Xiangrui Cai

According to our database, Xiangrui Cai authored at least 51 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ME3A: A Multimodal Entity Entailment framework for multimodal Entity Alignment.

Yu Zhao, Ying Zhang, Xuhui Sui, Xiangrui Cai

Inf. Process. Manag., 2025

2024

GeoCo: Geographical Correlation Enhanced Network for POI Recommendation.

Xuan Pan, Xiangrui Cai, Sihan Xu, Ying Zhang, Peng Nie, Xiaojie Yuan

IEEE Trans. Knowl. Data Eng., December, 2024

Graph Structure Aware Contrastive Multi-View Clustering.

Rui Chen, Yongqiang Tang, Xiangrui Cai, Xiaojie Yuan, Wenlong Feng, Wensheng Zhang

IEEE Trans. Big Data, June, 2024

LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection.

Xiangrui Cai, Yang Wang, Sihan Xu, Hao Li, Ying Zhang, Zheli Liu, Xiaojie Yuan

IEEE Trans. Inf. Forensics Secur., 2024

ESVI-GaMM: A fast network intrusion detection approach based on the Bayesian gamma mixture model.

Wenda He, Xiangrui Cai, Yu-Ping Lai, Xiaojie Yuan

Inf. Sci., 2024

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion.

Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai

CoRR, 2024

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion.

Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation.

Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis.

Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, Xiaojie Yuan

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Location Recommendation Based on Mobility Graph With Individual and Group Influences.

Xuan Pan, Xiangrui Cai, Kehui Song, Thar Baker, Thippa Reddy Gadekallu, Xiaojie Yuan

IEEE Trans. Intell. Transp. Syst., August, 2023

Metapath-aggregated heterogeneous graph neural network for drug-target interaction prediction.

Mei Li, Xiangrui Cai, Sihan Xu, Hua Ji

Briefings Bioinform., January, 2023

LiSum: Open Source Software License Summarization with Multi-Task Learning.

Linyu Li, Sihan Xu, Yang Liu, Ya Gao, Xiangrui Cai, Jiarun Wu, Wenli Song, Zheli Liu

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

LiResolver: License Incompatibility Resolution for Open Source Software.

Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion.

Hongyuan Xu, Ciyi Liu, Yuhang Niu, Yunong Chen, Xiangrui Cai, Yanlong Wen, Xiaojie Yuan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

BioFEG: Generate Latent Features for Biomedical Entity Linking.

Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment.

Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

DeepSuite: A Test Suite Optimizer for Autonomous Vehicles.

Sihan Xu, Zhiyu Wang, Lingling Fan, Xiangrui Cai, Hua Ji, Siau-Cheng Khoo, Brij Bhooshan Gupta

IEEE Trans. Intell. Transp. Syst., 2022

CRNet: Modeling Concurrent Events over Temporal Knowledge Graph.

Shichao Wang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan

Proceedings of the Semantic Web - ISWC 2022, 2022

BadPrompt: Backdoor Attacks on Continuous Prompts.

Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion.

Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction.

Mei Li, Xiangrui Cai, Linyu Li, Sihan Xu, Hua Ji

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Contrastive Meta-Learning for Drug-Target Binding Affinity Prediction.

Mei Li, Sihan Xu, Xiangrui Cai, Zhong Zhang, Hua Ji

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning.

Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

DEAR: Dual-Level Self-attention GRU for Online Early Prediction of Sepsis.

Yu Zhao, Yike Wu, Mo Liu, Xiangrui Cai, Ying Zhang, Xiaojie Yuan

Proceedings of the Web Information Systems and Applications, 2022

2021

LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition.

Wenya Guo, Ying Zhang, Xiangrui Cai, Lei Meng, Jufeng Yang, Xiaojie Yuan

IEEE Trans. Multim., 2021

TAU: Transferable Attention U-Net for optic disc and cup segmentation.

Yuhao Zhang, Xiangrui Cai, Ying Zhang, Hong Kang, Xin Ji, Xiaojie Yuan

Knowl. Based Syst., 2021

Adversarially learned one-class novelty detection with confidence estimation.

Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan

Inf. Sci., 2021

Missing value imputation in multivariate time series with end-to-end generative adversarial networks.

Ying Zhang, Baohang Zhou, Xiangrui Cai, Wenya Guo, Xiaoke Ding, Xiaojie Yuan

Inf. Sci., 2021

Incorporating Circumstances into Narrative Event Prediction.

Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes.

Kehui Song, Shenglong Yu, Haiwei Zhang, Ying Zhang, Xiangrui Cai, Xiaojie Yuan

Proceedings of the Database Systems for Advanced Applications, 2021

STMG: Spatial-Temporal Mobility Graph for Location Prediction.

Xuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan

Proceedings of the Database Systems for Advanced Applications, 2021

ImputeRNN: Imputing Missing Values in Electronic Medical Records.

Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan

Proceedings of the Database Systems for Advanced Applications, 2021

Effective Multi-Fault Localization Based on Fault-Relevant Statistics.

Sihan Xu, Ya Gao, Xiangrui Cai, Zhiyu Wang, Hua Ji

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization.

Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization.

Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Multimodal Topic Detection in Social Networks with Graph Fusion.

Yuhao Zhang, Kehui Song, Xiangrui Cai, Yierxiati Tuergong, Ling Yuan, Ying Zhang

Proceedings of the Web Information Systems and Applications, 2021

2020

Re-Attention for Visual Question Answering.

Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation.

Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On the Impact of the Length of Subword Vectors on Word Embeddings.

Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan

Proceedings of the Database Systems for Advanced Applications, 2019

2018

StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality.

Yonghong Luo, Ying Zhang, Xiaoke Ding, Xiangrui Cai, Chunyao Song, Xiaojie Yuan

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Multivariate Time Series Imputation with Generative Adversarial Networks.

Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Medical Concept Embedding with Time-Aware Attention.

Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Improving Word Embeddings by Emphasizing Co-hyponyms.

Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan

Proceedings of the Web Information Systems and Applications, 2018

2016

Efficient Unique Column Combinations Discovery Based on Data Distribution.

Chao Wang, Shupeng Han, Xiangrui Cai, Haiwei Zhang, Yanlong Wen

Proceedings of the Web-Age Information Management - 17th International Conference, 2016

Purchase and Redemption Prediction Based on Multi-task Gaussian Process and Dimensionality Reduction.

Chao Wang, Xiangrui Cai, Zhenguo Zhang, Yanlong Wen

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Efficient Foreign Key Discovery Based on Nearest Neighbor Search.

Xiaojie Yuan, Xiangrui Cai, Man Yu, Chao Wang, Ying Zhang, Yanlong Wen

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Overlapping Schema Summarization Based on Multi-label Propagation.

Man Yu, Chao Wang, Xiangrui Cai, Ying Zhang, Yanlong Wen, Xiaojie Yuan

Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Truth Finding from Multiple Data Sources by Source Confidence Estimation.

Fan Zhang, Li Yu, Xiangrui Cai, Ying Zhang, Haiwei Zhang

Proceedings of the 12th Web Information System and Application Conference, 2015

2014

Summarizing Relational Database Schema Based on Label Propagation.

Xiaojie Yuan, Xinkun Li, Man Yu, Xiangrui Cai, Ying Zhang, Yanlong Wen

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

Discovery of Unique Column Combinations with Hadoop.

Shupeng Han, Xiangrui Cai, Chao Wang, Haiwei Zhang, Yanlong Wen

Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013

XML Retrieval with Structural Context Relaxation.

Yanlong Wen, Xinkun Li, Xiangrui Cai, Ying Zhang, Xiaojie Yuan

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013