Songgaojun Deng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Short Term Prediction

Causal Knowledge

Top Venues

Artif. Intell. Rev.

Publications

Songgaojun Deng, Maarten de Rijke, Yue Ning
Advances in Human Event Modeling: From Graph Neural Networks to Language Models. KDD (2024)
Cheng Liu, Chenhuan Yu, Ning Gui, Zhiwu Yu, Songgaojun Deng
SimGCL: graph contrastive learning by finding homophily in heterophily. Knowl. Inf. Syst. 66 (3) (2024)
Songgaojun Deng, Olivier Sprangers, Ming Li, Sebastian Schelter, Maarten de Rijke
Domain Generalization in Time Series Forecasting. ACM Trans. Knowl. Discov. Data 18 (5) (2024)
Songgaojun Deng, Huzefa Rangwala, Yue Ning
Robust Event Forecasting with Spatiotemporal Confounder Learning. KDD (2022)
Songgaojun Deng, Huzefa Rangwala, Yue Ning
Causality Enhanced Societal Event Forecasting With Heterogeneous Graph Learning. ICDM (2022)
Songgaojun Deng, Yue Ning
A Survey on Societal Event Forecasting with Deep Learning. CoRR (2021)
Songgaojun Deng, Huzefa Rangwala, Yue Ning
Understanding Event Predictions via Contextualized Multilevel Feature Learning. CIKM (2021)
Songgaojun Deng, Huzefa Rangwala, Yue Ning
Causal Knowledge Guided Societal Event Forecasting. CoRR (2021)
Songgaojun Deng, Shusen Wang, Huzefa Rangwala, Lijing Wang, Yue Ning
Cola-GNN: Cross-location Attention based Graph Neural Networks for Long-term ILI Prediction. CIKM (2020)
Songgaojun Deng, Huzefa Rangwala, Yue Ning
Dynamic Knowledge Graph based Multi-Event Forecasting. KDD (2020)
Xu Yang, Guo Liu, Songgaojun Deng, Zichao Wei, Hu He, Yingjie Shang, Ning Deng
Exploration of a mechanism to form bionic, self-growing and self-organizing neural network. Artif. Intell. Rev. 52 (1) (2019)
Songgaojun Deng, Huzefa Rangwala, Yue Ning
Learning Dynamic Context Graphs for Predicting Social Events. KDD (2019)
Songgaojun Deng, Shusen Wang, Huzefa Rangwala, Lijing Wang, Yue Ning
Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction. CoRR (2019)