Ze Zhao — accepted AI-conference papers

2026

Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities

Ze Zhao, He Yuhui, Lyuwen Wu, Gu Tang, Bin Lu, Xiaoying Gan +3

ICLR 2026poster

Reasoning on Temporal Knowledge Graphs (TKGs) is essential for predicting future events and time-aware facts. While existing methods are effective at capturing relational dynamics, their performance is limited by a closed-world assumption, which fails to account for emerging entities not present in…

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2024

OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning

Bin Lu, Ze Zhao, Luyu Han, Xiaoying Gan, Yuntao Zhou, Lei Zhou +4

ICML 2024poster

Accurately reconstructing the global ocean deoxygenation over a century is crucial for assessing and protecting marine ecosystem. Existing expert-dominated numerical simulations fail to catch up with the dynamic variation caused by global warming and human activities. Besides, due to the high-cost d…

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