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Yiqun Xie

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University of Maryland

When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery

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Apr 17, 2024
Yiqun Xie, Zhihao Wang, Weiye Chen, Zhili Li, Xiaowei Jia, Yanhua Li, Ruichen Wang, Kangyang Chai, Ruohan Li, Sergii Skakun

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Referee-Meta-Learning for Fast Adaptation of Locational Fairness

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Feb 20, 2024
Weiye Chen, Yiqun Xie, Xiaowei Jia, Erhu He, Han Bao, Bang An, Xun Zhou

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SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models

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Feb 05, 2024
Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu

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FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems

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Nov 17, 2023
Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia

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Rethinking Data Distillation: Do Not Overlook Calibration

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Jul 24, 2023
Dongyao Zhu, Bowen Lei, Jie Zhang, Yanbo Fang, Ruqi Zhang, Yiqun Xie, Dongkuan Xu

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STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19

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Jan 20, 2023
Han Bao, Xun Zhou, Yiqun Xie, Yanhua Li, Xiaowei Jia

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Eco-PiNN: A Physics-informed Neural Network for Eco-toll Estimation

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Jan 19, 2023
Yan Li, Mingzhou Yang, Matthew Eagon, Majid Farhadloo, Yiqun Xie, William F. Northrop, Shashi Shekhar

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Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability

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Dec 10, 2022
Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia

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Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical Simulations to Predict Water Temperature

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Feb 11, 2022
Xiaowei Jia, Shengyu Chen, Yiqun Xie, Haoyu Yang, Alison Appling, Samantha Oliver, Zhe Jiang

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Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey

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Mar 22, 2021
Yiqun Xie, Shashi Shekhar, Yan Li

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