| 2025 | ACL | Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning. | Yongquan He, Wenyuan Zhang, Xuancheng Huang, Peng Zhang, Lingxun Meng, Xiang Zhou, Ke Zeng, Xunliang Cai |
| 2025 | EMNLP | Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. | Wenyuan Zhang, Shuaiyi Nie, Jiawei Sheng, Zefeng Zhang, Xinghua Zhang, Yongquan He, Tingwen Liu |
| 2024 | ACL | Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models. | Yifu Gao, Linbo Qiao, Zhigang Kan, Zhihua Wen, Yongquan He, Dongsheng Li |
| 2024 | ICASSP | MHPS: Multimodality-Guided Hierarchical Policy Search for Knowledge Graph Reasoning. | Chen Gao, Xugong Qin, Peng Zhang, Yongquan He, Xinjian Huang, Ming Zhou, Liehuang Zhu, Qingfeng Tan |
| 2023 | ACL | Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion. | Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li |
| 2023 | CIKM | Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations. | Zihan Wang, Kai Zhao, Yongquan He, Zhumin Chen, Pengjie Ren, Maarten de Rijke, Zhaochun Ren |
| 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 |
| 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 | IJCAI | Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs. | Xiaohan Xu, Peng Zhang, Yongquan He, Chengpeng Chao, Chaoyang Yan |
| 2021 | IJCAI | HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph. | Yongquan He, Peng Zhang, Luchen Liu, Qi Liang, Wenyuan Zhang, Chuang Zhang |
| 2020 | CIKM | VN Network: Embedding Newly Emerging Entities with Virtual Neighbors. | Yongquan He, Zihan Wang, Peng Zhang, Zhaopeng Tu, Zhaochun Ren |
| 2020 | WISE | RolNE: Improving the Quality of Network Embedding with Structural Role Proximity. | Qi Liang, Dan Luo, Lu Ma, Peng Zhang, Meilin Zhou, Yongquan He, Bin Wang |