Songgaojun Deng

19 papers A* 6A 2Journal 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AdversaRiskQA: An Adversarial Factuality Benchmark for High-Risk Domains. CoRR Adam Szelestey, Sofie van Engelen, Tianhao Huang, Justin Snelders, Qintao Zeng, Songgaojun Deng
2025	J	`jnl`	Beyond Natural Language Plans: Structure-Aware Planning for Query-Focused Table Summarization. CoRR Weijia Zhang, Songgaojun Deng, Evangelos Kanoulas
2025	J	`jnl`	Mitigating Social Desirability Bias in Random Silicon Sampling. CoRR Sashank Chapala, Maksym Mironov, Songgaojun Deng
2024	A*	`conf`	Advances in Human Event Modeling: From Graph Neural Networks to Language Models. KDD Songgaojun Deng, Maarten de Rijke, Yue Ning
2024	J	`jnl`	Domain Generalization in Time Series Forecasting. ACM Trans. Knowl. Discov. Data Songgaojun Deng, Olivier Sprangers, Ming Li, Sebastian Schelter, Maarten de Rijke
2024	A*	`conf`	Frequency Adaptive Normalization For Non-stationary Time Series Forecasting. NeurIPS Weiwei Ye, Songgaojun Deng, Qiaosha Zou, Ning Gui
2024	J	`jnl`	Frequency Adaptive Normalization For Non-stationary Time Series Forecasting. CoRR Weiwei Ye, Songgaojun Deng, Qiaosha Zou, Ning Gui
2024	J	`jnl`	Learning Latent Spaces for Domain Generalization in Time Series Forecasting. CoRR Songgaojun Deng, Maarten de Rijke
2024	J	`jnl`	SimGCL: graph contrastive learning by finding homophily in heterophily. Knowl. Inf. Syst. Cheng Liu, Chenhuan Yu, Ning Gui, Zhiwu Yu, Songgaojun Deng
2022	A*	`conf`	Causality Enhanced Societal Event Forecasting With Heterogeneous Graph Learning. ICDM Songgaojun Deng, Huzefa Rangwala, Yue Ning
2022	A*	`conf`	Robust Event Forecasting with Spatiotemporal Confounder Learning. KDD Songgaojun Deng, Huzefa Rangwala, Yue Ning
2021	J	`jnl`	A Survey on Societal Event Forecasting with Deep Learning. CoRR Songgaojun Deng, Yue Ning
2021	J	`jnl`	Causal Knowledge Guided Societal Event Forecasting. CoRR Songgaojun Deng, Huzefa Rangwala, Yue Ning
2021	A	`conf`	Understanding Event Predictions via Contextualized Multilevel Feature Learning. CIKM Songgaojun Deng, Huzefa Rangwala, Yue Ning
2020	A	`conf`	Cola-GNN: Cross-location Attention based Graph Neural Networks for Long-term ILI Prediction. CIKM Songgaojun Deng, Shusen Wang, Huzefa Rangwala, Lijing Wang, Yue Ning
2020	A*	`conf`	Dynamic Knowledge Graph based Multi-Event Forecasting. KDD Songgaojun Deng, Huzefa Rangwala, Yue Ning
2019	J	`jnl`	Exploration of a mechanism to form bionic, self-growing and self-organizing neural network. Artif. Intell. Rev. Xu Yang, Guo Liu, Songgaojun Deng, Zichao Wei, Hu He, Yingjie Shang, Ning Deng
2019	J	`jnl`	Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction. CoRR Songgaojun Deng, Shusen Wang, Huzefa Rangwala, Lijing Wang, Yue Ning
2019	A*	`conf`	Learning Dynamic Context Graphs for Predicting Social Events. KDD Songgaojun Deng, Huzefa Rangwala, Yue Ning