科研成果
南开大学
计算机学院

数据库与信息系统研究室

科研成果

  • 12/2020:Yuhao Zhang, Xiangrui Cai*, Ying Zhang, Hong Kang, Xin Ji, Xiaojie Yuan. TAU: Transferable Attention U-Net for Optic Disc and Cup Segmentation. (Knowledge-Base System, SCI一区)

  • 12/2020:Chunyao Song*, Yao Ge, Tingjian Ge, Haixia Wu, Zhutian Lin, Hong Kang*, Xiaojie Yuan. Similar but foreign: Link recommendation across communities. (Information Sciences, SCI一区)

  • 12/2020:Ying Zhang,Baohang Zhou,Xiaoke Ding,Jiawei Ouyang,Xiangrui Cai,Jinyang Gao,Xiaojie Yuan. Adversarially learned one-class novelty detection with confidence estimation. (Information Sciences, SCI一区)

  • 12/2020:Ying Zhang,Baohang Zhou,Xiangrui Cai,Wenya Guo,Xiaoke Ding,Xiaojie Yuan. Missing value imputation in multivariate time series with end-to-end generative adversarial networks. (Information Sciences, SCI一区)

  • 09/2020:Dingzhu Lurong, Yanlong Wen*, Jiangwei Zhang, and Xiaojie Yuan. LOAD: LSH-Based l0-Sampling over Stream Data with Near-Duplicates. (ECML-PKDD, CCF B)

  • 09/2020:Chunyao Song*, Jiawen Guo, Tingjian Ge, Xiaojie Yuan. Type Preserving Representation of Heterogeneous Information Networks. (DASFAA, CCF B)

  • 06/2020:Wenya Guo, Ying Zhang*, Xiangrui Cai, Lei Meng, Jufeng Yang, Xiaojie Yuan. LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition. (TMIM, SCI一区)

  • 02/2020:Wenya Guo, Ying Zhang*, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan. Re-Attention for Visual Question Answering. (AAAI, CCF A)

  • 12/2019:Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan. On the Impact of the Length of Subword Vectors on Word Embeddings. (DASFAA, CCF B)

  • 08/2019:Yike Wu, Shiwan Zhao, Jia Chen, Ying Zhang, Xiaojie Yuan, Zhong Su. Improving Captioning for Low-Resource Languages by Cycle Consistency. (ICME, CCF B)

  • 07/2019:Chunyao Song*, Tingjian Ge, Yao Ge, Haowen Zhang, Xiaojie Yuan. Labeled graph sketches: Keeping up with real-time graph streams. (Information Sciences, SCI一区)

  • 02/2019:Chunyao Song, Xuanming Liu, Tingjian Ge, Yao Ge. Top- k frequent items and item frequency tracking over sliding windows of any size. (Information Sciences, SCI一区)

  • 01/2019:Yonghong Luo , Ying Zhang∗ , Xiangrui Cai and Xiaojie Yuan. E2GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. (IJCAI, CCF A)

  • 12/2018:Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan. Multivariate Time Series Imputation with Generative Adversarial Networks. (NIPS, CCF A)

  • 07/2018:Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan. Medical Concept Embedding with Time-Aware Attention. (IJCAI, CCF A)

  • 07/2018:Yuxiang Zhang, Jiamei Fu, Dongyu She, Ying Zhang, Senzhang Wang, Jufeng Yang<span class="redactor-invisible-space" "="">.Text Emotion Distribution Learning via Multi-Task Convolutional Neural. (IJCAI, CCF A)

  • 04/2018:Chunyao Song;Tingjian Ge. Labeled Graph Sketches. (ICDE, CCF A)

  • 05/2018: Zhang Z, Wen Y, Zhang Y, Yuan X. Nearest Subspace with Discriminative Regularization for Time Series Classification[C]// International Conference on Database Systems for Advanced Applications. Springer, Cham, 2018: 583-599. (DASFAA, CCF B)

  • 04/2018: Shen, W., Han, J., Wang, J., Yuan, X., & Yang, Z. (2018). SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks.IEEE Transactions on Knowledge and Data Engineering, 30(2), 353-366.(TKDE, CCF A)

  • 01/2018: Zhang, Z., Zhang, H., Wen, Y., Zhang, Y., & Yuan, X. (2018). Discriminative extraction of features from time series. Neurocomputing, 275, 2317-2328. (SCI二区, CCF B)

  • 08/2017: Zhang, Y., Yu, L., Zhao, X., Yuan, X., & Xu, L. (2017, August). 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, CCF A)

  • 04/2017: Song, C., Liu, X., & Ge, T. (2017, April). Top-k Frequent Items and Item Frequency Tracking over Sliding Windows of Any Sizes.In 2017 IEEE 33rd International Conference on Data Engineering (ICDE),  (pp. 199-202). IEEE. (ICDE, CCF A)

  • 04/2017: Zhang, Y., Li, X., Wang, J., Zhang, Y., Xing, C., & Yuan, X. (2017, April). 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, CCF A)

  • 03/2017: Wang, C., Zhang, Y., Jie, W., Sauer, C., & Yuan, X. (2017, March). 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, CCF B)

  • 10/2016: Liu Y, Shen W, Yuan X. Deola: A System for Linking Author Entities in Web Document with DBLP[C]//Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. ACM, 2016: 2449-2452. (CIKM, CCF B)

  • 04/2015: Huang, X., Bao, Z., Davidson, S. B., Milo, T., & Yuan, X. (2015, April). Answering regular path queries on workflow provenance. In 2015 IEEE 31st International Conference on Data Engineering (ICDE),  (pp. 375-386). IEEE. (ICDE, CCF A)

  • 10/2015: Quan X., Wang Q., Zhang Y., Si L., Liu W. (2015 October). Latent Discriminative Models for Social Emotion Detection with Emotion Dependency. ACM Transactions on Information Systems (TOIS), 34(1): 2. (TOIS, CCF A)





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