Xiangrui Cai

73 papers A* 15A 2B 1C 3Misc 5Journal 33Unranked 14
YearRankTypeTitle / Venue / Authors
2026 A* conf
Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting.
AAAI
Zhixin Liu, Xuanlin Liu, Sihan Xu, Yaqiong Qiao, Ying Zhang, Xiangrui Cai
2026 J jnl
Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting.
CoRR
Zhixin Liu, Xuanlin Liu, Sihan Xu, Yaqiong Qiao, Ying Zhang, Xiangrui Cai
2026 J jnl
Dirichlet process mixture mechanism with extended stochastic variational inference: Bayesian adversarial learning for IoT intrusion detection.
Neurocomputing
Wenda He, Xiangrui Cai, Huayue Zhong, Weishan Zou, Yuping Lai, Xiaojie Yuan
2026 J jnl
IDMM-IDS: An efficient and robust intrusion detection system for the IoT based on the inverted Dirichlet mixture model.
Neural Networks
Wenda He, Xiangrui Cai, Yiying Yu, Yuping Lai, Xiaojie Yuan
2026 A* conf
Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization.
AAAI
Yuliang Chen, Xi Lin, Jun Wu, Xiangrui Cai, Qiaolun Zhang, Xichun Fan, Jiapeng Xu, Xiu Su
2026 J jnl
Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization.
CoRR
Yuliang Chen, Xi Lin, Jun Wu, Xiangrui Cai, Qiaolun Zhang, Xichun Fan, Jiapeng Xu, Xiu Su
2026 J jnl
PAD: Popularity-aware debiasing for high-value item recommendation.
Expert Syst. Appl.
Yuchen Zheng, Dongming Zhao, Xiangrui Cai, Yanlong Wen, Xiaojie Yuan
2025 J jnl
Bi-ACTCNet: A Bidirectional Channel Attention and Mutual-Cross-Attention Temporal Feature Extraction Network for Motor-Rest Classification in Motor Imagery.
IEEE Internet Things J.
Lei Cao, Xiangrui Cai, Yilin Dong
2025 J jnl
Dual-Space Contrastive Learning for Open-World Semi-Supervised Classification.
IEEE Trans. Neural Networks Learn. Syst.
Yuxun Qu, Yongqiang Tang, Chenyang Zhang, Xiangrui Cai, Xiaojie Yuan, Wensheng Zhang
2025 J jnl
Fusion of Multiscale Features Via Centralized Sparse-attention Network for EEG Decoding.
CoRR
Xiangrui Cai, Shaocheng Ma, Lei Cao, Jie Li, Tianyu Liu, Yilin Dong
2025 J jnl
Hyper-modal Imputation Diffusion Embedding with Dual-Distillation for Federated Multimodal Knowledge Graph Completion.
CoRR
Ying Zhang, Yu Zhao, Xuhui Sui, Baohang Zhou, Xiangrui Cai, Li Shen, Xiaojie Yuan, Dacheng Tao
2025 Misc conf
LFT4POI: Multimodal POI Recommendation via Large Language Model Fine-Tuning.
WISA
Chuanchang Zhang, Yuchen Zheng, Xuan Pan, Sihan Xu, Xiangrui Cai
2025 J jnl
ME3A: A Multimodal Entity Entailment framework for multimodal Entity Alignment.
Inf. Process. Manag.
Yu Zhao, Ying Zhang, Xuhui Sui, Xiangrui Cai
2025 J jnl
RMSL: Weakly-Supervised Insider Threat Detection with Robust Multi-sphere Learning.
CoRR
Yang Wang, Yaxin Zhao, Xinyu Jiao, Sihan Xu, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2024 J jnl
Can Coverage Criteria Guide Failure Discovery for Image Classifiers? An Empirical Study.
ACM Trans. Softw. Eng. Methodol.
Zhiyu Wang, Sihan Xu, Lingling Fan, Xiangrui Cai, Linyu Li, Zheli Liu
2024 A* conf
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion.
SIGIR
Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai
2024 J jnl
Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion.
CoRR
Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai
2024 J jnl
ESVI-GaMM: A fast network intrusion detection approach based on the Bayesian gamma mixture model.
Inf. Sci.
Wenda He, Xiangrui Cai, Yu-Ping Lai, Xiaojie Yuan
2024 J jnl
GeoCo: Geographical Correlation Enhanced Network for POI Recommendation.
IEEE Trans. Knowl. Data Eng.
Xuan Pan, Xiangrui Cai, Sihan Xu, Ying Zhang, Peng Nie, Xiaojie Yuan
2024 J jnl
Graph Structure Aware Contrastive Multi-View Clustering.
