数据库与信息系统研究室

News

• [2022.10] A paper is accepted by EMNLP!
• [2022.09] A paper is accepted by NeurIPS!
• [2022.08] A paper is accepted by CIKM!
• [2022.07] A paper is accepted by ISWC!

Research Interest

• Time Series Analysis
• Trustworthy AI
• Natural Language Processing

Service and Activities

Program Committee Member

• NeurIPS / AAAI / IJCAI / ACL / EMNLP / CKIM / NLPCC

Selected Publications

[21] Yu Zhao, Xiangrui Cai*, Yike Wu, Haiwei Zhang, Guoqing Zhao, Ning Jiang
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion, EMNLP, 2022.

[20] Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan
BadPrompt: Backdoor Attacks on Continuous Prompts, NeurIPS, 2022.

[19] Mei Li, Xiangrui Cai*, Linyu Li, Sihan Xu, Hua Ji
Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction, CIKM, 2022.

[18] Shichao Wang, Xiangrui Cai*, Ying Zhang and Xiaojie Yuan
CRNet: Modeling Concurrent Events over Temporal Knowledge Graphs, ISWC, 2022.

[17] Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning, AAAI, 2022.

[16] Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, Xiaojie Yuan
Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis, TNNLS, 2022.

[15] 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, 2022.

[14] Sihan Xu, Zhiyu Wang, Lingling Fan, Xiangrui Cai, Hua Ji, Siau-Cheng Khoo, Brij Bhooshan Gupta
DeepSuite: A Test Suite Optimizer for Autonomous Vehicles, TITS, 2022.

[13] Shichao Wang, Xiangrui Cai*, Hongbin Wang, Xiaojie Yuan
Incorporating Circumstances into Narrative Event Prediction, DASFAA, 2021.

[12] 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, 2021.

[11] Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai*, Ying Zhang, Xiaojie Yuan
ImputeRNN: Imputing Missing Values in Electronic Medical Records, DASFAA, 2021.

[10] Xuan Pan, Xiangrui Cai*, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan
STMG: Spatial-Temporal Mobility Graph for Location Prediction DASFAA, 2021.

[9] Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization, AAAI, 2021.

[8] 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, 2021.

[7] Yuhao Zhang, Xiangrui Cai*, Ying Zhang, Hong Kang, Xin Ji, Xiaojie Yuan
TAU: Transferable Attention U-Net for Optic Disc and Cup Segmentation, KBS, 2021.

[6] Wenya Guo, Ying Zhang, Xiangrui Cai, Lei Meng, Jufeng Yang, Xiaojie Yuan
LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition, TMM, 2021.

[5] Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan
Re-Attention for Visual Question Answering, AAAI, 2020.

[4] Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan,
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation, IJCAI, 2019.

[3] Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan
On the Impact of the Length of Subword Vectors on Word Embeddings, DASFAA, 2019.

[2] Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan
Multivariate Time Series Imputation with Generative Adversarial Networks, NeurIPS, 2018.

[1] Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
Medical Concept Embedding with Time-Aware Attention, IJCAI, 2018.

Current and Former Students

• Minxuan Zhou
• Yang Wang