A survey on temporal knowledge graph embedding: Models and applications. - Yuchao Zhang 003; Xiangjie Kong 001; Zhehui Shen; Jianxin Li 001; Qiuhua Yi; Guojiang Shen; Bo Dong (Knowl. Based Syst., 2024)

Tackling Sparse Facts for Temporal Knowledge Graph Completion. - Yuchao Zhang 003; Xiangjie Kong 001; Kailun Ye; Guojiang Shen; Shangfei Zheng (WWW, 2025)

Context-aware adaptive reinforcement learning for multi-hop knowledge graph reasoning in few-shot scenarios. - Shangfei Zheng; Xiaotong Nie; Wei Yuan 003; Liang Qu; Xiangjie Kong 001; Yuchao Zhang 003; Jian Hou 002 (Knowl. Based Syst., 2025)

Dual History Enhancement with Hybrid Hypergraph-Graph Networks for Temporal Knowledge Graph Reasoning. - Kailun Ye; Xiangjie Kong 001; Yuchao Zhang 003; Xuan Wang; Linan Zhu 001; Jiaxin Du; Guojiang Shen; Jianxin Li 001 (WWW, 2026)

DSTAG: A Semantic Tag-Enhanced Dual-Graph Convolutional Network for Temporal Knowledge Graph Completion. - Yuchao Zhang 003; Xiangjie Kong 001; Kailun Ye; Shangfei Zheng; Guojiang Shen (WWW, 2026)

A context-aware temporal knowledge graph completion method based on logical paths. - Yuchao Zhang 003; Xiangjie Kong 001; Kailun Ye; Shangfei Zheng; Qihong Pan; Guojiang Shen; Jianxin Li 001 (Neurocomputing, 2026)

LDCL: Large language model-driven dual-view contrastive learning for temporal knowledge graph completion. - Yuchao Zhang 003; Xiangjie Kong 001; Yinghui Liu; Shangfei Zheng; Guojiang Shen; Jianxin Li 001 (Inf. Sci., 2026)

Multi-hop reasoning with fine-grained entity representations and LLM-augmented actions over few-shot knowledge graphs. - Shangfei Zheng; Yancheng Zhu; Yuchao Zhang 003; Xiaotong Nie; Jian Hou 002 (Knowl. Inf. Syst., 2026)