IEEE Trans. Big Data
Rui Chen, Yongqiang Tang, Xiangrui Cai, Xiaojie Yuan, Wenlong Feng, Wensheng Zhang
2024 J jnl
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection.
CoRR
Xiangrui Cai, Yang Wang, Sihan Xu, Hao Li, Ying Zhang, Zheli Liu, Xiaojie Yuan
2024 J jnl
LAN: Learning Adaptive Neighbors for Real-Time Insider Threat Detection.
IEEE Trans. Inf. Forensics Secur.
Xiangrui Cai, Yang Wang, Sihan Xu, Hao Li, Ying Zhang, Zheli Liu, Xiaojie Yuan
2024 A* conf
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation.
AAAI
Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2024 J jnl
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation.
CoRR
Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2023 A* conf
BioFEG: Generate Latent Features for Biomedical Entity Linking.
EMNLP
Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang
2023 — conf
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment.
ACL (Findings)
Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan
2023 J jnl
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment.
CoRR
Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan
2023 J jnl
Learning Disentangled Representation for Multimodal Cross-Domain Sentiment Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Yuhao Zhang, Ying Zhang, Wenya Guo, Xiangrui Cai, Xiaojie Yuan
2023 A conf
LiResolver: License Incompatibility Resolution for Open Source Software.
ISSTA
Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu
2023 J jnl
LiResolver: License Incompatibility Resolution for Open Source Software.
CoRR
Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu
2023 A* conf
LiSum: Open Source Software License Summarization with Multi-Task Learning.
ASE
Linyu Li, Sihan Xu, Yang Liu, Ya Gao, Xiangrui Cai, Jiarun Wu, Wenli Song, Zheli Liu
2023 J jnl
LiSum: Open Source Software License Summarization with Multi-Task Learning.
CoRR
Linyu Li, Sihan Xu, Yang Liu, Ya Gao, Xiangrui Cai, Jiarun Wu, Wenli Song, Zheli Liu
2023 J jnl
Location Recommendation Based on Mobility Graph With Individual and Group Influences.
IEEE Trans. Intell. Transp. Syst.
Xuan Pan, Xiangrui Cai, Kehui Song, Thar Baker, Thippa Reddy Gadekallu, Xiaojie Yuan
2023 J jnl
Metapath-aggregated heterogeneous graph neural network for drug-target interaction prediction.
Briefings Bioinform.
Mei Li, Xiangrui Cai, Sihan Xu, Hua Ji
2023 A* conf
TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion.
EMNLP
Hongyuan Xu, Ciyi Liu, Yuhang Niu, Yunong Chen, Xiangrui Cai, Yanlong Wen, Xiaojie Yuan
2022 A* conf
BadPrompt: Backdoor Attacks on Continuous Prompts.
NeurIPS
Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan
2022 J jnl
BadPrompt: Backdoor Attacks on Continuous Prompts.
CoRR
Xiangrui Cai, Haidong Xu, Sihan Xu, Ying Zhang, Xiaojie Yuan
2022 Misc conf
CRNet: Modeling Concurrent Events over Temporal Knowledge Graph.
ISWC
Shichao Wang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2022 — conf
Contrastive Meta-Learning for Drug-Target Binding Affinity Prediction.
BIBM
Mei Li, Sihan Xu, Xiangrui Cai, Zhong Zhang, Hua Ji
2022 Misc conf
DEAR: Dual-Level Self-attention GRU for Online Early Prediction of Sepsis.
WISA
Yu Zhao, Yike Wu, Mo Liu, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2022 J jnl
DeepSuite: A Test Suite Optimizer for Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst.
Sihan Xu, Zhiyu Wang, Lingling Fan, Xiangrui Cai, Hua Ji, Siau-Cheng Khoo, Brij Bhooshan Gupta
2022 A conf
Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction.
CIKM
Mei Li, Xiangrui Cai, Linyu Li, Sihan Xu, Hua Ji
2022 A* conf
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion.
EMNLP
Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang
2022 J jnl
MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion.
CoRR
Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang
2022 A* conf
Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning.
AAAI
Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji
2021 — conf
A Decision Support System for Heart Failure Risk Prediction Based on Weighted Naive Bayes.
DASFAA (3)
Kehui Song, Shenglong Yu, Haiwei Zhang, Ying Zhang, Xiangrui Cai, Xiaojie Yuan
2021 J jnl
Adversarially learned one-class novelty detection with confidence estimation.
Inf. Sci.
