Ling Yin

30 papers B 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Traveller: Travel-pattern aware trajectory generation via autoregressive diffusion models.
Inf. Fusion
Yuxiao Luo, Songming Zhang, Kang Liu, Yang Xu, Ling Yin
2025 J jnl
Architecting urban epidemic defense: A hierarchical region-individual control framework for optimizing large-scale individual mobility interventions.
Comput. Environ. Urban Syst.
Yuxiao Luo, Ling Yin, Kemin Zhu, Kang Liu
2025 — conf
HuMob Predictor: Towards a Generalizable Model for Multi-City Individual Mobility Prediction.
SIGSPATIAL/GIS
Guangyue Li, Yuxiao Luo, Shen Liang, Jinghan Wang, Xiaogang Guo, Ling Yin, Luliang Tang, Yang Xu
2025 J jnl
M-STAR: Multi-Scale Spatiotemporal Autoregression for Human Mobility Modeling.
CoRR
Yuxiao Luo, Songming Zhang, Sijie Ruan, Siran Chen, Kang Liu, Yang Xu, Yu Zheng, Ling Yin
2025 J jnl
SIMPLINET: a transmission network simplification method for spatiotemporal epidemic modelling.
Int. J. Geogr. Inf. Sci.
Kemin Zhu, Ling Yin, Shang Wang, Kang Liu, Xuan Li, Yepeng Shi
2025 J jnl
STAGE: a spatiotemporal-knowledge enhanced multi-task generative adversarial network (GAN) for trajectory generation.
Int. J. Geogr. Inf. Sci.
Zhongcai Cao, Kang Liu, Xin Jin, Li Ning, Ling Yin, Feng Lu
2025 J jnl
Urban-EPR: a universal model for simulating individual human mobility within intra-urban areas.
Int. J. Geogr. Inf. Sci.
Xin Jin, Kang Liu, Zhongcai Cao, Ling Yin, Yuxiao Luo, Xizhi Zhao
2024 J jnl
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models.
Int. J. Geogr. Inf. Sci.
Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu
2024 B conf
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models.
MDM
Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin
2024 J jnl
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models.
CoRR
Yuxiao Luo, Zhongcai Cao, Xin Jin, Kang Liu, Ling Yin
2024 J jnl
Generating synthetic population for simulating the spatiotemporal dynamics of epidemics.
PLoS Comput. Biol.
Kemin Zhu, Ling Yin, Kang Liu, Junli Liu, Yepeng Shi, Xuan Li, Hongyang Zou, Huibin Du
2022 J jnl
Impact of initial outbreak locations on transmission risk of infectious diseases in an intra-urban area.
CoRR
Kang Liu, Ling Yin, Jianzhang Xue
2022 J jnl
Nighttime Vitality and Its Relationship to Urban Diversity: An Exploratory Analysis in Shenzhen, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Junwei Zhang, Xintao Liu, Xiaoyue Tan, Tao Jia, Ahmad M. Senousi, Jianwei Huang, Ling Yin, Fan Zhang
2021 J jnl
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data.
IEEE Trans. Comput. Soc. Syst.
Ruxin Wang, Chaojie Ji, Zhiming Jiang, Yongsheng Wu, Ling Yin, Ye Li
2021 J jnl
Revealing temporal stay patterns in human mobility using large-scale mobile phone location data.
Trans. GIS
Xiping Yang, Zhixiang Fang, Yang Xu, Ling Yin, Junyi Li, Zhiyuan Zhao
2020 — conf
Analysis of subway passenger flow based on smart card data.
BigCom
Yi Wang, Weilin Zhang, Fan Zhang, Ling Yin, Jun Zhang, Chen Tian, Wei Jiang
2019 — conf
Simulating Human Host Interventions to Control Intra-urban Dengue Outbreaks with a Spatially Individual-based Model.
RCAR
Qiao Wan, Ling Yin, Liang Mao, Li Wang, Shujiang Mei, Qinglan Li, Kang Liu
2019 J jnl
The effect of temporal sampling intervals on typical human mobility indicators obtained from mobile phone location data.
Int. J. Geogr. Inf. Sci.
Zhiyuan Zhao, Shih-Lung Shaw, Ling Yin, Zhixiang Fang, Xiping Yang, Fan Zhang, Sheng Wu
2018 — conf
A Deep Residual Network Integrating Spatial-temporal Properties to Predict Influenza Trends at an Intra-urban Scale.
GeoAI@SIGSPATIAL
Guikai Xi, Ling Yin, Ye Li, Shujiang Mei
2018 J jnl
Identifying stops from mobile phone location data by introducing uncertain segments.
Trans. GIS
Zhiyuan Zhao, Ling Yin, Shih-Lung Shaw, Zhixiang Fang, Xiping Yang, Fan Zhang
2018 J jnl
MultiCell: Urban Population Modeling Based on Multiple Cellphone Networks.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Zhihan Fang, Fan Zhang, Ling Yin, Desheng Zhang
2017 J jnl
Spatiotemporal model for assessing the stability of urban human convergence and divergence patterns.
Int. J. Geogr. Inf. Sci.
Zhixiang Fang, Xiping Yang, Yang Xu, Shih-Lung Shaw, Ling Yin
2017 J jnl
Understanding the Representativeness of Mobile Phone Location Data in Characterizing Human Mobility Indicators.
ISPRS Int. J. Geo Inf.
Shiwei Lu, Zhixiang Fang, Xirui Zhang, Shih-Lung Shaw, Ling Yin, Zhiyuan Zhao, Xiping Yang
2016 J jnl
Estimating Potential Demand of Bicycle Trips from Mobile Phone Data - An Anchor-Point Based Approach.
ISPRS Int. J. Geo Inf.
Yang Xu, Shih-Lung Shaw, Zhixiang Fang, Ling Yin
2016 J jnl
Towards adaptable and tunable cloud-based map-matching strategy for GPS trajectories.
Frontiers Inf. Technol. Electron. Eng.
Aftab Ahmed Chandio, Nikos Tziritas, Fan Zhang, Ling Yin, Cheng-Zhong Xu
2016 J jnl
Understanding Spatiotemporal Patterns of Human Convergence and Divergence Using Mobile Phone Location Data.
ISPRS Int. J. Geo Inf.
Xiping Yang, Zhixiang Fang, Yang Xu, Shih-Lung Shaw, Zhiyuan Zhao, Ling Yin, Tao Zhang, Yunong Lin
2016 J jnl
Understanding the bias of call detail records in human mobility research.
Int. J. Geogr. Inf. Sci.
Ziliang Zhao, Shih-Lung Shaw, Yang Xu, Feng Lu, Jie Chen, Ling Yin
2015 J jnl
Exploring space-time paths in physical and social closeness spaces: a space-time GIS approach.
Int. J. Geogr. Inf. Sci.
Ling Yin, Shih-Lung Shaw
2014 — conf
Detecting illegal pickups of intercity buses from their GPS traces.
ITSC
Ling Yin, Jinxing Hu, Lian Huang, Fan Zhang, Peng Ren
2012 J jnl
A framework of integrating GIS and parallel computing for spatial control problems - a case study of wildfire control.
Int. J. Geogr. Inf. Sci.
Ling Yin, Shih-Lung Shaw, Dali Wang, Eric A. Carr, Michael W. Berry, Louis J. Gross, Jane Comiskey