| 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 | 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 | 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 | 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 | 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 |
| 2021 | EMNLP | TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths. | Zichen Liu, Hongyuan Xu, Yanlong Wen, Ning Jiang, Haiying Wu, Xiaojie Yuan |