XML Retrieval with Structural Context Relaxation. - Yanlong Wen; Xinkun Li; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (EIDWT, 2013)

Discovery of Unique Column Combinations with Hadoop. - Shupeng Han; Xiangrui Cai; Chao Wang 054; Haiwei Zhang; Yanlong Wen (APWeb, 2014)

Summarizing Relational Database Schema Based on Label Propagation. - Xiaojie Yuan; Xinkun Li; Man Yu; Xiangrui Cai; Ying Zhang 015; Yanlong Wen (APWeb, 2014)

Truth Finding from Multiple Data Sources by Source Confidence Estimation. - Fan Zhang; Li Yu; Xiangrui Cai; Ying Zhang 015; Haiwei Zhang (IEEE WISA, 2015)

Overlapping Schema Summarization Based on Multi-label Propagation. - Man Yu; Chao Wang 054; Xiangrui Cai; Ying Zhang 015; Yanlong Wen; Xiaojie Yuan (APWeb, 2015)

Efficient Foreign Key Discovery Based on Nearest Neighbor Search. - Xiaojie Yuan; Xiangrui Cai; Man Yu; Chao Wang 054; Ying Zhang 015; Yanlong Wen (WAIM, 2015)

Purchase and Redemption Prediction Based on Multi-task Gaussian Process and Dimensionality Reduction. - Chao Wang 054; Xiangrui Cai; Zhenguo Zhang; Yanlong Wen (APWeb (2), 2016)

Efficient Unique Column Combinations Discovery Based on Data Distribution. - Chao Wang 054; Shupeng Han; Xiangrui Cai; Haiwei Zhang; Yanlong Wen (WAIM (1), 2016)

Improving Word Embeddings by Emphasizing Co-hyponyms. - Xiangrui Cai; Yonghong Luo; Ying Zhang 015; Xiaojie Yuan (WISA, 2018)

Medical Concept Embedding with Time-Aware Attention. - Xiangrui Cai; Jinyang Gao; Kee Yuan Ngiam; Beng Chin Ooi; Ying Zhang 015; Xiaojie Yuan (IJCAI, 2018)

Multivariate Time Series Imputation with Generative Adversarial Networks. - Yonghong Luo; Xiangrui Cai; Ying Zhang 015; Jun Xu; Xiaojie Yuan (NeurIPS, 2018)

StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality. - Yonghong Luo; Ying Zhang 015; Xiaoke Ding; Xiangrui Cai; Chunyao Song; Xiaojie Yuan (WISE (2), 2018)

On the Impact of the Length of Subword Vectors on Word Embeddings. - Xiangrui Cai; Yonghong Luo; Ying Zhang 015; Xiaojie Yuan (DASFAA (3), 2019)

E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. - Yonghong Luo; Ying Zhang 015; Xiangrui Cai; Xiaojie Yuan (IJCAI, 2019)

Re-Attention for Visual Question Answering. - Wenya Guo; Ying Zhang 015; Xiaoping Wu; Jufeng Yang; Xiangrui Cai; Xiaojie Yuan (AAAI, 2020)

Multimodal Topic Detection in Social Networks with Graph Fusion. - Yuhao Zhang; Kehui Song; Xiangrui Cai; Yierxiati Tuergong; Ling Yuan; Ying Zhang 015 (WISA, 2021)

MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization. - Baohang Zhou; Xiangrui Cai; Ying Zhang 015; Wenya Guo; Xiaojie Yuan (AAAI, 2021)

An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. - Baohang Zhou; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (ACL/IJCNLP (1), 2021)

Effective Multi-Fault Localization Based on Fault-Relevant Statistics. - Sihan Xu; Ya Gao; Xiangrui Cai; Zhiyu Wang; Hua Ji (COMPSAC, 2021)

ImputeRNN: Imputing Missing Values in Electronic Medical Records. - Jiawei Ouyang; Yuhao Zhang; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (DASFAA (3), 2021)

STMG: Spatial-Temporal Mobility Graph for Location Prediction. - Xuan Pan; Xiangrui Cai; Jiangwei Zhang; Yanlong Wen; Ying Zhang 015; Xiaojie Yuan (DASFAA (1), 2021)

A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes. - Kehui Song; Shenglong Yu; Haiwei Zhang; Ying Zhang 015; Xiangrui Cai; Xiaojie Yuan (DASFAA (3), 2021)

Incorporating Circumstances into Narrative Event Prediction. - Shichao Wang; Xiangrui Cai; Hongbin Wang; Xiaojie Yuan (EMNLP (Findings), 2021)

Missing value imputation in multivariate time series with end-to-end generative adversarial networks. - Ying Zhang 015; Baohang Zhou; Xiangrui Cai; Wenya Guo; Xiaoke Ding; Xiaojie Yuan (Inf. Sci., 2021)

Adversarially learned one-class novelty detection with confidence estimation. - Ying Zhang 015; Baohang Zhou; Xiaoke Ding; Jiawei Ouyang; Xiangrui Cai; Jinyang Gao; Xiaojie Yuan (Inf. Sci., 2021)

