573 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Sun Yat-sen UniversityCN8 papers
- Singapore University of Technology and DesignSG7 papers
- North West Agriculture and Forestry University6 papers
- Beihang UniversityCN5 papers
- Southeast UniversityCN5 papers
- Zhejiang UniversityCN5 papers
- Australian National UniversityAU4 papers
- Chinese Academy of SciencesCN4 papers
- Northwestern Polytechnical UniversityCN4 papers
- Xidian UniversityCN4 papers
- Bauhaus-Universität WeimarDE3 papers
- Graduate School of China Academy of Engineering PhysicsCN3 papers
4 papers · 1 filter
Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction
Zexing Zhao, Guangsi Shi, Xiaopeng Wu +3
Molecular property prediction is a key component of AI-driven drug discovery and molecular characterization learning. Despite recent advances, existing methods still face challenge…
Modeling Long-term Dependencies and Short-term Correlations in Patient Journey Data with Temporal Attention Networks for Health Prediction
Yuxi Liu, Zhenhao Zhang, Antonio Jimeno Yepes +1
Building models for health prediction based on Electronic Health Records (EHR) has become an active research area. EHR patient journey data consists of patient time-ordered clinica…
Rethinking preventing class-collapsing in metric learning with margin-based losses
Elad Levi, Tete Xiao, Xiaolong Wang +1
Metric learning seeks perceptual embeddings where visually similar instances are close and dissimilar instances are apart, but learned representations can be sub-optimal when the d…
Solving Optimization Problems through Fully Convolutional Networks: an Application to the Travelling Salesman Problem
Zhengxuan Ling, Xinyu Tao, Yu Zhang +1
In the new wave of artificial intelligence, deep learning is impacting various industries. As a closely related area, optimization algorithms greatly contribute to the development…