科研成果
07/2022：Hongyuan Xu, Yunong Chen, Zichen Liu, Yanlong Wen∗, Xiaojie Yuan. TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion.（IJCAI，CCF A）
06/2022：Wei Li, Haiwei Zhang, Qijie Bai, Guoqing Zhao, Ning Jiang, Xiaojie Yuan. PPDL: Predicate Probability Distribution Based Loss for Unbiased Scene Graph. （CVPR，CCF A）
02/2022：Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, Xiaojie Yuan. Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis. （TNNLS，SCI 一区）
02/2022：Xuan Pan, Xiangrui Cai*, Kehui Song, Thar Baker*, Thippa Reddy Gadekallu, Xiaojie Yuan. Location Recommendation Based on Mobility Graph With Individual and Group Influences. （TITS，SCI 一区）
01/2022：Yiling Zeng , Chunyao Song*, Tingjian Ge, Ying Zhang. Reduction of large-scale graphs: Effective edge shedding at a controllable ratio under resource constraints. （KBS，SCI 一区）
01/2022：Qijie Bai, Jiawen Guo, Haiwei Zhang, Changli Nie, Lin Zhang, Xiaojie Yuan. H2TNE: Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces. （ISWC，CCF B）
12/2021：Xuhui Sui, Kehui Song, Baohang Zhou, Ying Zhang, Xiaojie Yuan. A Multi-task Learning Framework for Chinese Medical Procedure Entity Normalization. （ICASSP，CCF B）
12/2021：Wenya Guo, Ying Zhang, Jufeng Yang and Xiaojie Yuan. Re-Attention for Visual Question Answering. （IEEE Transactions on Image Processing，SCI 一区）
12/2021：Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan. Incorporating Circumstances into Narrative Event Prediction. （EMNLP-findings，CCF B）
11/2021：Zichen Liu, Hongyuan Xu, Yanlong Wen*, Ning Jiang, Haiying Wu, Xiaojie Yuan. TEMP：Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths. （EMNLP，CCF B）
09/2021：潘璇, 徐思涵*, 蔡祥睿, 温延龙, 袁晓洁. 基于深度学习的数据库自然语言接口综述. （计算机研究与发展，CCF A）
08/2021：郭佳雯,白淇介,林铸天,宋春瑶*,袁晓洁. 基于非递减时序随机游走的动态异质网络嵌入. （计算机研究与发展，CCF A）
07/2021：Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan. An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. （ACL，CCF A）
06/2021：Yinan Liu, Wei Shen, Yuanfei Wang, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan. Joint Open Knowledge Base Canonicalization and Linking. （SIGMOD，CCF A）
06/2021：Wei Shen, Yuwei Yin, Yang Yang, Jiawei Han, Jianyong Wang, Xiaojie Yuan. Toward Tweet Entity Linking with Heterogeneous Information Networks. (TKDE, CCF A)
04/2021：Kehui Song, Xianyi Zeng, Ying Zhang, Julien De Jonckheere, Xiaojie Yuan, Ludovic Koehl. An interpretable knowledge-based decision support system and its applications in pregnancy diagnosis. (Knowledge-Based Systems, SCI一区)
04/2021：Xuan Pan, Xiangrui Cai*, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan. STMG: Spatial-Temporal Mobility Graph for Location Prediction. (DASFAA, CCF B, short paper)
04/2021：Kehui Song, Shenglong Yu, Haiwei Zhang, Ying Zhang, Xiangrui Cai, Xiaojie Yuan. A decision support system for heart failure risk prediction based on weighted naive Bayes. (DASFAA, CCF B)
04/2021：Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan. ImputeRNN: Imputing Missing Values in Electronic Medical Records. (DASFAA, CCF B)
04/2021：Yiling Zeng, Chunyao Song, Tingjian Ge. Selective Edge Shedding in Large Graphs Under Resource Constraints. (ICDE, CCF A, short paper)
02/2021：Kefei Tu, Chen Chen, Chunyan Hou, Jing Yuan, Jundong Li, Xiaojie Yuan. Rumor2vec: A rumor detection framework with joint text and propagation structure representation learning. (Information Sciences, SCI一区)
01/2021：Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan. MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization. (AAAI, CCF A)
01/2021：Yaqian Dun, Kefei Tu, Chen Chen, Chunyan Hou, Xiaojie Yuan. KAN: Knowledge-aware Attention Network for Fake News Detection. (AAAI, CCF A)
01/2021：Wenjie Zhang, Yonghong Luo, Ying Zhang, Dipti Srinivasan. SolarGAN: Multivariate Solar Data Imputation Using Generative Adversarial Network. (IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, SCI一区)
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)