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2020 – today
- 2026
[j3]Ruichu Cai
, Xi Chen, Jie Qiao, Zijian Li, Yuequn Liu, Wei Chen, Keli Zhang, Jiale Zheng:
An identifiable cost-aware causal decision-making framework using counterfactual reasoning. Neural Networks 195: 108237 (2026)- 2025
- [j2]Yuequn Liu, Guangdong Sun, Ruichu Cai, Zijian Li, Keli Zhang, Lujia Pan, Zhifeng Hao:
StateHPs: State Hawkes processes for Granger causal discovery from non-stationary event sequences. Inf. Sci. 718: 122422 (2025) - [c3]Ruichu Cai, Haiqin Huang, Zhifan Jiang, Zijian Li, Changze Zhou, Yuequn Liu, Yuming Liu, Zhifeng Hao:
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting. AAAI 2025: 15641-15649 - [i3]Ruichu Cai, Haiqin Huang, Zhifang Jiang, Zijian Li, Changze Zhou, Yuequn Liu, Yuming Liu, Zhifeng Hao:
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting. CoRR abs/2502.12603 (2025) - [i2]Ruichu Cai, Xi Chen, Jie Qiao, Zijian Li, Yuequn Liu, Wei Chen, Keli Zhang, Jiale Zheng:
An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning. CoRR abs/2505.08343 (2025) - 2024
- [c2]Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao:
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. AAAI 2024: 20491-20499 - 2023
- [i1]Ruichu Cai, Yuequn Liu, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao:
TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. CoRR abs/2306.14114 (2023) - 2022
- [j1]Wei Chen, Jibin Chen, Ruichu Cai, Yuequn Liu, Zhifeng Hao:
Learning granger causality for non-stationary Hawkes processes. Neurocomputing 468: 22-32 (2022) - [c1]Yuequn Liu, Wenhui Zhu, Jie Qiao, Zhiyi Huang, Yu Xiang, Xuanzhi Chen, Wei Chen, Ruichu Cai:
Causal Alignment Based Fault Root Causes Localization for Wireless Network. ICASSP 2022: 9311-9315
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