VN Network: Embedding Newly Emerging Entities with Virtual Neighbors. - Yongquan He; Zihan Wang 002; Peng Zhang 002; Zhaopeng Tu; Zhaochun Ren (CIKM, 2020)

RolNE: Improving the Quality of Network Embedding with Structural Role Proximity. - Qi Liang 002; Dan Luo; Lu Ma; Peng Zhang 001; Meilin Zhou; Yongquan He; Bin Wang 004 (WISE (1), 2020)

HIP Network: Historical Information Passing Network for Extrapolation Reasoning on Temporal Knowledge Graph. - Yongquan He; Peng Zhang 001; Luchen Liu; Qi Liang 002; Wenyuan Zhang 002; Chuang Zhang (IJCAI, 2021)

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 (COLING, 2022)

Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs. - Xiaohan Xu; Peng Zhang; Yongquan He; Chengpeng Chao; Chaoyang Yan (IJCAI, 2022)

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 001 (ACL (Findings), 2023)

Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations. - Zihan Wang 002; Kai Zhao; Yongquan He; Zhumin Chen; Pengjie Ren; Maarten de Rijke; Zhaochun Ren (CIKM, 2023)

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 002; Yang Lin (EMNLP (Findings), 2023)

A Boundary Offset Prediction Network for Named Entity Recognition. - Minghao Tang; Yongquan He; Yongxiu Xu; Hongbo Xu; Wenyuan Zhang 002; Yang Lin (EMNLP (Findings), 2023)

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 001 (ACL (Findings), 2024)

MHPS: Multimodality-Guided Hierarchical Policy Search for Knowledge Graph Reasoning. - Chen Gao; Xugong Qin; Peng Zhang 044; Yongquan He; Xinjian Huang; Ming Zhou; Liehuang Zhu; Qingfeng Tan (ICASSP, 2024)

Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning. - Yongquan He; Xuancheng Huang; Minghao Tang; Lingxun Meng; Xiang Li 067; Wei Lin 022; Wenyuan Zhang 002; Yifu Gao (CoRR, 2024)

Revealing the Challenge of Detecting Character Knowledge Errors in LLM Role-Playing. - Wenyuan Zhang 002; Jiawei Sheng; Shuaiyi Nie; Zefeng Zhang; Xinghua Zhang 001; Yongquan He; Tingwen Liu (CoRR, 2024)

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 (ACL (1), 2025)