TAU: Transferable Attention U-Net for optic disc and cup segmentation. - Yuhao Zhang; Xiangrui Cai; Ying Zhang 015; Hong Kang; Xin Ji; Xiaojie Yuan (Knowl. Based Syst., 2021)

LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition. - Wenya Guo; Ying Zhang 015; Xiangrui Cai; Lei Meng 001; Jufeng Yang; Xiaojie Yuan (IEEE Trans. Multim., 2021)

DEAR: Dual-Level Self-attention GRU for Online Early Prediction of Sepsis. - Yu Zhao 043; Yike Wu; Mo Liu 006; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (WISA, 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 (AAAI, 2022)

Contrastive Meta-Learning for Drug-Target Binding Affinity Prediction. - Mei Li; Sihan Xu; Xiangrui Cai; Zhong Zhang 001; Hua Ji (BIBM, 2022)

Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction. - Mei Li; Xiangrui Cai; Linyu Li 002; Sihan Xu; Hua Ji (CIKM, 2022)

MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. - Yu Zhao 043; Xiangrui Cai; Yike Wu; Haiwei Zhang; Ying Zhang 015; Guoqing Zhao; Ning Jiang (EMNLP, 2022)

BadPrompt: Backdoor Attacks on Continuous Prompts. - Xiangrui Cai; Haidong Xu; Sihan Xu; Ying Zhang 015; Xiaojie Yuan (NeurIPS, 2022)

CRNet: Modeling Concurrent Events over Temporal Knowledge Graph. - Shichao Wang; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (ISWC, 2022)

DeepSuite: A Test Suite Optimizer for Autonomous Vehicles. - Sihan Xu; Zhiyu Wang; Lingling Fan 003; Xiangrui Cai; Hua Ji; Siau-Cheng Khoo; Brij Bhooshan Gupta (IEEE Trans. Intell. Transp. Syst., 2022)

From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. - Yu Zhao 043; Yike Wu; Xiangrui Cai; Ying Zhang 015; Haiwei Zhang; Xiaojie Yuan (ACL (Findings), 2023)

BioFEG: Generate Latent Features for Biomedical Entity Linking. - Xuhui Sui; Ying Zhang 015; Xiangrui Cai; Kehui Song; Baohang Zhou; Xiaojie Yuan; Wensheng Zhang 002 (EMNLP, 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 (EMNLP, 2023)

LiResolver: License Incompatibility Resolution for Open Source Software. - Sihan Xu; Ya Gao; Lingling Fan 003; Linyu Li 002; Xiangrui Cai; Zheli Liu (ISSTA, 2023)

LiSum: Open Source Software License Summarization with Multi-Task Learning. - Linyu Li 002; Sihan Xu; Yang Liu 003; Ya Gao; Xiangrui Cai; Jiarun Wu; Wenli Song; Zheli Liu (ASE, 2023)

Metapath-aggregated heterogeneous graph neural network for drug-target interaction prediction. - Mei Li; Xiangrui Cai; Sihan Xu; Hua Ji (Briefings Bioinform., 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., 2023)

Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis. - Yuhao Zhang; Ying Zhang 015; Wenya Guo; Xiangrui Cai; Xiaojie Yuan (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. - Tianhao Huang; Xuan Pan; Xiangrui Cai; Ying Zhang 015; Xiaojie Yuan (AAAI, 2024)

Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. - Yu Zhao 043; Ying Zhang 015; Baohang Zhou; Xinying Qian; Kehui Song; Xiangrui Cai (SIGIR, 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)

LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection. - Xiangrui Cai; Yang Wang 128; Sihan Xu; Hao Li 027; Ying Zhang 015; Zheli Liu; Xiaojie Yuan (IEEE Trans. Inf. Forensics Secur., 2024)

Graph Structure Aware Contrastive Multi-View Clustering. - Rui Chen; Yongqiang Tang; Xiangrui Cai; Xiaojie Yuan; Wenlong Feng; Wensheng Zhang 002 (IEEE Trans. Big Data, 2024)

Can Coverage Criteria Guide Failure Discovery for Image Classifiers? An Empirical Study. - Zhiyu Wang; Sihan Xu; Lingling Fan 003; Xiangrui Cai; Linyu Li 002; Zheli Liu (ACM Trans. Softw. Eng. Methodol., 2024)

GeoCo: Geographical Correlation Enhanced Network for POI Recommendation. - Xuan Pan; Xiangrui Cai; Sihan Xu; Ying Zhang 015; Peng Nie; Xiaojie Yuan (IEEE Trans. Knowl. Data Eng., 2024)

ME3A: A Multimodal Entity Entailment framework for multimodal Entity Alignment. - Yu Zhao 043; Ying Zhang 015; Xuhui Sui; Xiangrui Cai (Inf. Process. Manag., 2025)

Hyper-modal Imputation Diffusion Embedding with Dual-Distillation for Federated Multimodal Knowledge Graph Completion. - Ying Zhang 015; Yu Zhao 043; Xuhui Sui; Baohang Zhou; Xiangrui Cai; Li Shen 008; Xiaojie Yuan; Dacheng Tao (CoRR, 2025)