Jinyuan Fang

Research title: Adversarial Attacks and Defenses on Multi-Relational Graphs

Publications

List by: Type | Date

Jump to: 2025 | 2024 | 2023
Number of items: 10.

2025

Tian, Fangzheng ORCID logoORCID: https://orcid.org/0009-0000-3282-0220, Fang, Jinyuan, Ganguly, Debasis ORCID logoORCID: https://orcid.org/0000-0003-0050-7138, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2025) Am I on the Right Track? What Can Predicted Query Performance Tell Us about the Search Behaviour of Agentic RAG. In: IR-RAG Workshop at SIGIR 2025, Padua, Italy, 17 July 2025, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2025) KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation. In: 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria, 27 July - 1 Aug 2025, (Accepted for Publication)

Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X, Fang, Jinyuan, Parry, Andrew and Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 (2025) Constructing and Evaluating Declarative RAG Pipelines in PyTerrier. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

2024

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2024) TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation. In: Empirical Methods in Natural Language Processing Conference 2024, Miami, FL, USA, 12-16 Nov 2024, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2024) REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation. In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 11-16 Aug 2024, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2024) Enhancing Late Interaction with Informative Entities for Passage Retrieval. 46th European Conference on Information Retrieval (ECIR 2024): The First Knowledge-Enhanced Information Retrieval Workshop (KEIR@ECIR 2024), Glasgow, Scotland, 24-28 March 2024.

Chen, Xiaoru, Wang, Yingxu, Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Liang, Shangsong (2024) Heterogeneous graph contrastive learning with metapath-based augmentations. IEEE Transactions on Emerging Topics in Computational Intelligence, 8(1), pp. 1003-1014. (doi: 10.1109/TETCI.2023.3322341)

2023

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2023) KGPR: Knowledge Graph Enhanced Passage Ranking. In: 32nd ACM International Conference on Information and Knowledge Management, Birmingham, UK, 21-25 Oct 2023, pp. 3880-3885. ISBN 9798400701245 (doi: 10.1145/3583780.3615252)

Fang, Jinyuan, Wang, Xiaobin, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318, Xie, Pengjun, Huang, Fei and Jiang, Yong (2023) MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL '23), Toronto, Canada, 9-14 July 2023, (doi: 10.18653/v1/2023.acl-long.234)

Wang, Yingxu, Chen, Xiaoru, Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Liang, Shangsong (2023) Enhancing conversational recommendation systems with representation fusion. ACM Transactions on the Web, 17(1), 6. (doi: 10.1145/3577034)

This list was generated on Sun Jun 15 09:57:31 2025 BST.
Jump to: Articles | Conference or Workshop Item | Conference Proceedings
Number of items: 10.

Articles

Chen, Xiaoru, Wang, Yingxu, Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Liang, Shangsong (2024) Heterogeneous graph contrastive learning with metapath-based augmentations. IEEE Transactions on Emerging Topics in Computational Intelligence, 8(1), pp. 1003-1014. (doi: 10.1109/TETCI.2023.3322341)

Wang, Yingxu, Chen, Xiaoru, Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Liang, Shangsong (2023) Enhancing conversational recommendation systems with representation fusion. ACM Transactions on the Web, 17(1), 6. (doi: 10.1145/3577034)

Conference or Workshop Item

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2024) Enhancing Late Interaction with Informative Entities for Passage Retrieval. 46th European Conference on Information Retrieval (ECIR 2024): The First Knowledge-Enhanced Information Retrieval Workshop (KEIR@ECIR 2024), Glasgow, Scotland, 24-28 March 2024.

Conference Proceedings

Tian, Fangzheng ORCID logoORCID: https://orcid.org/0009-0000-3282-0220, Fang, Jinyuan, Ganguly, Debasis ORCID logoORCID: https://orcid.org/0000-0003-0050-7138, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2025) Am I on the Right Track? What Can Predicted Query Performance Tell Us about the Search Behaviour of Agentic RAG. In: IR-RAG Workshop at SIGIR 2025, Padua, Italy, 17 July 2025, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2025) KiRAG: Knowledge-Driven Iterative Retriever for Enhancing Retrieval-Augmented Generation. In: 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria, 27 July - 1 Aug 2025, (Accepted for Publication)

Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X, Fang, Jinyuan, Parry, Andrew and Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 (2025) Constructing and Evaluating Declarative RAG Pipelines in PyTerrier. In: 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2025), Padua, Italy, 13-17 July 2025, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2024) TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation. In: Empirical Methods in Natural Language Processing Conference 2024, Miami, FL, USA, 12-16 Nov 2024, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2024) REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation. In: 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024), Bangkok, Thailand, 11-16 Aug 2024, (Accepted for Publication)

Fang, Jinyuan, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318 and Macdonald, Craig ORCID logoORCID: https://orcid.org/0000-0003-3143-279X (2023) KGPR: Knowledge Graph Enhanced Passage Ranking. In: 32nd ACM International Conference on Information and Knowledge Management, Birmingham, UK, 21-25 Oct 2023, pp. 3880-3885. ISBN 9798400701245 (doi: 10.1145/3583780.3615252)

Fang, Jinyuan, Wang, Xiaobin, Meng, Zaiqiao ORCID logoORCID: https://orcid.org/0000-0001-5374-0318, Xie, Pengjun, Huang, Fei and Jiang, Yong (2023) MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition. In: 61st Annual Meeting of the Association for Computational Linguistics (ACL '23), Toronto, Canada, 9-14 July 2023, (doi: 10.18653/v1/2023.acl-long.234)

This list was generated on Sun Jun 15 09:57:31 2025 BST.

Supervisors