- [51] 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).
- [52] 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).
- [53] 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).
- [54] 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).
- [55] Ruichu Cai*, Hao Zhang*, Wen Liu*, Shenghua Gao, Zhifeng Hao. Appearance-Motion Memory Consistency Network for Video Anomaly Detection. AAAI 2021 (CCF A类).
- [56] 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).
- [57] Ruichu Cai, Jinjie Yuan, Boyan Xu*, Zhifeng Hao. SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. NeurIPS 2021 (CCF A类).
- [58] 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) .
- [59] 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).
- [60] 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).
- [61] Zhifeng Hao, Di Wu, Yuan Fang*, Min Wu*, Ruichu Cai*, Xiaoli Li. Prediction of Synthetic Lethal Interactions in Human Cancers using Multi-view Graph Auto-Encoder. IEEE Journal of Biomedical and Health Informatics. 2021, 25(10):4041-4051(SCI二区).
- [62] Yan Zeng, Zhifeng Hao, Ruichu Cai*, Feng Xie, Libo Huang, Shohei Shimizu. Nonlinear Causal Discovery for High-Dimensional Deterministic Data.IEEE Transactions on Neural Networks and Learning Systems. 2021, 34(5): 2234-2245. (SCI一区).
- [63] Wei Chen, Ruichu Cai*, Kun Zhang, Zhifeng Hao. Causal Discovery in Linear Non-Gaussian Acyclic Model With Multiple Latent Confounders. IEEE Transactions on Neural Networks and Learning Systems. 2021, 33(7): 2816 - 2827(SCI一区).
- [64] Zijian Li, Ruichu Cai*, Fengzhu Wu, Sili Zhang, Hao Gu, Yuexing Hao, Yuguang Yan. TEA: A Sequential Recommendation Framework via Temporally Evolving Aggregations. IEEE Transactions on Neural Networks and Learning Systems, 2022:35(2)2628 - 2639 (SCI一区).
- [65] Ruichu Cai, Xuexin Chen, Yuan Fang*, Min Wu*, Yuexing Hao. Dual-Dropout Graph Convolutional Network for Predicting Synthetic Lethality in Human Cancers. Bioinformatics, 2020, 36(16): 4458–4465, (SCI 二区).
- [66] Ruichu Cai, Jincheng Ye, Jie Qiao, Huiyuan Fu, Zhifeng Hao. FOM: Fourth-Order Moment based Causal Direction Identification on the Heteroscedastic Data. Neural Networks, 2020, 124：193-201 (SCI一区).
- [67] Ruichu Cai*, Jiahao Li, Zhenjie Zhang, Xiaoyan Yang, Zhifeng Hao. DACH: Domain Adaptation without Domain Information. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(12):5055-5067(SCI一区).
- [68] Ruichu Cai, Zhihao Liang, Boyan Xu*, Zijian li, Yao Chen and Yuexing Hao. TAG: Type Auxiliary Guiding for Code Comment Generation. ACL2020 (CCF A类).
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