Yu Liu

Peking University - Institute of Remote Sensing and Geographical Information Systems

SCHOLARLY PAPERS

8

DOWNLOADS

1,075

TOTAL CITATIONS

3

Scholarly Papers (8)

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1.

Mapping Evolving Population Geography in China: Spatial Redistribution, Regional Disparity, and Urban Sprawl

Number of pages: 33 Posted: 28 Mar 2022
Lei Dong, Rui Du and Yu Liu
Massachusetts Institute of Technology (MIT), Department of Economics, Oklahoma State University and Peking University - Institute of Remote Sensing and Geographical Information Systems
Downloads 615 (93,719)
Citation 1

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Population geography, China, census, micro-spatial scale

2.

Fusing Visual and Mobility Data for City Sensing: A Case Study of Urban Village Recognition

Number of pages: 26 Posted: 17 Jan 2023
Yingjing Huang, Fan Zhang, Yong Gao, Wei TU, Fábio Duarte, Carlo Ratti, Diansheng Guo and Yu Liu
Peking University, Hong Kong University of Science and Technology, Peking University, Shenzhen University, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology (MIT), affiliation not provided to SSRN and Peking University - Institute of Remote Sensing and Geographical Information Systems
Downloads 145 (427,582)

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City Sensing, multimodal data fusion, Remote sensing, social sensing, deep learning, urban village recognition

3.

A Lightweight Multi-Layer Perceptron for Efficient Multivariate Time Series Forecasting

Number of pages: 16 Posted: 20 Dec 2023
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang and Yu Liu
Peking University, Beijing Institute of Technology, Fujian Normal University, affiliation not provided to SSRN, Peking University, Peking University, Peking University, Peking University and Peking University - Institute of Remote Sensing and Geographical Information Systems
Downloads 105 (549,094)
Citation 2

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Time-series Forecasting, Multilayer Perceptron, Long-range Forecasting Traffic Forecasting, Spatial-Temporal Graph Neural Network

4.

Environmental Concerns, Particulate Matter Exposure, Cardiovascular Events in China: A Cohort Study

Number of pages: 36 Posted: 11 Oct 2022
Kuiying Gu, Miao Zhou, Yi Zhou, Liang Zhao, Hui Sun, Wei Luo, Yu Liu, Julia (Pengyue) Dou, Hui Wang, Limei Ke, Wannian Liang, Cunrui Huang and Qian Di
Tsinghua University - Vanke School of Public Health, Tsinghua University - Vanke School of Public Health, Sun Yat-sen University (SYSU) - Zhongshan School of Medicine, Chinese Academy of Sciences (CAS), Xinjiang University - School of Economics and Management, GeospatialX Lab, Department of Geography, National University of Singapore (NUS), Peking University - Institute of Remote Sensing and Geographical Information Systems, Columbia University - Mailman School of Public Health, Xinjiang University - School of Economics and Management, Tsinghua University - School of Medicine, Tsinghua University - Vanke School of Public Health, Sun Yat-sen University (SYSU) - School of Public Health and Tsinghua University - Vanke School of Public Health
Downloads 62 (749,599)

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Environmental concerns, PM2.5 pollution, cardiovascular disease, health co-benefits

5.

Learning from Leading Indicators to Predict Long-Term Dynamics of Hourly Electricity Generation from Multiple Resources

Number of pages: 16 Posted: 24 Jun 2024
Zhenghong Wang, Yi Wang, Furong Jia, Kun Liu, Yishan Zhang, Fan Zhang, Zhou Huang and Yu Liu
Peking University, Peking University, Peking University, Fuzhou University, Peking University, Peking University, Peking University and Peking University - Institute of Remote Sensing and Geographical Information Systems
Downloads 59 (768,536)

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Energy ForecastingElectricity GenerationGraph Neural NetworkRecurrent Neural NetworkLong Term Time-series Forecasting

6.

Heterogeneous Impacts of Local Traffic Congestion on Local Air Pollution within a City: Utilizing Taxi Trajectory Data

Number of pages: 29 Posted: 02 Dec 2022
Fan Xia, Ximeng Cheng, Zhen Lei, Jintao Xu, Yu Liu, Yingxin Zhang and Qinghong Zhang
Nanjing University - School of the Environment, Peking University, Pennsylvania State University, Peking University, Peking University - Institute of Remote Sensing and Geographical Information Systems, affiliation not provided to SSRN and Peking University
Downloads 47 (856,291)

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Traffic congestion, air quality, Local variation, Taxi trajectory, Health risk

7.

More is Less: Promoting Adaptive Neural Channel Pruning Via Equivalent Structure Scaling

Number of pages: 10 Posted: 23 Mar 2024
Jian Peng, Dingqi Ye, Haitao Zhang, Bo Tang, Yinjie Lei, Yu Liu and Haifeng Li
Tsinghua University, Central South University, Tsinghua University, Worcester Polytechnic Institute, Sichuan University, Peking University - Institute of Remote Sensing and Geographical Information Systems and Central South University
Downloads 24 (1,089,552)

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Channel pruning, Representation and sparsity, Equivalent structure scaling, Lateral inhibition

8.

Spatial Yule Model for Urban Growth with Shared Resources

Number of pages: 14 Posted: 01 Nov 2022
Gezhi Xiu, Jianying Wang and Yu Liu
Peking University, Prince of Wales Hospital - The Chinese University of Hong Kong and Peking University - Institute of Remote Sensing and Geographical Information Systems
Downloads 18 (1,164,533)

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Urban growth models, Resource constraints, Zipf's law, Critical urban sizes, Urban decadence