142 citations
- Chinese Academy of SciencesCN8 papers
- University of Chinese Academy of SciencesCN5 papers
- Institute of Theoretical PhysicsCN2 papers
- University of Science and Technology of ChinaCN2 papers
- Aalto UniversityFI1 paper
- Alibaba Group (China)CN1 paper
- ARC Centre of Excellence for Particle Physics at the TerascaleAU1 paper
- Beihang UniversityCN1 paper
- Beijing Institute of Big Data ResearchCN1 paper
- Beijing Union UniversityCN1 paper
- Beijing University of Posts and TelecommunicationsCN1 paper
- CAS Key Laboratory of Urban Pollutant ConversionCN1 paper
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2022★ 72 cited
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning
Lianghao Xia, Chao Huang, Yong Xu +4
Crime prediction is crucial for public safety and resource optimization, yet is very challenging due to two aspects: i) the dynamics of criminal patterns across time and space, cri…
cs.LG2021★ 2 cited
Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification
Zhengzheng Tang, Ziyue Qiao, Xuehai Hong +4
Data augmentation aims to generate new and synthetic features from the original data, which can identify a better representation of data and improve the performance and generalizab…
cs.LG2019★ 120 cited
Joint Ranking SVM and Binary Relevance with Robust Low-Rank Learning for Multi-Label Classification
Guoqiang Wu, Ruobing Zheng, Yingjie Tian +1
Multi-label classification studies the task where each example belongs to multiple labels simultaneously. As a representative method, Ranking Support Vector Machine (Rank-SVM) aims…