数据库与信息系统研究室

News

• [2022.07] A paper is accepted by IJCAI!
• [2022.06] A paper is accepted by CVPR!
• [2022.02] A paper is accepted by TNNLS!

Research Interest

She works in the field of database, data security and deep learning. Currently, She

focuses on the following research topics:

• Database Technology
• Cloud Computing and Big Data
• Information System Integration

Service and Activities

Technical Committee Member

• Technical Committee on Information System, China Computer Federation
• Technical Committee on Information Retrival, China Society of Chinese Information Processing

Organizing Committee Chair

• WISA 2014

Program Committee Member

• ICML / NeurIPS / SIGIR / TheWebConf / AAAI / NLPCC / CCIR / WISA
• KBS / ESWA / WWW / Neurocomputing

Selected Publications

2022

[1] Hongyuan Xu, Yunong Chen, Zichen Liu, Yanlong Wen, Xiaojie Yuan
TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion, International Joint Conference on Artificial Intelligence (IJCAI), 2022.

[2] Wei Li, Haiwei Zhang, Qijie Bai, Guoqing Zhao, Ning Jiang, Xiaojie Yuan
PPDL: Predicate Probability Distribution Based Loss for Unbiased Scene Graph, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

[3] Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, Xiaojie Yuan
Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.

[4] Xuan Pan, Xiangrui Cai, Kehui Song, Thar Baker, Thippa Reddy Gadekallu, Xiaojie Yuan
Location Recommendation Based on Mobility Graph With Individual and Group Influences, IEEE Transactions on Intelligent Transportation Systems (TITS), 2022.

[5] Xuhui Sui, Kehui Song, Baohang Zhou, Ying Zhang, Xiaojie Yuan
A Multi-task Learning Framework for Chinese Medical Procedure Entity Normalization, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.

[6] Qijie Bai, Jiawen Guo, Haiwei Zhang, Changli Nie, Lin Zhang, Xiaojie Yuan
H2TNE : Temporal Heterogeneous Information Network Embedding in Hyperbolic Spaces, IEEE International Semantic Web Conference (ISWC), 2022.

[7] Yike Wu, Shiwan Zhao, Ying Zhang, Xiaojie Yuan, Zhong Su
When Pairs Meet Triplets: Improving Low-Resource Captioning via Multi-Objective Optimization , TOMMCP, 2022.

2021

[1] Yinan Liu, Wei Shen, Yuanfei Wang, Jianyong Wang, Zhenglu Yang, Xiaojie Yuan
Joint Open Knowledge Base Canonicalization and Linking, ACM Conference on Management of Data (SIGMOD), 2021.

[2] Wenya Guo, Ying Zhang, Jufeng Yang and Xiaojie Yuan
Re-Attention for Visual Question Answering, IEEE Transactions on Image Processing (TIP), 2021.

[3] Wei Shen, Yuwei Yin, Yang Yang, Jiawei Han, Jianyong Wang, Xiaojie Yuan
Toward Tweet Entity Linking with Heterogeneous Information Networks, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021.

[4] Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization , Annual Meeting of the Association for Computational Linguistics (ACL), 2021.

[5] Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization , AAAI Conference on Artificial Intelligence (AAAI), 2021.

[6] Yaqian Dun, Kefei Tu, Chen Chen, Chunyan Hou , Xiaojie Yuan
KAN: Knowledge-aware Attention Network for Fake News Detection, AAAI Conference on Artificial Intelligence (AAAI), 2021.

[7] 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 (KBS), 2021.

[8] 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, 2021.

[9] 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 , International Conference on Database Systems for Advanced Applications (DASFAA), 2021.

[10] Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
ImputeRNN: Imputing Missing Values in Electronic Medical Records, International Conference on Database Systems for Advanced Applications (DASFAA), 2021.

[11] Xuan Pan, Xiangrui Cai*, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan
STMG: Spatial-Temporal Mobility Graph for Location Prediction, International Conference on Database Systems for Advanced Applications (DASFAA), 2021.

[12] 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, 2021.

[13] 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, 2021.

2020

[1] Wenya Guo, Ying Zhang, Xiangrui Cai, Lei Meng, Jufeng Yang and Xiaojie Yuan
LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition , IEEE Transactions on Multimedia (TMM), 2020.

[2] Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan
Re-Attention for Visual Question Answering, AAAI Conference on Artificial Intelligence (AAAI), 2020.

[3] Yuhao Zhang, Xiangrui Cai, Ying Zhang, Hong Kang, Xin Ji, Xiaojie Yuan
TAU: Transferable Attention U-Net for Optic Disc and Cup Segmentation, Knowledge-Based Systems (KBS), 2020.

