no code implementations • 8 May 2024 • Juan He, Xiaoyan Wang, Long Chen, Yunpeng Cai, Zhengshan Wang
To address this issue, we propose an innovative approach based on deep learning to predict the progression of wound healing by analyzing collagen fiber features in histological images of wound tissue.
no code implementations • 12 Jun 2023 • Ruitao Xie, Jingbang Chen, Limai Jiang, Rui Xiao, Yi Pan, Yunpeng Cai
Class association embedding distills the global class-related features of all instances into a unified domain with well separation between classes.
no code implementations • 12 Sep 2020 • Chaojie Ji, Hongwei Chen, Ruxin Wang, Yunpeng Cai, Hongyan Wu
Clustering the nodes of an attributed graph, in which each node is associated with a set of feature attributes, has attracted significant attention.
no code implementations • 14 Aug 2020 • Chaojie Ji, Yijia Zheng, Ruxin Wang, Yunpeng Cai, Hongyan Wu
In this study, we present a novel molecular optimization paradigm, Graph Polish, which changes molecular optimization from the traditional "two-language translating" task into a "single-language polishing" task.
no code implementations • 9 Apr 2020 • Chaojie Ji, Ruxin Wang, Rongxiang Zhu, Yunpeng Cai, Hongyan Wu
Due to the cost of labeling nodes, classifying a node in a sparsely labeled graph while maintaining the prediction accuracy deserves attention.