陈薇
硕士生导师
教师拼音名称：Chen Wei
所在单位：计算机学院
性别：女
职称：讲师（高校）
在职信息：在职
所属院系：计算机学院
其他联系方式
邮箱：
科学研究
研究领域
机器学习、数据挖掘、因果推断、人工智能
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论文成果
- Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants.Proceedings of the AAAI Conference on Artificial Intelligence (AAAI, CCF A类会议),2023,
- Latent Causal Dynamics Model for Model-Based Reinforcement Learning.International Conference on Neural Information Processing,2023,
- REST: Debiased Social Recommendation via Reconstructing Exposure Strategies.ACM Transactions on Knowledge Discovery from Data (TKDD),2023,
- Causal-learn: Causal Discovery in Python.Journal of Machine Learning Research,2023,
- TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences.Proceedings of the AAAI Conference on Artificial Intelligence,2023,
- Causal Discovery with Latent Confounders Based on Higher-Order Cumulants.Proceedings of the 40th International Conference on Machine Learning,2023,
- Causal Alignment Based Fault Root Causes Localization for Wireless Network.IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),2022,
- Time-Series Domain Adaptation via Sparse Associative Structure Alignment: Learning Invariance and Variance.Proceedings of the AAAI conference on artificial intelligence,2022,
- Learning dynamic causal mechanisms from non-stationary data.Applied Intelligence,2022,
- Shared state space model for background information extraction and time series prediction.Neurocomputing,2022,
专利
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著作成果
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