钟萍

理学院应用数学系教授，博士生、硕士生导师。主要从事最优化理论与算法、模式识别、图像处理研究。主持或参加包括国家自然科学基金等纵横向课题19项。发表学术论文100余篇，其中被SCI/EI检索论文80余篇，部分成果发表在机器学习领域顶级期刊IEEE Trans.Image Process, IEEE Trans. Neural Netw. Learn. Syst., Neural Networks等。担任多个国际重要期刊的审稿人。指导研究生参加全国信息隐藏大赛，获得文本组第二名。本科生校级优秀百篇毕业论文指导教师。2021年获得中国农业大学优秀教师称号。理学院高水平团队负责人。

主要兴趣为机器学习与深度学习中的理论和算法方面的研究工作，并将所设计的方法成功应用于渔业大数据、目标检测、密度估计、育种等领域的实际问题中。

本科生课程：近十年课程数据
研究生课程：近十年课程数据

纵向项目 横向项目

论文题目	刊物名称	收录类别	发表年月	第一作者或全部作者	第一作者单位	排名
Heterogeneous Domain Adaptation With Generalized Similarity and Dissimilarity Regularization	IEEE Transactions on Neural Networks and Learning Systems	中科院1区	2024	Chen YQ, Shen ZC, Li DL, Zhong P, Chen YY	中国农业大学	共同通讯
Cross-view multi-layer perceptron for incomplete multi-view learning	Applied Soft Computing	中科院1区	v 157, May 2024	Wang Z, Zhou H, Zhong P, Zou H	中国农业大学	共同通讯
Precise feature selection via non-convex regularized graph embedding and self-representation for unsupervised learning	Knowledge-Based Systems	中科院1区	v296， 2024	Bai HR, Huang M, Zhong P	中国农业大学	独立通讯
Heterogeneous domain adaptation by class centroid matching and local discriminative structure preservation	Neural Computing and Applications	SCI	2024	Chen YQ, Zhou H, Wang Z, Zhong P	中国农业大学	独立通讯
an improved anchor-free method for shrimp larvae detection in intensive aquaculture	Aquaculture International	SCI	2024	Zhang GX, Shen ZC, Li DL, Zhong P, Chen YY	中国农业大学	共同通讯
Domain adaptation with contrastive and adversarial oriented transferable semantic augmentation	Knowledge-Based Systems	中科院1区	v 282, December, 2023	Wang WX, Zhang GX, Zhong P	中国农业大学	独立通讯
Probability-Based Graph Embedding Cross-Domain and Class Discriminative Feature Learning for Domain Adaptation	IEEE Trans. Image Process.	中科院1区	32: 72-87，2023	Wang WX, Shen ZC,Li DL, Zhong P., Chen YY	中国农业大学	共同通讯
DMDnet: A decoupled multi-scale discriminant model for cross-domain fish detection	Biosystems Engineering	中科院1区	234：32-45, 2023	Zhao Tengyun,Zhang guoxu,Zhong Ping, Shen Zhencai	中国农业大学	共同通讯
A supervised multi-view feature selection method based on locally sparse regularization and block computing	Information Sciences	中科院1区	582：146-166， 2022.	Lin Qiang, Men Min, Yang Liran, Zhong Ping	中国农业大学	独立通讯
Supervised multi-view classification via the sparse learning joint the weighted elastic loss	Signal Processing	中科院2区	191：108362, 2022	Lin Qiang, Wang Zhi, Chen Yingyi, Zhong Ping	中国农业大学	独立通讯
Block-based multi-view classification via view-based L2,p sparse representation and adaptive view fusion	Engineering Applications of Artificial Intelligence	中科院2区	116：2022	Wang Zhi, LIn Qiang, Chen Yingyi, Zhong Ping	中国农业大学	独立通讯
Sparse robust multiview feature selection via adaptive-weighting strategy	International Journal of Machine Learning and Cybernetics	SCI	13(5):1387-1408, 2022	Wang Zhi, Zhong Jing, Chen Yuqing, Zhong Ping	中国农业大学	独立通讯
Re-weighting regression and sparsity regularization for multi-view classification	Applied Intelligence	SCI	52（7）：7442-7458, 2022	Wang Zhi, Men Min, Zhong Ping	中国农业大学	独立通讯
Retargeted multi-view classification via structured sparse learning	Signal Processing	SCI	197：108538, 2022	Wang Zhi, Shen Zhencai, Zou hui, Zhong Ping, Chen Yingyi	中国农业大学	共同通讯
Unsupervised adversarial domain adaptation based on interpolation image for fish detection in aquaculture	Computers and Electronics in Agriculture	中科院1区	198:107004,2022	Zhao Tengyun, Shen Zhencai, Zou hui, Zhong Ping, Chen Yingyi	中国农业大学	共同通讯
Multi-task support vector machine with pinball loss	Engineering Applications of Artificial Intelligence	中科院2区	106：104458, 2021	Zhang Yunhao, Yu Jiajun, Dong Xinyi, Zhong Ping	中国农业大学	独立通讯
Robust supervised multi-view feature selection with weighted shared loss and maximum margin criterion	Knowledge-Based Systems	中科院1区	229:107331, 2021	Lin Qiang, Yang Liran, Zhong Ping, Zou Hui	中国农业大学	共同通讯
A novel semi-supervised support vector machine with asymmetric squared loss	Advances in Data Analysis and Classification	SCI	15（1）：159-191, 2021	Pei Huimin， Lin Qiang， Yang Liran, Zhong Ping	中国农业大学	独立通讯
Transfer subspace learning based on structure preservation for JPEG image mismatched steganalysis	Signal Processing: Image Communication	SCI	90:116052, 2021	Yang Liran, Men Min, Xue Yiming, Wen Juan, Zhong Ping	中国农业大学	独立通讯
Discriminative and informative joint distribution adaptation for unsupervised domain adaptation	Knowledge-Based Systems	中科院1区	207:106394, 2020	Yang Liran, Zhong Ping	中国农业大学	独立通讯
Robust adaptation regularization based on within-class scatter for domain adaptation	Neural Networks	中科院1区	124： 60-74, 2020	Yang Liran, Zhong Ping	中国农业大学	独立通讯
Distributed learning for supervised multiview feature selection	Applied Intelligence	SCI	50（9）： 2749-2769, 2020	Men min, Zhong Ping, Wang zhi, Lin Qiang	中国农业大学	独立通讯

软件著作 专利