| 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 | 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 | 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 |
| 2023 | ICONIP | Learning Primitive-Aware Discriminative Representations for Few-Shot Learning. | Jianpeng Yang, Yuhang Niu, Xuemei Xie, Guangming Shi |