| 2026 | ACL | Bridging the Sensory Gap: Visual Injection for Taxonomy Completion. | Yuhang Niu, Hongyuan Xu, Ciyi Liu, Bofan Wei, Jiaqi Ye, Yanlong Wen, Xiaojie Yuan |
| 2025 | DASFAA | UniMixer: Unified Patch-Wise and Global Inter-Series Dependency Modeling for Multivariate Time Series Forecasting. | Jiaqi Ye, Ciyi Liu, Xinxing Zhou, Rongjie Shen, Yanlong Wen |
| 2025 | EMNLP | DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings. | Bofan Wei, Hongyuan Xu, Yuhang Niu, Jiarui Ren, Yanlong Wen, Xiaojie Yuan |
| 2025 | ICASSP | LagTS: Toward Adaptive Lag Relationship Modeling for Multivariate Time Series Forecasting. | Ciyi Liu, Jiaqi Ye, Zhenpeng Yu, Shubao Zhao, Zhaoxiang Hou, Chengyi Yang, Yanlong Wen, Xiaojie Yuan |
| 2025 | ICASSP | HCLTS: Mining Customers' Consumption Patterns in Natural Gas Time Series with Hierarchical Contrastive Learning. | Yuhang Niu, Jiaqi Ye, Shubao Zhao, Zhaoxiang Hou, Chengyi Yang, Zengxiang Li, Yanlong Wen, Xiaojie Yuan |
| 2025 | WWW | Compress and Mix: Advancing Efficient Taxonomy Completion with Large Language Models. | Hongyuan Xu, Yuhang Niu, Yanlong Wen, Xiaojie Yuan |
| 2024 | DASFAA | Attribute-Enhanced Temporal Point Process for Personalized User Behavior Prediction. | Yunong Chen, Men Zhang, Yuying Lin, Hongyuan Xu, Dongming Zhao, Yanlong Wen |
| 2024 | IJCAI | Contrastive Representation Learning for Self-Supervised Taxonomy Completion. | Yuhang Niu, Hongyuan Xu, Ciyi Liu, Yanlong Wen, Xiaojie Yuan |
| 2023 | DASFAA | Personalized Dissatisfied Users Prediction in Mobile Communication Service. | Yunong Chen, Yuying Lin, Bojian Zhang, Dongming Zhao, Haiwei Zhang, Yanlong Wen |
| 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 |
| 2022 | COLING | TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding. | Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia, Xiaojie Yuan |
| 2022 | IJCAI | TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion. | Hongyuan Xu, Yunong Chen, Zichen Liu, Yanlong Wen, Xiaojie Yuan |
| 2022 | SIGIR | Explainable Session-based Recommendation with Meta-path Guided Instances and Self-Attention Mechanism. | Jiayin Zheng, Juanyun Mai, Yanlong Wen |
| 2021 | DASFAA | STMG: Spatial-Temporal Mobility Graph for Location Prediction. | Xuan Pan, Xiangrui Cai, Jiangwei Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2021 | EMNLP | TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths. | Zichen Liu, Hongyuan Xu, Yanlong Wen, Ning Jiang, Haiying Wu, Xiaojie Yuan |
| 2018 | DASFAA | KAT: Keywords-to-SPARQL Translation Over RDF Graphs. | Yanlong Wen, Yudong Jin, Xiaojie Yuan |
| 2018 | DASFAA | Nearest Subspace with Discriminative Regularization for Time Series Classification. | Zhenguo Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2018 | IJCNN | Temporal Link Prediction Using Cluster and Temporal Information Based Motif Feature. | Yi Li, Yanlong Wen, Peng Nie, Xiaojie Yuan |
| 2018 | KSEM | Authorship Attribution for Short Texts with Author-Document Topic Model. | Haowen Zhang, Peng Nie, Yanlong Wen, Xiaojie Yuan |
| 2017 | WISE | Time Series Classification by Modeling the Principal Shapes. | Zhenguo Zhang, Yanlong Wen, Ying Zhang, Xiaojie Yuan |
| 2016 | APWEB | A Hadoop-Based Database Querying Approach for Non-expert Users. | Yale Chai, Chao Wang, Yanlong Wen, 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 |
| 2016 | APWEB | Accelerating Time Series Shapelets Discovery with Key Points. | Zhenguo Zhang, Haiwei Zhang, Yanlong Wen, Xiaojie Yuan |
| 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 |
| 2013 | APWEB | K Hops Frequent Subgraphs Mining for Large Attribute Graph. | Haiwei Zhang, Simeng Jin, Xiangyu Hu, Ying Zhang, Yanlong Wen, Xiaojie Yuan |
| 2011 | DASFAA | Effective Keyword Search for Candidate Fragments of XML Documents. | Yanlong Wen, Haiwei Zhang, Ying Zhang, Lu Zhang, Lei Xu, Xiaojie Yuan |