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杨雪冰

来源：花匠小妙招时间：2025-09-01 11:10

累计发表学术论文42篇，其中SCI期刊33篇、第一作者/共同一作/通讯作者19篇，包括IEEE TKDE、TNSE、TGRS、TCSVT、JBHI、KBS、ESWA、AIM、CIBM、软件学报、中国科学：信息科学等IEEE Trans/CCF-A/中科院一区高水平论文19篇，近三年Google引用282次，单篇最高引63次，受到多位国际知名学者的正面引用和积极评价；起草并发布医学知识图谱团体标准3项，主译并出版《机器学习：从基础理论到典型算法》等专业领域译著3部

发表论文

[1] Journal of Intelligent & Fuzzy Systems. 2024, 第 4 作者
[2] Knowledge-Based Systems. 2024,   通讯作者
[3] IEEE Transactions on Circuits and Systems for Video Technology. 2024, 第 6 作者
[4] 中国科学:信息科学. 2024,   通讯作者
[5] Mengxuan Sun, Xuebing Yang, Jinghao Niu, Yifan Gu, Chutong Wang, Wensheng Zhang. A cross-modal clinical prediction system for intensive care unit patient outcome. KNOWLEDGE-BASED SYSTEMS. 2024, 第 2 作者  通讯作者  283: http://dx.doi.org/10.1016/j.knosys.2023.111160.
[6] Yifan Gu, Xuebing Yang, Mengxuan Sun, Chutong Wang, Hongyu Yang, Chao Yang, Jinwei Wang, Guilan Kong, Jicheng Lv, Wensheng Zhang. Graph-guided deep hashing networks for similar patient retrieval. COMPUTERS IN BIOLOGY AND MEDICINE. 2024, 第 2 作者169: http://dx.doi.org/10.1016/j.compbiomed.2023.107865.
[7] IEEE Transactions on Knowledge and Data Engineering. 2024,   通讯作者
[8] 软件学报. 2024, 第 5 作者
[9] Artificial Intelligence in Medicine. 2023,   通讯作者
[10] Expert Systems with Applications. 2023, 第 3 作者
[11] 数字医学与健康. 2023, 第 4 作者
[12] Xi, Jianing, Wang, Dan, Yang, Xuebing, Zhang, Wensheng, Huang, Qinghua. Cancer omic data based explainable AI drug recommendation inference: A traceability perspective for explainability. BIOMEDICAL SIGNAL PROCESSING AND CONTROL[J]. 2023, 第 3 作者79: http://dx.doi.org/10.1016/j.bspc.2022.104144.
[13] Ding Li, Xuebing Yang, Yongqiang Tang, Chenyang Zhang, Wensheng Zhang, Lizhuang Ma. Active learning with effective scoring functions for semi-supervised temporal action localization. DISPLAYS[J]. 2023, 第 2 作者78: http://dx.doi.org/10.1016/j.displa.2023.102434.
[14] CAAI Transactions on Intelligence Technology. 2023, 第 6 作者
[15] 曾梦, 邹北骥, 张文生, 杨雪冰, 朱承璋. 多模态医疗数据中海量小文件存储优化方法. 软件学报[J]. 2023, 第 4 作者34(3): 1451-1469, http://lib.cqvip.com/Qikan/Article/Detail?id=7109236001.
[16] IEEE Journal of Biomedical and Health Informatics. 2023,   通讯作者
[17] Expert Systems with Applications. 2023,   通讯作者
[18] Information Systems. 2023, 第 4 作者
[19] IEEE Transactions on Network Science and Engineering. 2022,   通讯作者
[20] Scientific Reports. 2022, 第 4 作者
[21] Qu, Yuxun, Zhang, Chenyang, Yang, Xuebing, Wu, Yajing, Zhang, Wensheng, Zhang, Guoping. Classifying clear air echoes via static and motion streams network. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2022, 第 3 作者  通讯作者  19:
[22] Neurocomputing. 2022, 第 4 作者
[23] Wu, Yajing, Yang, Xuebing, Tang, Yongqiang, Zhang, Chenyang, Zhang, Guoping, Zhang, Wensheng. Inductive spatiotemporal graph convolutional networks for short-term quantitative precipitation forecasting. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2022, 第 2 作者  通讯作者  60: http://dx.doi.org/10.1109/TGRS.2022.3159530.
[24] He, Zewen, Ren, Zhida, Yang, Xuebing, Yang, Yang, Zhang, Wensheng. MEAD: a Mask-guidEd Anchor-free Detector for oriented aerial object detection. APPLIED INTELLIGENCE[J]. 2022, 第 3 作者52(4): 4382-4397, http://dx.doi.org/10.1007/s10489-021-02570-5.
[25] Gu, Yifan, Yang, Xuebing, Tian, Lei, Yang, Hongyu, Lv, Jicheng, Yang, Chao, Wang, Jinwei, Xi, Jianing, Kong, Guilan, Zhang, Wensheng. Structure-aware siamese graph neural networks for encounter-level patient similarity learning. JOURNAL OF BIOMEDICAL INFORMATICS[J]. 2022, 第 2 作者127: http://dx.doi.org/10.1016/j.jbi.2022.104027.
[26] Chenyang Zhang, Yongqiang Tang, Zhizhong Zhang, Ding Li, Xuebing Yang, Wensheng Zhang. Improving domain-adaptive person re-identiﬁcation by dual-alignment learning with camera-aware image generation. IEEE Transactions on Circuits and Systems for Video Technology[J]. 2021, 第 5 作者
