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2026

Conference Publication

Hierarchical cluster-based open-world graph active learning

Li, Yayong, Du, Zhengyi, Zhang, Hong, Wilton, Jonathan, Wu, Jinran, Liu, Zongli and Ye, Nan (2026). Hierarchical cluster-based open-world graph active learning. 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, Melbourne, VIC Australia, 20-24 July 2026. New York, NY United States: Association for Computing Machinery. doi: 10.1145/3805712.3809744

Hierarchical cluster-based open-world graph active learning

2024

Conference Publication

Robust loss functions for training decision trees with noisy labels

Wilton, Jonathan and Ye, Nan (2024). Robust loss functions for training decision trees with noisy labels. Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), Vancouver, BC, Canada, 20 - 28 February 2024. Washington, DC, United States: Association for the Advancement of Artificial Intelligence. doi: 10.1609/aaai.v38i14.29516

Robust loss functions for training decision trees with noisy labels