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歐陽小草檢視原始碼討論檢視歷史

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歐陽小草
西南財經大學

歐陽小草,女,西南財經大學教師。

人物簡歷

教育背景

2019-2023 西南交通大學 博士

2016-2019 西南交通大學 碩士(碩博連讀)

職業經歷

2024/01年至今 西南財經大學 講師

研究領域

深度學習

城市計算

時空數據挖掘

研究成果

論文

[1] Xiaocao Ouyang,Yan Yang,Wei Zhou,Yiling Zhang,Hao Wang,Wei Huang. CityTrans: Domain-Adversarial Training with Knowledge Transfer for Spatio-Temporal Prediction across Cities [J]. IEEE Transactions on Knowledge and Data Engineering,2023. (CCF A類期刊,財大A+類)

[2] Xiaocao Ouyang ,Yan Yang,Yiling Zhang,Wei Zhou,Jihong Wan,Shengdong Du. Domain Adversarial Graph Neural Network with Cross-city Graph Structure Learning for Traffic Prediction [J]. Knowledge-Based Systems. 2023: 110885. (SCI 一區,Top期刊,財大A類)

[3] Xiaocao Ouyang ,Yan Yang,Yiling Zhang,Wei Zhou,Dongyu Guo. Dual-Channel Spatial-Temporal Difference Graph Neural Network for PM2.5 Forecasting [J]. Neural Computing and Applications,2023,35(10): 7475-7494. (SCI 二區)

[4] Xiaocao Ouyang,Yan Yang,Yiling Zhang,Wei Zhou. Spatial-Temporal Dynamic Graph Convolution Neural Network for Air Quality Prediction [C]. International Joint Conference on Neural Networks (IJCNN),2021.(CCF C 類會議)

[5] Yiling Zhang,Hao Wang,Yan Yang,Wei Zhou,Tianrui Li,Xiaocao Ouyang. Deep Matrix Factorization with Knowledge Transfer for Lifelong Clustering and Semi-supervised Clustering [J]. Information Sciences,2021,570: 795-814.(CCF B 類期刊,SCI 一區, Top期刊,財大A類)

[6] 張熠玲,楊燕,周威,歐陽小草,胡節. CMvSC: 知識遷移下的深度一致性多視 圖譜聚類網絡 [J]. 軟件學報,2021, 33(4): 1373-1389.(中文CCF A類期刊,財大中文A類)

[7] Xiong Ni,Yan Yang,Yongquan Jiang,Xiaocao Ouyang. Diffusion Graph Neural Ordinary Differential Equation Network for Traffic Prediction [C]. International Joint Conference on Neural Networks (IJCNN),2023.(CCF C 類會議)

[8] Yiling Zhang,Yan Yang,Wei Zhou,Hao Wang,Xiaocao Ouyang. Multi-city Traffic Flow Forecasting via Multi-task Learning [J]. Applied Intelligence,2021.(SCI 二區)

科研項目

[1] 國家自然科學基金面上項目,61976247,基於多視圖融合的序列數據深度學習模型研究,2020-01至2023-12,參研。[1]

參考資料