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My research area is Artificial Intelligence (AI) with a focus on large-scale constraint-based reasoning, optimization, and machine learning (ML). Existing methods often struggle to scale up to large real-world problems that involve physics, hard constraints, and complex decision-making processes. The goal of my research is to advance AI to solve concrete real-world applications, focusing on integrating reasoning-based traditional AI and data-driven ML to address core questions in computational sustainability, including large-scale fishing portfolio optimization, species distribution modelling, and material discovery.
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论文共 27 篇作者统计合作学者相似作者
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AAAI 2024no. 1 (2024): 283-291
International Conference on Machine Learning and Applicationspp.392-399, (2023)
INFORMATION DEVELOPMENTpp.026666692311724-026666692311724, (2023)
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HCI (5)pp.236-247, (2023)
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INFORMATION RESEARCH-AN INTERNATIONAL ELECTRONIC JOURNALno. 4 (2023): 18-42
IJCAI 2023 (2023): 2581-2588
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