Causal Alignment Based Fault Root Causes Localization for Wireless Network. - Yuequn Liu; Wenhui Zhu; Jie Qiao; Zhiyi Huang 008; Yu Xiang; Xuanzhi Chen; Wei Chen 103; Ruichu Cai (ICASSP, 2022)

Learning granger causality for non-stationary Hawkes processes. - Wei Chen 103; Jibin Chen; Ruichu Cai; Yuequn Liu; Zhifeng Hao (Neurocomputing, 2022)

TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. - Yuequn Liu; Ruichu Cai; Wei Chen 103; Jie Qiao; Yuguang Yan; Zijian Li 001; Keli Zhang; Zhifeng Hao (AAAI, 2024)

Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting. - Ruichu Cai; Haiqin Huang; Zhifan Jiang; Zijian Li 001; Changze Zhou; Yuequn Liu; Yuming Liu; Zhifeng Hao (AAAI, 2025)

StateHPs: State Hawkes processes for Granger causal discovery from non-stationary event sequences. - Yuequn Liu; Guangdong Sun; Ruichu Cai; Zijian Li 001; Keli Zhang; Lujia Pan; Zhifeng Hao (Inf. Sci., 2025)

Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting. - Ruichu Cai; Haiqin Huang; Zhifang Jiang; Zijian Li 001; Changze Zhou; Yuequn Liu; Yuming Liu; Zhifeng Hao (CoRR, 2025)

An Identifiable Cost-Aware Causal Decision-Making Framework Using Counterfactual Reasoning. - Ruichu Cai; Xi Chen; Jie Qiao; Zijian Li 001; Yuequn Liu; Wei Chen 103; Keli Zhang; Jiale Zheng (CoRR, 2025)