
Externí odkaz:
http://arxiv.org/abs/2206.07579
Publikováno v:
In Food Bioscience June 2023 53
Publikováno v:
In Journal of Drug Delivery Science and Technology December 2022 78
Autor:
Zheng, Lijun, Xu, Hongjia, Hu, Hao, Ruan, Jingxin, Shi, Caihong, Cao, Jiaqing, Zhang, Xiangrong
Publikováno v:
In Food Bioscience October 2022 49
Autor:
Liu, Weicong, Pan, Ying, Zhong, Yingtao, Li, Baohong, Ding, Qiongjie, Xu, Hongjia, Qiu, Yuzhi, Ren, Fei, Li, Bo, Muddassir, Mohd., Liu, Jianqiang
Publikováno v:
In Chemical Engineering Journal 15 May 2021 412
Autor:
Hu, Caiping1 (AUTHOR), Xu, Hongjia2 (AUTHOR), Fu, Zhaoming2 (AUTHOR), Wu, Bin3 (AUTHOR) wubin@chzc.edu.cn, Zhang, Rui2 (AUTHOR), Zhi, Chenhong2 (AUTHOR)
Publikováno v:
International Journal of Food Properties. 2023, Vol. 26 Issue 2, p3275-3290. 16p. 2 Charts, 7 Graphs.