Yuequn Liu

According to our database, Yuequn Liu authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

An identifiable cost-aware causal decision-making framework using counterfactual reasoning.

Ruichu Cai, Xi Chen, Jie Qiao, Zijian Li, Yuequn Liu, Wei Chen, Keli Zhang, Jiale Zheng

Neural Networks, 2026

2025

Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting.

Ruichu Cai, Haiqin Huang, Zhifang Jiang, Zijian Li, Changze Zhou, Yuequn Liu, Yuming Liu, Zhifeng Hao

CoRR, February, 2025

StateHPs: State Hawkes processes for Granger causal discovery from non-stationary event sequences.

Yuequn Liu, Guangdong Sun, Ruichu Cai, Zijian Li, 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, Zhifan Jiang, Zijian Li, Changze Zhou, Yuequn Liu, Yuming Liu, Zhifeng Hao

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences.

Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2022

Learning granger causality for non-stationary Hawkes processes.

Wei Chen, Jibin Chen, Ruichu Cai, Yuequn Liu, Zhifeng Hao

Neurocomputing, 2022

Causal Alignment Based Fault Root Causes Localization for Wireless Network.

Yuequn Liu, Wenhui Zhu, Jie Qiao, Zhiyi Huang, Yu Xiang, Xuanzhi Chen, Wei Chen, Ruichu Cai

Proceedings of the IEEE International Conference on Acoustics, 2022