Ying Zhang, Baohang Zhou, Xiaoke Ding, Jiawei Ouyang, Xiangrui Cai, Jinyang Gao, Xiaojie Yuan
2021 — conf
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization.
ACL/IJCNLP (1)
Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2021 B conf
Effective Multi-Fault Localization Based on Fault-Relevant Statistics.
COMPSAC
Sihan Xu, Ya Gao, Xiangrui Cai, Zhiyu Wang, Hua Ji
2021 — conf
ImputeRNN: Imputing Missing Values in Electronic Medical Records.
DASFAA (3)
Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan
2021 — conf
Incorporating Circumstances into Narrative Event Prediction.
EMNLP (Findings)
Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan
2021 J jnl
LD-MAN: Layout-Driven Multimodal Attention Network for Online News Sentiment Recognition.
IEEE Trans. Multim.
Wenya Guo, Ying Zhang, Xiangrui Cai, Lei Meng, Jufeng Yang, Xiaojie Yuan
2021 A* conf
MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization.
AAAI
Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan
2021 J jnl
Missing value imputation in multivariate time series with end-to-end generative adversarial networks.
Inf. Sci.
Ying Zhang, Baohang Zhou, Xiangrui Cai, Wenya Guo, Xiaoke Ding, Xiaojie Yuan
2021 Misc conf
Multimodal Topic Detection in Social Networks with Graph Fusion.
WISA
Yuhao Zhang, Kehui Song, Xiangrui Cai, Yierxiati Tuergong, Ling Yuan, Ying Zhang
2021 — conf
STMG: Spatial-Temporal Mobility Graph for Location Prediction.
DASFAA (1)
Xuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan
2021 J jnl
TAU: Transferable Attention U-Net for optic disc and cup segmentation.
Knowl. Based Syst.
Yuhao Zhang, Xiangrui Cai, Ying Zhang, Hong Kang, Xin Ji, Xiaojie Yuan
2020 A* conf
Re-Attention for Visual Question Answering.
AAAI
Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan
2019 A* conf
E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation.
IJCAI
Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan
2019 — conf
On the Impact of the Length of Subword Vectors on Word Embeddings.
DASFAA (3)
Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan
2018 Misc conf
Improving Word Embeddings by Emphasizing Co-hyponyms.
WISA
Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan
2018 A* conf
Medical Concept Embedding with Time-Aware Attention.
IJCAI
Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
2018 J jnl
Medical Concept Embedding with Time-Aware Attention.
CoRR
Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan
2018 A* conf
Multivariate Time Series Imputation with Generative Adversarial Networks.
NeurIPS
Yonghong Luo, Xiangrui Cai, Ying Zhang, Jun Xu, Xiaojie Yuan
2018 — conf
StrDip: A Fast Data Stream Clustering Algorithm Using the Dip Test of Unimodality.
WISE (2)
Yonghong Luo, Ying Zhang, Xiaoke Ding, Xiangrui Cai, Chunyao Song, Xiaojie Yuan
2016 — conf
Efficient Unique Column Combinations Discovery Based on Data Distribution.
WAIM (1)
Chao Wang, Shupeng Han, Xiangrui Cai, Haiwei Zhang, Yanlong Wen
2016 — conf
Purchase and Redemption Prediction Based on Multi-task Gaussian Process and Dimensionality Reduction.
APWeb (2)
Chao Wang, Xiangrui Cai, Zhenguo Zhang, Yanlong Wen
2015 — conf
Efficient Foreign Key Discovery Based on Nearest Neighbor Search.
WAIM
Xiaojie Yuan, Xiangrui Cai, Man Yu, Chao Wang, Ying Zhang, Yanlong Wen
2015 C conf
Overlapping Schema Summarization Based on Multi-label Propagation.
APWeb
Man Yu, Chao Wang, Xiangrui Cai, Ying Zhang, Yanlong Wen, Xiaojie Yuan
2015 — conf
Truth Finding from Multiple Data Sources by Source Confidence Estimation.
IEEE WISA
Fan Zhang, Li Yu, Xiangrui Cai, Ying Zhang, Haiwei Zhang
2014 C conf
Discovery of Unique Column Combinations with Hadoop.
APWeb
Shupeng Han, Xiangrui Cai, Chao Wang, Haiwei Zhang, Yanlong Wen
2014 C conf
Summarizing Relational Database Schema Based on Label Propagation.
APWeb
Xiaojie Yuan, Xinkun Li, Man Yu, Xiangrui Cai, Ying Zhang, Yanlong Wen
2013 — conf
XML Retrieval with Structural Context Relaxation.
EIDWT
Yanlong Wen, Xinkun Li, Xiangrui Cai, Ying Zhang, Xiaojie Yuan