张莹
南开大学
计算机学院

数据库与信息系统研究室

张莹

学历:博士
职称:副教授
85358995
zhangying@dbis.nankai.edu.cn
研究方向:数据挖掘、机器学习、信息检索、计算广告学                

Selected Publications——ZhangYing

  • NEW12/2018:Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan. Multivariate Time Series Imputation with Generative Adversarial Networks. Thirty-second Conference on Neural Information Processing Systems. 2018(NIPS 2018, CCF A)
  • 04/2018: Yuxiang Zhang, Jiamei Fu, Dongyu She, Ying Zhang, Senzhang Wang, Jufeng Yang. Medical Concept Embedding with Time-aware Attention. 27th International Joint Conference on Artificial Intelligence. 2018 (IJCAI 2018, CCF A)

  • 04/2018: Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan. Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network. 27th International Joint Conference on Artificial Intelligence. 2018 (IJCAI 2018, CCF A)

  • 05/2018: Zhenguo Zhang, Yanlong Wen, Ying Zhang and Xiaojie Yuan. Nearest Subspace with Discriminative Regularization for Time Series Classification. International Conference on Database Systems for Advanced Applications. Springer, Cham. 2018: 583-599.(DASFAA 2018, CCF B)

  • 01/2018: Zhenguo Zhang, Haiwei Zhang, Yanlong Wen, Ying Zhang and Xiaojie Yuan. Discriminative extraction of features from time series. Neurocomputing, 275, 2317-2328. (SCI二区, CCF B)

  • 08/2017: Ying Zhang, Li Yu, Xue Zhao, Xiaojie Yuan and Lei Xu. Weighted Domain Translation for Online News Comments Emotion Tagging.In Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 821-824). ACM. (SIGIR 2017, CCF A)

  • 04/2017: Yong Zhang, Xiuxing Li, Jin Wang, Ying Zhang, Chunxiao Xing and Xiaojie Yuan. An efficient framework for exact set similarity search using tree structure indexes.In 2017 IEEE 33rd International Conference on Data Engineering (ICDE), (pp. 759-770). IEEE. (ICDE 2017, CCF A)

  • 03/2017: Chao Wang, Ying Zhang, Wei Jie, Christian Sauer and Xiaojie Yuan. Hierarchical semantic representations of online news comments for emotion tagging using multiple information sources. In International Conference on Database Systems for Advanced Applications (pp. 121-136). Springer, Cham. (DASFAA 2017, CCF B)

  • 10/2015: Xiaojun Quan, Qifan Wang, Ying Zhang, Luo Si and Wenyin Liu. Latent Discriminative Models for Social Emotion Detection with Emotion Dependency.ACM Transactions on Information Systems, 2015, 34(1):1-19. (TOIS, CCF A)

  • 07/2014: Ying Zhang, Ning Zhang, Luo Si, Yanshan Lu and Qifan Wang, Xiaojie Yuan. Cross-Domain and Cross-Category Emotion Tagging for Comments of Online News.In Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 627-636). ACM. (SIGIR 2014, CCF A)

  • 10/2014: Ying Zhang, Weinan Zhang, Bin Gao, Xiaojie Yuan and Tie-Yan Liu. Bid keyword suggestion in sponsored search based on competitiveness and relevance. Information Processing & Management, 2014, 50(4):508-523. (IPM, CCF B)

  • 07/2012: Ying Zhang, Yi Fang, Xiaojun Quan, Lin Dai and Luo Si. Emotion Tagging for Comments of Online News by Meta Classification with Heterogeneous Information Sources.In Proceedings of the 35th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 1059-1060). ACM. (SIGIR 2012, CCF A)

  • 07/2012: Weinan Zhang, Ying Zhang, Bin Gao, Yong Yu, Xiaojie Yuan and Tie-Yan Liu. Joint Optimization of Bid and Budget Allocation in Sponsored Search.ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. ACM, 2012:1177-1185. (KDD 2012, CCF A)