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2020 – today
- 2026
[j14]Yuchao Zhang
, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Qihong Pan, Guojiang Shen, Jianxin Li:
A context-aware temporal knowledge graph completion method based on logical paths. Neurocomputing 676: 133049 (2026)- [j13]Yuchao Zhang, Xiangjie Kong, Yinghui Liu, Shangfei Zheng, Guojiang Shen, Jianxin Li:
LDCL: Large language model-driven dual-view contrastive learning for temporal knowledge graph completion. Inf. Sci. 741: 123273 (2026) - [j12]Shangfei Zheng, Yancheng Zhu, Yuchao Zhang, Xiaotong Nie, Jian Hou:
Multi-hop reasoning with fine-grained entity representations and LLM-augmented actions over few-shot knowledge graphs. Knowl. Inf. Syst. 68(1): 86 (2026) - [j11]Jian Hou, Xintong Liang, Ning Gui, Lili Wang, Shangfei Zheng:
Byzantine-robust decentralized federated learning based on feature extraction layer measuring and delayed aggregation. Knowl. Based Syst. 337: 115392 (2026) - [j10]Shangfei Zheng, Yunjun Gao, An Liu, Wenhao Li, Tong Chen, Hongzhi Yin:
ARLIE: Adaptive Reinforcement Learning With Inductive Embeddings for Fully-Inductive Multi-Hop Reasoning Over Temporal Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 38(5): 2587-2601 (2026) - [j9]Haixia Zhang, Zhentao Lv, Shangfei Zheng:
DHO-3DGS: 3D Gaussian Splatting with dynamic hybrid optimization. Vis. Comput. 42(7): 261 (2026) - [c7]Yuchao Zhang, Xiangjie Kong, Kailun Ye, Shangfei Zheng, Guojiang Shen:
DSTAG: A Semantic Tag-Enhanced Dual-Graph Convolutional Network for Temporal Knowledge Graph Completion. WWW 2026: 3645-3655 - [i5]Liang Qu, Jianxin Li, Wei Yuan, Shangfei Zheng, Lu Chen, Chengfei Liu, Hongzhi Yin:
Federated Learning and Unlearning for Recommendation with Personalized Data Sharing. CoRR abs/2603.11610 (2026) - 2025
- [j8]Guangdong Lu, Hantao Ding, Jian Hou, Shangfei Zheng:
Multi-Robot Collaborative Exploration on Communication-Constrained Environments. IEEE Access 13: 31205-31214 (2025) - [j7]Shijie Zhu, Qian Zhou, Wei Chen, Shangfei Zheng, Lei Zhao:
HUMP: Highlighted Users' Modality Preference for Multi-modal Recommender Systems. Data Sci. Eng. 10(4): 786-799 (2025) - [j6]Zhehao Dai, Guojiang Shen, Haopeng Yuan, Shangfei Zheng, Yuyue Hu, Jiaxin Du, Xiangjie Kong, Feng Xia:
Towards heterogeneous federated graph learning via structural entropy and prototype aggregation. Inf. Sci. 718: 122338 (2025) - [j5]Shangfei Zheng, Xiaotong Nie, Wei Yuan, Liang Qu, Xiangjie Kong, Yuchao Zhang, Jian Hou:
Context-aware adaptive reinforcement learning for multi-hop knowledge graph reasoning in few-shot scenarios. Knowl. Based Syst. 331: 114799 (2025) - [j4]Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao:
Do as I Can, Not as I Get: Topology-Aware Multi-Hop Reasoning on Multi-Modal Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 37(5): 2405-2419 (2025) - [c6]Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao:
CADRL: Category-Aware Dual-Agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs. ICDE 2025: 128-141 - [c5]Yuchao Zhang, Xiangjie Kong, Kailun Ye, Guojiang Shen, Shangfei Zheng:
Tackling Sparse Facts for Temporal Knowledge Graph Completion. WWW 2025: 3561-3570 - 2024
- [j3]Qian Zhou, Yihan Hei, Wei Chen, Shangfei Zheng, Lei Zhao:
MMUIL: enhancing multi-platform user identity linkage with multi-information. Knowl. Inf. Syst. 66(7): 4221-4249 (2024) - [j2]Shangfei Zheng, Wei Chen, Weiqing Wang, Pengpeng Zhao, Hongzhi Yin, Lei Zhao:
Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios. IEEE Trans. Knowl. Data Eng. 36(4): 1713-1727 (2024) - [i4]Shangfei Zheng, Hongzhi Yin, Tong Chen, Xiangjie Kong, Jian Hou, Pengpeng Zhao:
CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs. CoRR abs/2408.03166 (2024) - 2023
- [c4]Yanlong Zhang, Shangfei Zheng, Qian Zhou, Wei Chen, Lei Zhao:
Enhancing Multimedia Recommendation Through Item-Item Semantic Denoising and Global Preference Awareness. ADMA (1) 2023: 802-817 - [c3]Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao:
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning. ICDE 2023: 96-109 - [c2]Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao:
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. SIGIR 2023: 1578-1588 - [i3]Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao:
DREAM: Adaptive Reinforcement Learning based on Attention Mechanism for Temporal Knowledge Graph Reasoning. CoRR abs/2304.03984 (2023) - [i2]Shangfei Zheng, Hongzhi Yin, Tong Chen, Quoc Viet Hung Nguyen, Wei Chen, Lei Zhao:
Do as I can, not as I get: Topology-aware multi-hop reasoning on multi-modal knowledge graphs. CoRR abs/2306.10345 (2023) - 2022
- [i1]Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao:
MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning. CoRR abs/2209.01416 (2022) - 2021
- [c1]Shangfei Zheng, Wei Chen, Pengpeng Zhao, An Liu, Junhua Fang, Lei Zhao:
When Hardness Makes a Difference: Multi-Hop Knowledge Graph Reasoning over Few-Shot Relations. CIKM 2021: 2688-2697
2010 – 2019
- 2019
- [j1]Shangfei Zheng, Hong Liu:
Improved Multi-Agent Deep Deterministic Policy Gradient for Path Planning-Based Crowd Simulation. IEEE Access 7: 147755-147770 (2019)
Coauthor Index
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