| 2026 | AAAI | Information-Theoretic Minimal Sufficient Representation for Multi-Domain Knowledge Graph Completion. | Jiawei Sheng, Taoyu Su, Weiyi Yang, Linghui Wang, Yongxiu Xu, Tingwen Liu |
| 2025 | EMNLP | MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition. | Xinkui Lin, Yuhui Zhang, Yongxiu Xu, Kun Huang, Hongzhang Mu, Yubin Wang, Gaopeng Gou, Li Qian, Li Peng, Wei Liu, Jian Luan, Hongbo Xu |
| 2024 | COLING | An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment. | Yongxiu Xu, Hao Xu, Heyan Huang, Shiyao Cui, Minghao Tang, Longzheng Wang, Hongbo Xu |
| 2024 | ICANN | Position and Type Aware Anchor Link Prediction Across Social Networks. | Dongwei Zhu, Yongxiu Xu, Hongbo Xu, Hao Xu, Qi Wang, Wenhao Zhu |
| 2023 | DASFAA | Broaden Your Horizons: Inter-news Relation Mining for Fake News Detection. | Lei Zhang, Hongbo Xu, Fengzhao Shi, Chaoyang Yan, Yongxiu Xu |
| 2023 | EMNLP | Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning. | Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang, Yang Lin |
| 2023 | EMNLP | A Boundary Offset Prediction Network for Named Entity Recognition. | Minghao Tang, Yongquan He, Yongxiu Xu, Hongbo Xu, Wenyuan Zhang, Yang Lin |
| 2023 | ICANN | PTSTEP: Prompt Tuning for Semantic Typing of Event Processes. | Wenhao Zhu, Yongxiu Xu, Hongbo Xu, Minghao Tang, Dongwei Zhu |
| 2023 | ICANN | Anchor Link Prediction Based on Trusted Anchor Re-identification. | Dongwei Zhu, Yongxiu Xu, Lei Zhang, Minghao Tang, Wenhao Zhu, Hongbo Xu |
| 2023 | KSEM | Multi-hop Reading Comprehension Learning Method Based on Answer Contrastive Learning. | Hao You, Heyan Huang, Yue Hu, Yongxiu Xu |
| 2023 | PRICAI | Prompting Generative Language Model with Guiding Augmentation for Aspect Sentiment Triplet Extraction. | Kun Huang, Yongxiu Xu, Xinghua Zhang, Wenyuan Zhang, Hongbo Xu |
| 2022 | COLING | DoSEA: A Domain-specific Entity-aware Framework for Cross-Domain Named Entity Recogition. | Minghao Tang, Peng Zhang, Yongquan He, Yongxiu Xu, Chengpeng Chao, Hongbo Xu |
| 2022 | ICASSP | Wlinker: Modeling Relational Triplet Extraction As Word Linking. | Yongxiu Xu, Chuan Zhou, Heyan Huang, Jing Yu, Yue Hu |
| 2021 | AAAI | A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition. | Yongxiu Xu, Heyan Huang, Chong Feng, Yue Hu |
| 2021 | IJCNN | A Relation-aware Attention Neural Network for Modeling the Usage of Scientific Online Resources. | Yongxiu Xu, Heyan Huang, Chong Feng, Chuan Zhou, Jiarui Zhang, Yue Hu |