Jinyuan Fang
Research title: Adversarial Attacks and Defenses on Multi-Relational Graphs
Publications
2024
Fang, J., Meng, Z. and Macdonald, C. (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, J., Meng, Z. and Macdonald, C. (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, J., Meng, Z. and Macdonald, C. (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. (Accepted for Publication)
Chen, X., Wang, Y., Fang, J., Meng, Z. and Liang, S. (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, J., Meng, Z. and Macdonald, C. (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, J., Wang, X., Meng, Z. , Xie, P., Huang, F. and Jiang, Y. (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, Y., Chen, X., Fang, J., Meng, Z. and Liang, S. (2023) Enhancing conversational recommendation systems with representation fusion. ACM Transactions on the Web, 17(1), 6. (doi: 10.1145/3577034)
Articles
Chen, X., Wang, Y., Fang, J., Meng, Z. and Liang, S. (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, Y., Chen, X., Fang, J., Meng, Z. and Liang, S. (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, J., Meng, Z. and Macdonald, C. (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. (Accepted for Publication)
Conference Proceedings
Fang, J., Meng, Z. and Macdonald, C. (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, J., Meng, Z. and Macdonald, C. (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, J., Meng, Z. and Macdonald, C. (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, J., Wang, X., Meng, Z. , Xie, P., Huang, F. and Jiang, Y. (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)