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
- Ruichu Cai, Yuxuan Zhu, Jie Qiao*, Zefeng Liang, Furui Liu, Zhifeng Hao. Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial Examples. AAAI 2024. (CCF A类).
- Jie Qiao, Ruichu Cai*, Siyu Wu, Yu Xiang,Keli Zhang, Zhifeng Hao. Structural Hawkes Processes for Learning Causal Structure from Discrete-TimeEvent Sequences. IJCAI 2023. (CCF A类).
- Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Ruichu Cai*. Some General Identification Results for Linear Latent Hierarchical Causal Structure. IJCAI 2023. (CCF A类).
- Xuexin Chen, Ruichu Cai*, Yuan Fang, Min Wu, Zijian Li, Zhifeng Hao. Motif Graph Neural Network. IEEE Transactions on Neural Networks and Learning Systems. 2023:35(10)14833 - 14847 (SCI一区).
- Zijian Li, Ruichu Cai*, Tom Z. J. Fu, Zhifeng Hao, Kun Zhang. Transferable Time-Series Forecasting under Causal Conditional Shift. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2023:14:1-18 (SCI一区).
- Weilin Chen, Jie Qiao, Ruichu Cai*, Zhifeng Hao. On the role of entropy-based loss for learning causal structures with continuous optimization. TNNLS.2023:31:5651-5726 (SCI一区).
- Ruichu Cai, Zeqin Yang, Weilin Chen, Yuguang Yan, Zhifeng Hao. Generalization Bound for Estimating Causal Effects from Observational Network Data. CIKM 2023. (CCF B类).
- Ruichu Cai, Zhiyi Huang, Wei Chen, Zhifeng Hao, Kun Zhang. Causal Discovery with Latent Confounders Based on Higher-Order Cumulants. ICML 2023. (CCF A类).
- Ruichu Cai, Liting Huang, Wei Chen*, Jie Qiao, Zhifeng Hao. Learning dynamic causal mechanisms from non-stationary data. Applied Intelligence, 2023, 53(5): 5437-5448. (SCI二区).
- Ruichu Cai*, Fengzhu Wu, Zijian Li, Jie Qiao, Wei Chen, Yuexing Hao, Hao Gu. REST: Debiased Social Recommendation via Reconstructing Exposure Strategies. TKDD 2023:18(2):1-24..