Xiangrui Cai

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 50

Top Topics

Multivariate Time Series

Novelty Detection

Textual Entailment

Top Venues

Publications

Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. SIGIR (2024)
Wenda He, Xiangrui Cai, Yu-Ping Lai, Xiaojie Yuan
ESVI-GaMM: A fast network intrusion detection approach based on the Bayesian gamma mixture model. Inf. Sci. 678 (2024)
Xiangrui Cai, Yang Wang, Sihan Xu, Hao Li, Ying Zhang, Zheli Liu, Xiaojie Yuan
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection. CoRR (2024)
Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. CoRR (2024)
Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. CoRR (2024)
Rui Chen, Yongqiang Tang, Xiangrui Cai, Xiaojie Yuan, Wenlong Feng, Wensheng Zhang
Graph Structure Aware Contrastive Multi-View Clustering. IEEE Trans. Big Data 10 (3) (2024)
Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. AAAI (2024)
Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. ACL (Findings) (2023)
Linyu Li, Sihan Xu, Yang Liu, Ya Gao, Xiangrui Cai, Jiarun Wu, Wenli Song, Zheli Liu
LiSum: Open Source Software License Summarization with Multi-Task Learning. ASE (2023)
Linyu Li, Sihan Xu, Yang Liu, Ya Gao, Xiangrui Cai, Jiarun Wu, Wenli Song, Zheli Liu
LiSum: Open Source Software License Summarization with Multi-Task Learning. CoRR (2023)
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 Trans. Intell. Transp. Syst. 24 (8) (2023)
Mei Li, Xiangrui Cai, Sihan Xu, Hua Ji
Metapath-aggregated heterogeneous graph neural network for drug-target interaction prediction. Briefings Bioinform. 24 (1) (2023)
Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu
LiResolver: License Incompatibility Resolution for Open Source Software. ISSTA (2023)
Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, Xiaojie Yuan
Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Hongyuan Xu, Ciyi Liu, Yuhang Niu, Yunong Chen, Xiangrui Cai, Yanlong Wen, Xiaojie Yuan
TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion. EMNLP (2023)
Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang
BioFEG: Generate Latent Features for Biomedical Entity Linking. EMNLP (2023)
Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu
LiResolver: License Incompatibility Resolution for Open Source Software. CoRR (2023)
Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. CoRR (2023)
Mei Li, Xiangrui Cai, Linyu Li, Sihan Xu, Hua Ji
Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction. CIKM (2022)
Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan
BadPrompt: Backdoor Attacks on Continuous Prompts. CoRR (2022)
Sihan Xu, Zhiyu Wang, Lingling Fan, Xiangrui Cai, Hua Ji, Siau-Cheng Khoo, Brij Bhooshan Gupta
DeepSuite: A Test Suite Optimizer for Autonomous Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Mei Li, Sihan Xu, Xiangrui Cai, Zhong Zhang, Hua Ji
Contrastive Meta-Learning for Drug-Target Binding Affinity Prediction. BIBM (2022)
Yu Zhao, Yike Wu, Mo Liu, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
DEAR: Dual-Level Self-attention GRU for Online Early Prediction of Sepsis. WISA (2022)
Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. CoRR (2022)
Shichao Wang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
CRNet: Modeling Concurrent Events over Temporal Knowledge Graph. ISWC (2022)
Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. EMNLP (2022)
Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan
BadPrompt: Backdoor Attacks on Continuous Prompts. NeurIPS (2022)
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)
Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan
Adversarially learned one-class novelty detection with confidence estimation. Inf. Sci. 552 (2021)
Sihan Xu, Ya Gao, Xiangrui Cai, Zhiyu Wang, Hua Ji
Effective Multi-Fault Localization Based on Fault-Relevant Statistics. COMPSAC (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/IJCNLP (1) (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 (2021)
Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
ImputeRNN: Imputing Missing Values in Electronic Medical Records. DASFAA (3) (2021)
Wenya Guo, Ying Zhang, Xiangrui Cai, Lei Meng, Jufeng Yang, Xiaojie Yuan
LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition. IEEE Trans. Multim. 23 (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 (3) (2021)
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. Inf. Sci. 551 (2021)
Yuhao Zhang, Kehui Song, Xiangrui Cai, Yierxiati Tuergong, Ling Yuan, Ying Zhang
Multimodal Topic Detection in Social Networks with Graph Fusion. WISA (2021)
Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan
Incorporating Circumstances into Narrative Event Prediction. EMNLP (Findings) (2021)
Yuhao Zhang, Xiangrui Cai, Ying Zhang, Hong Kang, Xin Ji, Xiaojie Yuan
TAU: Transferable Attention U-Net for optic disc and cup segmentation. Knowl. Based Syst. 213 (2021)
Xuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan
STMG: Spatial-Temporal Mobility Graph for Location Prediction. DASFAA (1) (2021)
Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan
Re-Attention for Visual Question Answering. AAAI (2020)
Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan
On the Impact of the Length of Subword Vectors on Word Embeddings. DASFAA (3) (2019)
Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. IJCAI (2019)
Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
Medical Concept Embedding with Time-Aware Attention. IJCAI (2018)
Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
Medical Concept Embedding with Time-Aware Attention. CoRR (2018)
Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan
Multivariate Time Series Imputation with Generative Adversarial Networks. NeurIPS (2018)
Yonghong Luo, Ying Zhang, Xiaoke Ding, Xiangrui Cai, Chunyao Song, Xiaojie Yuan
StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality. WISE (2) (2018)
Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan
Improving Word Embeddings by Emphasizing Co-hyponyms. WISA (2018)
Chao Wang, Shupeng Han, Xiangrui Cai, Haiwei Zhang, Yanlong Wen
Efficient Unique Column Combinations Discovery Based on Data Distribution. WAIM (1) (2016)
Chao Wang, Xiangrui Cai, Zhenguo Zhang, Yanlong Wen
Purchase and Redemption Prediction Based on Multi-task Gaussian Process and Dimensionality Reduction. APWeb (2) (2016)
Xiaojie Yuan, Xiangrui Cai, Man Yu, Chao Wang, Ying Zhang, Yanlong Wen
Efficient Foreign Key Discovery Based on Nearest Neighbor Search. WAIM (2015)
Man Yu, Chao Wang, Xiangrui Cai, Ying Zhang, Yanlong Wen, Xiaojie Yuan
Overlapping Schema Summarization Based on Multi-label Propagation. APWeb (2015)
Fan Zhang, Li Yu, Xiangrui Cai, Ying Zhang, Haiwei Zhang
Truth Finding from Multiple Data Sources by Source Confidence Estimation. IEEE WISA (2015)
Shupeng Han, Xiangrui Cai, Chao Wang, Haiwei Zhang, Yanlong Wen
Discovery of Unique Column Combinations with Hadoop. APWeb (2014)
Xiaojie Yuan, Xinkun Li, Man Yu, Xiangrui Cai, Ying Zhang, Yanlong Wen
Summarizing Relational Database Schema Based on Label Propagation. APWeb (2014)
Yanlong Wen, Xinkun Li, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
XML Retrieval with Structural Context Relaxation. EIDWT (2013)