[4] Dingzhu Lurong, Yanlong Wen, Jiangwei Zhang, Xiaojie Yuan
LOAD: LSH-Based l0-Sampling over Stream Data with Near-Duplicates, ECML-PKDD, 2020.

[5] Chunyao Song, Jiawen Guo, Tingjian Ge, Xiaojie Yuan
Type Preserving Representation of Heterogeneous Information Networks, International Conference on Database Systems for Advanced Applications (DASFAA), 2020.

2019

[1] 宋珂慧，张莹，张江伟，袁晓洁
基于生成式对抗网络的结构化数据表生成模型研究, 计算机研究与发展, 2019.

[2] Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan,
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation , International Joint Conference on Artificial Intelligence (IJCAI), 2019.

[3] Chunyao Song, Xuanming Liu, Tingjian Ge, Yao Ge
Top- k frequent items and item frequency tracking over sliding windows of any size, Information Sciences, 2019.

[4] Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan
On the Impact of the Length of Subword Vectors on Word Embeddings, International Conference on Database Systems for Advanced Applications (DASFAA), 2019.

[5] Yike Wu, Shiwan Zhao, Jia Chen, Ying Zhang, Xiaojie Yuan, Zhong Su
Improving Captioning for Low-Resource Languages by Cycle Consistency, IEEE International Conference on Multimedia & Expo (ICME), 2019.

2018

[1] Zhenguo Zhang, Haiwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan
Discriminative extraction of features from time series, Neurocomputing, 2018.

[2] Zhenguo Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan
Nearest Subspace with Discriminative Regularization for Time Series Classification, International Conference on Database Systems for Advanced Applications (DASFAA), 2018.

[3] Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan
Multivariate Time Series Imputation with Generative Adversarial Networks, Neural Information Processing Systems (NeurIPS), 2018.

[4] Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
Medical Concept Embedding with Time-Aware Attention, International Joint Conference on Artificial Intelligence (IJCAI), 2018.

[5] 张莹，王超，郭文雅，袁晓洁
基于双向分层语义模型的多源新闻评论情绪预测, 计算机研究与发展, 2018.

2008 - 2017

[1] Yong Zhang, Xiuxing Li, Jin Wang, Ying Zhang, Chunxiao Xing, Xiaojie Yuan
An Efficient Framework for Exact Set Similarity Search Using Tree Structure Indexes, ICDE, 2017.

[2] Wei Shen, Jiawei Han, Jianyong Wang, Xiaojie Yuan, Zhenglu Yang
SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2017.

[3] Ying Zhang, Li Yu, Xue Zhao, Xiaojie Yuan, Lei Xu
Weighted Domain Translation for Online News Comments Emotion Tagging, International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) , 2017.

[4] 张海威, 解晓芳, 段媛媛, 温延龙, 张莹, 袁晓洁
一种基于自适应结构概要的有向标签图子图匹配查询算法, 计算机学报, 2017.

[5] Yinan Liu, Wei Shen，Xiaojie Yuan
Deola：A System for Linking Author Entities, ACM International Conference on Information and Knowledge Management (CIKM), 2016.

[6] Ying Zhang, Ning Zhang, Luo Si, Yanshan Lu, Qifan Wang, Xiaojie Yuan
Cross-domain and cross-category emotion tagging for comments of online news, International ACM SIGIR conference on Research & development in information retrieval (SIGIR) , 2014.

[7] Ying Zhang, Weinan Zhang, Bin Gao, Xiaojie Yuan, Tie-Yan Liu
Bid keyword suggestion in sponsored search based on competitiveness and relevance, Information processing & management (IPM), 2014.

[8] Weinan Zhang, Ying Zhang, Bin Gao, Yong Yu, Xiaojie Yuan, Tie-Yan Liu
Joint optimization of bid and budget allocation in sponsored search, International ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD), 2012.

[9] Ying Zhang, Yi Fang, Xiaojun Quan, Lin Dai, Luo Si, Xiaojie Yuan
Emotion tagging for comments of online news by meta classification with heterogeneous information sources , International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) , 2012.

Current and Former Students

• Xiaorui Qi
• Yuchen Zheng
• Xingxing Zhou
• Changli Nie
• Hongyuan Xu
• Yuqi Li
• Wei Li
• Wenhao Wang
• Qijie Bai
• Zichen Liu
• Shichao Wang
• Jingqi Sun
• Xinyu Yang
• Wenda He
• Xuan Pan
• Yike Wu
• Xue Zhao
• Chao Wang
• Xiangyu Hu
• Lu Zhang
• Huibin Zhang
• Chenying Wang
• Xin Wang
• Shitao Yu
• Zhicheng Dou

Hornor and Scholarship

• 2021-May 4th Youth Medal of Nankai University