Shangfei Zheng

25 papers A* 5A 1Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A context-aware temporal knowledge graph completion method based on logical paths.
Neurocomputing
Yuchao Zhang, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Qihong Pan, Guojiang Shen, Jianxin Li
2026 J jnl
ARLIE: Adaptive Reinforcement Learning With Inductive Embeddings for Fully-Inductive Multi-Hop Reasoning Over Temporal Knowledge Graphs.
IEEE Trans. Knowl. Data Eng.
Shangfei Zheng, Yunjun Gao, An Liu, Wenhao Li, Tong Chen, Hongzhi Yin
2026 J jnl
Byzantine-robust decentralized federated learning based on feature extraction layer measuring and delayed aggregation.
Knowl. Based Syst.
Jian Hou, Xintong Liang, Ning Gui, Lili Wang, Shangfei Zheng
2026 A* conf
DSTAG: A Semantic Tag-Enhanced Dual-Graph Convolutional Network for Temporal Knowledge Graph Completion.
WWW
Yuchao Zhang, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Guojiang Shen
2026 J jnl
Federated Learning and Unlearning for Recommendation with Personalized Data Sharing.
CoRR
Liang Qu, Jianxin Li, Wei Yuan, Shangfei Zheng, Lu Chen, Chengfei Liu, Hongzhi Yin
2026 J jnl
LDCL: Large language model-driven dual-view contrastive learning for temporal knowledge graph completion.
Inf. Sci.
Yuchao Zhang, Xiangjie Kong, Yinghui Liu, Shangfei Zheng, Guojiang Shen, Jianxin Li
2026 J jnl
Multi-hop reasoning with fine-grained entity representations and LLM-augmented actions over few-shot knowledge graphs.
Knowl. Inf. Syst.
Shangfei Zheng, Yancheng Zhu, Yuchao Zhang, Xiaotong Nie, Jian Hou
2025 A* conf
CADRL: Category-Aware Dual-Agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs.
ICDE
Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao
2025 J jnl
Context-aware adaptive reinforcement learning for multi-hop knowledge graph reasoning in few-shot scenarios.
Knowl. Based Syst.
Shangfei Zheng, Xiaotong Nie, Wei Yuan, Liang Qu, Xiangjie Kong, Yuchao Zhang, Jian Hou
2025 J jnl
Do as I Can, Not as I Get: Topology-Aware Multi-Hop Reasoning on Multi-Modal Knowledge Graphs.
IEEE Trans. Knowl. Data Eng.
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2025 J jnl
HUMP: Highlighted Users' Modality Preference for Multi-modal Recommender Systems.
Data Sci. Eng.
Shijie Zhu, Qian Zhou, Wei Chen, Shangfei Zheng, Lei Zhao
2025 J jnl
Multi-Robot Collaborative Exploration on Communication-Constrained Environments.
IEEE Access
Guangdong Lu, Hantao Ding, Jian Hou, Shangfei Zheng
2025 A* conf
Tackling Sparse Facts for Temporal Knowledge Graph Completion.
WWW
Yuchao Zhang, Xiangjie Kong, Kailun Ye, Guojiang Shen, Shangfei Zheng
2025 J jnl
Towards heterogeneous federated graph learning via structural entropy and prototype aggregation.
Inf. Sci.
Zhehao Dai, Guojiang Shen, Haopeng Yuan, Shangfei Zheng, Yuyue Hu, Jiaxin Du, Xiangjie Kong, Feng Xia
2024 J jnl
CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs.
CoRR
Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao
2024 J jnl
MMUIL: enhancing multi-platform user identity linkage with multi-information.
Knowl. Inf. Syst.
Qian Zhou, Yihan Hei, Wei Chen, Shangfei Zheng, Lei Zhao
2024 J jnl
Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios.
IEEE Trans. Knowl. Data Eng.
Shangfei Zheng, Wei Chen, Weiqing Wang, Pengpeng Zhao, Hongzhi Yin, Lei Zhao
2023 A* conf
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning.
SIGIR
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2023 J jnl
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning.
CoRR
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2023 J jnl
Do as I can, not as I get: Topology-aware multi-hop reasoning on multi-modal knowledge graphs.
CoRR
Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao
2023 — conf
Enhancing Multimedia Recommendation Through Item-Item Semantic Denoising and Global Preference Awareness.
ADMA (1)
Yanlong Zhang, Shangfei Zheng, Qian Zhou, Wei Chen, Lei Zhao
2023 A* conf
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning.
ICDE
Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao
2022 J jnl
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning.
CoRR
Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao
2021 A conf
When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations.
CIKM
Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao
2019 J jnl
Improved Multi-Agent Deep Deterministic Policy Gradient for Path Planning-Based Crowd Simulation.
IEEE Access
Shangfei Zheng, Hong Liu