Ruichu Cai
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- 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
- Wei Chen, Xiaokai Huang, Zijian Li, Ruichu Cai*, Zhiyi Huang, Zhifeng Hao. Individual Causal Structure Learning from Population Data. IJCAI 2024. (CCF A类).
- Weilin Chen, Ruichu Cai*, Zeqin Yang, Jie Qiao, Yuguang Yan, Zijian Li, Zhifeng Hao. Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning. ICML 2024.(CCF A类).
- Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng. Automating the Selection of Proxy Variables of Unmeasured Confounders. ICML 2024.(CCF A类).
- Xuexin Chen, Ruichu Cai*, Zhengting Huang, Yuxuan Zhu, Julien Horwood, Zhifeng Hao, Zijian Li, Jose Miguel Hernandez-Lobato. Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation. ICML 2024.(CCF A类).
- Yuguang Yan, Hao Zhou, Zeqin Yang, Weilin Chen, Ruichu Cai*, Zhifeng Hao. Reducing Balancing Error for Causal Inference via Optimal Transport. ICML.2024.(CCF A类).
- Zhengming Chen, Ruichu Cai*, Feng Xie, Jie Qiao,Anpeng Wu, Zijian Li, Zhifeng Hao, Kun Zhang*. Learning Discrete Latent Variable Structures with Tensor Rank Conditions. NeurIPS 2024 (CCF A类).
- Yu Xiang†, Jie Qiao†, Zhefeng Liang, Zihuai Zeng, Ruichu Cai*, Zhifeng Hao. On the Identifiability of Poisson Branching Structural Causal Model Using Probability Generating Function. NeurIPS 2024 (CCF A类).
- Ruichu Cai, Fengzhu Wu, Zijian Li, Pengfei Wei, Lingling Yi, Kun Zhang. Graph Domain Adaptation: A Generative View. TKDD 2024:18(3):1-24..
- Ruichu Cai, Yunjin Wu, Xiaokai Huang, Wei Chen, Tom ZJ Fu, Zhifeng Hao. Granger causal representation learning for groups of time series. Science China Information Sciences, 2024. (SCI 二区).
- Ruichu Cai*, Weilin Chen, Zeqin Yang, Shu Wan, Chen Zheng, Xiaoqing Yang, Jiecheng Guo. Long-term Causal Effects Estimation via Latent Surrogates Representation Learning. Neural Networks, 2024: 176,106336.(SCI 一区).