Concepedia

Jinyuan Fang

JF

4

Publications

60

Citations

4

H-Index

2022

Active since

Affiliations

University of Glasgow(Current)

Mohamed bin Zayed University of Artificial Intelligence

Sun Yat-sen University

Jinyuan Fang is an author at University of Glasgow specializing in graph processing, machine learning, and data science.

Top concepts

EngineeringData ScienceGraph TheoryComputer ScienceGraph ProcessingMachine LearningGraph Representation LearningBusinessData MiningDeep Learning

Publications per year

2022–2024

4

Publications

4

Heterogeneous Graph Contrastive Learning With Metapath-Based Augmentations

Xiaoru Chen, Yingxu Wang, Jinyuan Fang et al. · IEEE Transactions on Emerging Topics in Computational Intelligence · 2023 · 21 citations

Artificial Intelligence, Data Augmentation, Metapath-based Augmentations +15

Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network

Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 14 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +21

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition

Jinyuan Fang, Xiaobin Wang, Zaiqiao Meng et al. · 2023 · 13 citations · Full text

TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation

Jinyuan Fang, Zaiqiao Meng, Craig Macdonald · 2024 · 12 citations · Full text

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