Ruichu Cai
|
- 教授
- Supervisor of Doctorate Candidates
- Supervisor of Master's Candidates
- Name (English):Ruichu Cai
- Name (Pinyin):Ruichu Cai
- Date of Employment:2010-07-01
- School/Department:Computer Science and Technology
- Education Level:博士
- Contact Information:cairuichu@gmail.com
- Degree:Doctor of Engineering
- Professional Title:教授
- Status:On-the-job
- Teacher College:School of Computer Science
Contact Information
- Email：
- Paper Publications
- Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Kun Zhang, Ruichu Cai*. Identification of Linear Latent Variable Model with Arbitrary Distribution. AAAI 2022 (CCF A类).
- Ruichu Cai, Zhaolong Lin, Wei Chen*, Zhifeng Hao. Shared state space model for background information extraction and time series prediction. Neurocomputing, 2022: 468: 85-96(SCI二区).
- Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang. THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. IEEE Transactions on Neural Networks and Learning Systems. 2022,35(1):479-493(SCI一区).
- Feng Xie*, Ruichu Cai*, Biwei Huang, Clark Glymour, Zhifeng Hao, Kun Zhang*. Generalized Independent Noise Condition for Estimating Linear Non-Gaussian Latent Variable Graphs. NeurIPS 2020 (CCF A类).
- Ruichu Cai*, Hao Zhang*, Wen Liu*, Shenghua Gao, Zhifeng Hao. Appearance-Motion Memory Consistency Network for Video Anomaly Detection. AAAI 2021 (CCF A类).
- Ruichu Cai*, Jiawei Chen, Zijian Li, Wen Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang. Time Series Domain Adaptation via Sparse Associative Structure Alignment. AAAI 2021 (CCF A类).
- Ruichu Cai, Jinjie Yuan, Boyan Xu*, Zhifeng Hao. SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. NeurIPS 2021 (CCF A类).
- Yan Zeng, Zhifeng Hao, Ruichu Cai*(Corresponding Author), Liang Ou, Ruihui Huang. A Causal Discovery Algorithm Based on the Prior Selection of Leaf Nodes. Neural Networks, 2020, 124：130-145 (SCI一区) .
- Feng Xie, Ruichu Cai*(Corresponding Author), Yan Zeng, Jiantao Gao, Zhifeng Hao. An Efficient Entropy-Based Causal Discovery Method for Linear Structural Equation Models with IID Noise Variables. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(5): 1667 - 1680 (SCI一区).
- Jie Qiao, Ruichu Cai*, Kun Zhang, Zhenjie Zhang, Zhifeng Hao. Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models. ACM Transactions on Intelligent Systems and Technology (TIST), 2021: 12 (6): 1-28(SCI三区).