no code implementations • 17 Apr 2024 • Haotian Chen, Xinjie Shen, Zeqi Ye, Xiao Yang, Xu Yang, Weiqing Liu, Jiang Bian
The progress of humanity is driven by those successful discoveries accompanied by countless failed experiments.
no code implementations • 21 Mar 2024 • Yujian Liu, Ruoxuan Wu, Xinjie Shen, Zihuang Lu, Lingyu Liang, Haiyu Zhou, Shipu Xu, Shaoai Cai, Shidang Xu
In the realm of digital pathology, multi-magnification Multiple Instance Learning (multi-mag MIL) has proven effective in leveraging the hierarchical structure of Whole Slide Images (WSIs) to reduce information loss and redundant data.
1 code implementation • 8 Mar 2024 • Danyang Wu, Xinjie Shen, Jitao Lu, Jin Xu, Feiping Nie
Existing multigraph convolution methods either ignore the cross-view interaction among multiple graphs, or induce extremely high computational cost due to standard cross-view polynomial operators.
1 code implementation • 5 Mar 2024 • Xiangyu Li, Xinjie Shen, Yawen Zeng, Xiaofen Xing, Jin Xu
However, compared with financial institutions, it is not easy for ordinary investors to mine factors and analyze news.
Ranked #1 on Stock Market Prediction on Astock
no code implementations • 2 Oct 2023 • Xinjie Shen, Danyang Wu, Jitao Lu, Junjie Liang, Jin Xu, Feiping Nie
Moreover, applications of pseudo labels in graph neural networks (GNNs) oversee the difference between graph learning and other machine learning tasks such as message passing mechanism.