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Wen Zhang
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Year
Meta relational learning for few-shot link prediction in knowledge graphs
M Chen, W Zhang, W Zhang, Q Chen, H Chen
EMNLP 2019, 2019
2552019
Interaction embeddings for prediction and explanation in knowledge graphs
W Zhang, B Paudel, W Zhang, A Bernstein, H Chen
Proceedings of the twelfth ACM international conference on web search and …, 2019
2422019
Iteratively learning embeddings and rules for knowledge graph reasoning
W Zhang, B Paudel, L Wang, J Chen, H Zhu, W Zhang, A Bernstein, ...
The world wide web conference, 2366-2377, 2019
2312019
Knowledge-driven stock trend prediction and explanation via temporal convolutional network
S Deng, N Zhang, W Zhang, J Chen, JZ Pan, H Chen
Companion proceedings of the 2019 world wide web conference, 678-685, 2019
1972019
Molecular Contrastive Learning with Chemical Element Knowledge Graph
Y Fang, Q Zhang, H Yang, X Zhuang, S Deng, W Zhang, M Qin, Z Chen, ...
AAAI2022, 2022
1122022
Large language models and knowledge graphs: Opportunities and challenges
JZ Pan, S Razniewski, JC Kalo, S Singhania, J Chen, S Dietze, H Jabeen, ...
TGDK, 2023
942023
Label-free distant supervision for relation extraction via knowledge graph embedding
G Wang, W Zhang, R Wang, Y Zhou, X Chen, W Zhang, H Zhu, H Chen
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
872018
Fede: Embedding knowledge graphs in federated setting
M Chen, W Zhang, Z Yuan, Y Jia, H Chen
IJCKG2021(Best Paper), 2021
722021
Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding
M Chen, W Zhang, Y Zhu, H Zhou, Z Yuan, C Xu, H Chen
SIGIR2022, 2022
702022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning
Z Chen, Y Huang, J Chen, Y Geng, W Zhang, Y Fang, JZ Pan, W Song, ...
AAAI2023, 2023
552023
Relational Message Passing for Fully Inductive Knowledge Graph Completion
Y Geng, J Chen, W Zhang, JZ Pan, M Chen, H Chen, S Jiang
ICDE2023, 2023
522023
Making large language models perform better in knowledge graph completion
Y Zhang, Z Chen, W Zhang, H Chen
ACMMM 2024, 2024
482024
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification
J Li, R Wang, N Zhang, W Zhang, F Yang, H Chen
COLING2020, 2020
442020
MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
Z Chen, J Chen, W Zhang, L Guo, Y Fang, Y Huang, Y Geng, JZ Pan, ...
ACM MM 2023, 2023
432023
Deepke: A deep learning based knowledge extraction toolkit for knowledge base population
N Zhang, X Xu, L Tao, H Yu, H Ye, X Xie, X Chen, Z Li, L Li, X Liang, ...
EMNLP 2022 Demonstration, 2022
432022
Knowledge graph reasoning with logics and embeddings: Survey and perspective
W Zhang, J Chen, J Li, Z Xu, JZ Pan, H Chen
ICKG 2024, 2024
412024
Zero-shot and few-shot learning with knowledge graphs: A comprehensive survey
J Chen, Y Geng, Z Chen, JZ Pan, Y He, W Zhang, I Horrocks, H Chen
Proceedings of the IEEE 111 (6), 653-685, 2023
402023
Improving conversational recommender system by pretraining billion-scale knowledge graph
CM Wong, F Feng, W Zhang, CM Vong, H Chen, Y Zhang, P He, H Chen, ...
2021 IEEE 37th International Conference on Data Engineering (ICDE), 2607-2612, 2021
372021
Federated knowledge graph completion via embedding-contrastive learning
M Chen, W Zhang, Z Yuan, Y Jia, H Chen
Knowledge-Based Systems 252, 109459, 2022
352022
Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
M Chen, W Zhang, Z Yao, X Chen, M Ding, F Huang, H Chen
IJCAI2022, 2022
332022
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