| 2026 | AAAI | Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization. | Yuliang Chen, Xi Lin, Jun Wu, Xiangrui Cai, Qiaolun Zhang, Xichun Fan, Jiapeng Xu, Xiu Su |
| 2026 | AAAI | Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting. | Zhixin Liu, Xuanlin Liu, Sihan Xu, Yaqiong Qiao, Ying Zhang, Xiangrui Cai |
| 2026 | SIGIR | FairSpec: Expert Specialization for Fair LLM-based Recommendation. | Yuchen Zheng, Xuan Pan, Jing Wang, Chuanchang Zhang, Xi Lin, Chunyao Song, Xiangrui Cai, Xiaojie Yuan |
| 2024 | AAAI | Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation. | Tianhao Huang, Xuan Pan, Xiangrui Cai, Ying Zhang, Xiaojie Yuan |
| 2024 | SIGIR | Contrast then Memorize: Semantic Neighbor Retrieval-Enhanced Inductive Multimodal Knowledge Graph Completion. | Yu Zhao, Ying Zhang, Baohang Zhou, Xinying Qian, Kehui Song, Xiangrui Cai |
| 2023 | ACL | From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment. | Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang, Xiaojie Yuan |
| 2023 | EMNLP | BioFEG: Generate Latent Features for Biomedical Entity Linking. | Xuhui Sui, Ying Zhang, Xiangrui Cai, Kehui Song, Baohang Zhou, Xiaojie Yuan, Wensheng Zhang |
| 2023 | EMNLP | 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 |
| 2023 | ISSTA | LiResolver: License Incompatibility Resolution for Open Source Software. | Sihan Xu, Ya Gao, Lingling Fan, Linyu Li, Xiangrui Cai, Zheli Liu |
| 2022 | AAAI | 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 |
| 2022 | CIKM | Heterogeneous Graph Attention Network for Drug-Target Interaction Prediction. | Mei Li, Xiangrui Cai, Linyu Li, Sihan Xu, Hua Ji |
| 2022 | EMNLP | MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion. | Yu Zhao, Xiangrui Cai, Yike Wu, Haiwei Zhang, Ying Zhang, Guoqing Zhao, Ning Jiang |
| 2021 | AAAI | MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization. | Baohang Zhou, Xiangrui Cai, Ying Zhang, Wenya Guo, Xiaojie Yuan |
| 2021 | ACL | An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization. | Baohang Zhou, Xiangrui Cai, Ying Zhang, Xiaojie Yuan |
| 2021 | COMPSAC | Effective Multi-Fault Localization Based on Fault-Relevant Statistics. | Sihan Xu, Ya Gao, Xiangrui Cai, Zhiyu Wang, Hua Ji |
| 2021 | DASFAA | ImputeRNN: Imputing Missing Values in Electronic Medical Records. | Jiawei Ouyang, Yuhao Zhang, Xiangrui Cai, Ying Zhang, Xiaojie Yuan |
| 2021 | DASFAA | STMG: Spatial-Temporal Mobility Graph for Location Prediction. | Xuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2021 | DASFAA | 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 |
| 2021 | EMNLP | Incorporating Circumstances into Narrative Event Prediction. | Shichao Wang, Xiangrui Cai, Hongbin Wang, Xiaojie Yuan |
| 2020 | AAAI | Re-Attention for Visual Question Answering. | Wenya Guo, Ying Zhang, Xiaoping Wu, Jufeng Yang, Xiangrui Cai, Xiaojie Yuan |
| 2019 | DASFAA | On the Impact of the Length of Subword Vectors on Word Embeddings. | Xiangrui Cai, Yonghong Luo, Ying Zhang, Xiaojie Yuan |
| 2019 | IJCAI | E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation. | Yonghong Luo, Ying Zhang, Xiangrui Cai, Xiaojie Yuan |
| 2018 | IJCAI | Medical Concept Embedding with Time-Aware Attention. | Xiangrui Cai, Jinyang Gao, Kee Yuan Ngiam, Beng Chin Ooi, Ying Zhang, Xiaojie Yuan |
| 2018 | WISE | 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 |
| 2016 | APWEB | Purchase and Redemption Prediction Based on Multi-task Gaussian Process and Dimensionality Reduction. | Chao Wang, Xiangrui Cai, Zhenguo Zhang, Yanlong Wen |
| 2015 | APWEB | Overlapping Schema Summarization Based on Multi-label Propagation. | Man Yu, Chao Wang, Xiangrui Cai, Ying Zhang, Yanlong Wen, Xiaojie Yuan |
| 2014 | APWEB | Discovery of Unique Column Combinations with Hadoop. | Shupeng Han, Xiangrui Cai, Chao Wang, Haiwei Zhang, Yanlong Wen |
| 2014 | APWEB | Summarizing Relational Database Schema Based on Label Propagation. | Xiaojie Yuan, Xinkun Li, Man Yu, Xiangrui Cai, Ying Zhang, Yanlong Wen |