2021

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TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion
Jiapeng Wu | Yishi Xu | Yingxue Zhang | Chen Ma | Mark Coates | Jackie Chi Kit Cheung
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Graph Structure Aware Contrastive Knowledge Distillation for Incremental Learning in Recommender Systems
Yuening Wang | Yingxue Zhang | Mark Coates
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Structure Aware Experience Replay for Incremental Learning in Graph-based Recommender Systems
Kian Ahrabian | Yishi Xu | Yingxue Zhang | Jiapeng Wu | Yuening Wang | Mark Coates
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

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Neighbor Interaction Aware Graph Convolution Networks for Recommendation
Jianing Sun | Yingxue Zhang | Wei Guo | Huifeng Guo | Ruiming Tang | Xiuqiang He | Chen Ma | Mark Coates
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems
Yishi Xu | Yingxue Zhang | Wei Guo | Huifeng Guo | Ruiming Tang | Mark Coates
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020