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Zhengyang Zhou

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Graph Multi-Similarity Learning for Molecular Property Prediction

Feb 02, 2024
Hao Xu, Zhengyang Zhou, Pengyu Hong

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Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model

Dec 20, 2023
Hao Wu, Shilong Wang, Yuxuan Liang, Zhengyang Zhou, Wei Huang, Wei Xiong, Kun Wang

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Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR

Nov 23, 2023
Hao Xu, Zhengyang Zhou, Pengyu Hong

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Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment

Sep 23, 2023
Yutong Xia, Yuxuan Liang, Haomin Wen, Xu Liu, Kun Wang, Zhengyang Zhou, Roger Zimmermann

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Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation

May 29, 2023
Yifei Wang, Zhengyang Zhou, Liqin Wang, John Laurentiev, Peter Hou, Li Zhou, Pengyu Hong

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Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective

Jan 30, 2023
Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

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Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics

Aug 17, 2022
Zhengyang Zhou, Yang Kuo, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang

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STUaNet: Understanding uncertainty in spatiotemporal collective human mobility

Feb 09, 2021
Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li

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RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework

Feb 19, 2020
Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu

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