Kang Liu

25 papers B 1Journal 20Unranked 4
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
A probabilistic cost-benefit analysis approach for cyberattack path evaluation.
Reliab. Eng. Syst. Saf.
Jinghan Zhang, Enrico Zio, Chiye Ma, Kang Liu, Wei Wang
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 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
2023 J jnl
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction.
IEEE Trans. Knowl. Data Eng.
Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin, Anthony K. H. Tung
2022 J jnl
Exploring Park Visit Variability Using Cell Phone Data in Shenzhen, China.
Remote. Sens.
Bing He, Jinxing Hu, Kang Liu, Jianzhang Xue, Li Ning, Jianping Fan
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
Trends in Forest Greening and Its Spatial Correlation with Bioclimatic and Environmental Factors in the Greater Mekong Subregion from 2001 to 2020.
Remote. Sens.
Bing He, Xi Wu, Kang Liu, Yuanzhi Yao, Wenjiang Chen, Wei Zhao
2021 J jnl
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction.
CoRR
Wei Zeng, Chengqiao Lin, Kang Liu, Juncong Lin, Anthony K. H. Tung
2021 J jnl
Prediction of human activity intensity using the interactions in physical and social spaces through graph convolutional networks.
Int. J. Geogr. Inf. Sci.
Mingxiao Li, Song Gao, Feng Lu, Kang Liu, Hengcai Zhang, Wei Tu
2021 J jnl
Spatial and Temporal Characteristics of Urban Tourism Travel by Taxi - A Case Study of Shenzhen.
ISPRS Int. J. Geo Inf.
Bing He, Kang Liu, Zhe Xue, Jiajun Liu, Diping Yuan, Jiyao Yin, Guohua Wu
2019 J jnl
Identifying spatial interaction patterns of vehicle movements on urban road networks by topic modelling.
Comput. Environ. Urban Syst.
Kang Liu, Song Gao, Feng Lu
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
2017 J jnl
A ST-CRF Map-Matching Method for Low-Frequency Floating Car Data.
IEEE Trans. Intell. Transp. Syst.
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu
2017 J jnl
Road2Vec: Measuring Traffic Interactions in Urban Road System from Massive Travel Routes.
ISPRS Int. J. Geo Inf.
Kang Liu, Song Gao, Peiyuan Qiu, Xiliang Liu, Bo Yan, Feng Lu
2017 — conf
SHE: Stepwise Heterogeneous Ensemble Method for Citywide Traffic Analysis.
PredictGIS@SIGSPATIAL
Xiliang Liu, Kang Liu, Mingxiao Li, Feng Lu, Mengdi Liao, Ren Yang
2017 — conf
ST-PF: Spatio-Temporal Particle Filter for Floating-Car Data Pre-processing.
IF&GIS
Xiliang Liu, Li Yu, Kang Liu, Peng Peng, Shifen Cheng, Mengdi Liao, Feng Lu
2016 — conf
Exploring urban travel routes' characteristics from a geometric perspective.
Geoinformatics
Kang Liu, Peiyuan Qiu, Mingxiao Li, Xiliang Liu, Feng Lu