Songgaojun (Amy) Deng
Stevens Institute of Technology
H-index: 5
North America-United States
Top articles of Songgaojun (Amy) Deng
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Domain Generalization for Time Series Forecasting | ACM Transactions on Knowledge Discovery from Data | Songgaojun Deng Olivier Sprangers Ming Li Sebastian Schelter Maarten de Rijke | 2024/2 |
Noise-guided Unsupervised Outlier Detection | Zifeng Wan You LiAC Yun Lei Tianyuan Xu Songgaojun Deng | 2023/10/13 | |
SimGCL: Graph Contrastive Learning by Finding Homophily in Heterophily | Knowledge and Information Systems | Cheng Liu Chenhuan Yu Ning Gui Zhiwu Yu Songgaojun Deng | 2024/3 |
Causality enhanced societal event forecasting with heterogeneous graph learning | Songgaojun Deng Huzefa Rangwala Yue Ning | 2022 | |
Robust Event Forecasting with Spatiotemporal Confounder Learning | Songgaojun Deng Huzefa Rangwala Yue Ning | 2022/8/14 | |
Modeling and Understanding Societal Events via Graph Neural Networks | Songgaojun Deng | 2022 | |
Causal Knowledge Guided Societal Event Forecasting | arXiv preprint arXiv:2112.05695 | Songgaojun Deng Huzefa Rangwala Yue Ning | 2021/12/10 |
Understanding event predictions via contextualized multilevel feature learning | Songgaojun Deng Huzefa Rangwala Yue Ning | 2021/10/26 | |
A survey on societal event forecasting with deep learning | arXiv preprint arXiv:2112.06345 | Songgaojun Deng Yue Ning | 2021/12/12 |
Cola-gnn: Cross-location attention based graph neural networks for long-term ili prediction | Songgaojun Deng Shusen Wang Huzefa Rangwala Lijing Wang Yue Ning | 2020/10/19 | |
Dynamic knowledge graph based multi-event forecasting | Songgaojun Deng Huzefa Rangwala Yue Ning | 2020/8/23 |