[27] Tang, Yongqiang, Xie, Yuan, Yang, Xuebing, Niu, Jinghao, Zhang, Wensheng. Tensor Multi-Elastic Kernel Self-Paced Learning for Time Series Clustering. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2021, 第 3 作者33(3): 1223-1237, http://dx.doi.org/10.1109/TKDE.2019.2937027.
[28] He, Zewen, Huang, He, Wu, Yudong, Yang, Xuebing, Zhang, Wensheng. Consistent scale normalization for object perception. APPLIED INTELLIGENCE[J]. 2021, 第 4 作者51(7): 4490-4502, http://dx.doi.org/10.1007/s10489-020-02070-y.
[29] Yang, Xuebing, Wu, Yajing, Zhang, Wensheng, Tang, Wei. Label distribution learning with climate probability for ensemble forecasting. INTELLIGENT DATA ANALYSIS[J]. 2020, 第 1 作者  通讯作者  24(1): 69-82, https://www.webofscience.com/wos/woscc/full-record/WOS:000516758100005.
[30] Yajing Wu, Yongqiang Tang, Xuebing Yang, Wensheng Zhang, Guoping Zhang. Graph Convolutional Regression Networks for Quantitative Precipitation Estimation. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2020, 第 3 作者18(7): 1124-1128,
[31] Zhang, Chenyang, Yang, Xuebing, Tang, Yongqiang, Zhang, Wensheng. Learning to Generate Radar Image Sequences Using Two-Stage Generative Adversarial Networks. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2020, 第 2 作者17(3): 401-405, http://dx.doi.org/10.1109/LGRS.2019.2922326.
[32] 张晨阳, 杨雪冰, 张文生. 气象大数据超短临精准降水机器学习与典型应用. 农业大数据学报[J]. 2019, 第 2 作者1(1): 78-87, http://lib.cqvip.com/Qikan/Article/Detail?id=7002329013.
[33] Yu, Shaowei, Yang, Xuebing, Zhang, Wensheng. PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS[J]. 2019, 第 2 作者10(11): 3115-3127, http://dx.doi.org/10.1007/s13042-019-01003-7.
[34] Wu, Yajing, Yang, Xuebing, Zhang, Wensheng, Kuang, Qiuming. Mixture probabilistic model for precipitation ensemble forecasting. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY[J]. 2019, 第 2 作者  通讯作者  145(725): 3516-3534,
[35] Tang, Yongqiang, Yang, Xuebing, Zhang, Wensheng, Zhang, Guoping. Radar and Rain Gauge Merging-Based Precipitation Estimation via Geographical-Temporal Attention Continuous Conditional Random Field. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING[J]. 2018, 第 2 作者56(9): 5558-5571, https://www.webofscience.com/wos/woscc/full-record/WOS:000443147600047.
[36] Yang, Xuebing, Kuang, Qiuming, Zhang, Wensheng, Zhang, Guoping. AMDO: An Over-Sampling Technique for Multi-Class Imbalanced Problems. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2018, 第 1 作者30(9): 1672-1685, https://www.webofscience.com/wos/woscc/full-record/WOS:000440853500004.
[37] 12th CUTE/9th CSA. 2017, 第 2 作者
[38] Yang, Xuebing, Kuang, Qiuming, Zhang, Wensheng, Zhang, Guoping. A terrain-based weighted random forests method for radar quantitative precipitation estimation. METEOROLOGICAL APPLICATIONS[J]. 2017, 第 1 作者24(3): 404-414, http://dx.doi.org/10.1002/met.1638.
[39] 匡秋明, 杨雪冰, 张文生, 何险峰, 惠建忠. 多源数据融合高时空分辨率晴雨分类. 软件学报[J]. 2017, 第 2 作者28(11): 2925-2939, http://lib.cqvip.com/Qikan/Article/Detail?id=674171860.
[40] Kuang, Qiuming, Yang, Xuebing, Zhang, Wensheng, Zhang, Guoping. Spatiotemporal Modeling and Implementation for Radar-Based Rainfall Estimation. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS[J]. 2016, 第 2 作者13(11): 1601-1605, http://dx.doi.org/10.1109/LGRS.2016.2597170.
[41] 计算机科学与探索. 2015, 第 3 作者
[42] 山西大学学报(自然科学版). 2015, 第 1 作者

发表著作

（1）深入理解机器学习：从原理到算法, 机械工业出版社, 2016-08, 第其他作者
（2）机器学习基础, 机械工业出版社, 2019-06, 第其他作者
（3）机器学习：从基础理论到典型算法, 机械工业出版社, 2022-05, 第 2 作者

制订标准

[1] 杨雪冰、牛景昊、王静、李明达、张文生、张晨阳、王楚童、杨羽、孙孟轩、许娟、贺志阳、刘俊秀. 医疗知识图谱构建技术要求. 中国国际科技促进会, 团体标准, T/CI 196—2023.
[2] 杨羽、孔桂兰、于越、郝建国、张文生、杨雪冰、刘俊秀、许娟、杨雅婷、贺志阳、王静. 医学知识图谱质量评价规范. 中国国际科技促进会, 团体标准, T/CI 199—2023.
[3] 史文钊、许娟、杨雅婷、吴玉杰、张文生、杨雪冰、孔桂兰、杨羽、郝建国、朱振峰、张莹. 多模态医疗数据伦理合规技术规范. 中国国际科技促进会, 团体标准, T/CI 122—2023.