Feng Lu

82 papers C 5Misc 3Journal 58Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
A geographic evolutionary framework with multi-task optimization of automatic hyperparameter tuning for spatially stratified machine learning models.
Int. J. Geogr. Inf. Sci.
Wenhui Zhang, Shifen Cheng, Feng Lu
2026 J jnl
Modeling cascading risk diffusion in global container shipping network under dynamic flow reassignment.
Reliab. Eng. Syst. Saf.
Yang Xu, Peng Peng, Christophe Claramunt, Wenxin Xie, Feng Lu
2026 J jnl
Resilience of the global maritime LNG network: From static Bow-tie to dynamic SIR modeling.
Reliab. Eng. Syst. Saf.
Yang Xu, Peng Peng, Christophe Claramunt, Jiale Qian, Feng Lu
2026 J jnl
Structure-aware multi-view urban representation learning with coordinated fusion and alignment.
Inf. Process. Manag.
Jinghui Wei, Sheng Wu, Shifen Cheng, Peixiao Wang, Feng Lu
2025 J jnl
A gravity-inspired model integrating geospatial and socioeconomic distances for truck origin-destination flows prediction.
Int. J. Appl. Earth Obs. Geoinformation
Yibo Zhao, Shifen Cheng, Song Gao, Feng Lu
2025 J jnl
A tensor decomposition method based on embedded geographic meta-knowledge for urban traffic flow imputation.
Int. J. Geogr. Inf. Sci.
Xiaoyue Luo, Shifen Cheng, Lizeng Wang, Yuxuan Liang, Feng Lu
2025 J jnl
An LLM-Based Method for Quality Information Extraction From Web Text for Crowed-Sensing Spatiotemporal Data.
Trans. GIS
Zongcai Huang, Peng Peng, Feng Lu, He Zhang
2025 J jnl
An explainable spatial interpolation method considering spatial stratified heterogeneity.
Int. J. Geogr. Inf. Sci.
Shifen Cheng, Wenhui Zhang, Peng Luo, Lizeng Wang, Feng Lu
2025 J jnl
Decomposing spatio-temporal heterogeneity: Matrix-informed ensemble learning for interpretable prediction.
Knowl. Based Syst.
Lizeng Wang, Shifen Cheng, Feng Lu
2025 J jnl
Efficient inference of large-scale air quality using a lightweight ensemble predictor.
Int. J. Geogr. Inf. Sci.
Peixiao Wang, Hengcai Zhang, Jie Liu, Feng Lu, Tong Zhang
2025 J jnl
GeoAI enabled urban computing: status and challenges.
Ann. GIS
Feng Lu, Shifen Cheng, Peixiao Wang
2025 J jnl
Lightweighting the prediction process of urban states with parameter sharing and dilated operations.
Int. J. Digit. Earth
Peixiao Wang, Haolong Yang, Hengcai Zhang, Shifen Cheng, Feng Lu, Zeqiang Chen
2025 J jnl
Predicting the Next Location of Urban Individuals via a Representation-Enhanced Multi-View Learning Network.
ISPRS Int. J. Geo Inf.
Maoqi Lun, Peixiao Wang, Sheng Wu, Hengcai Zhang, Shifen Cheng, Feng Lu
2025 C conf
Quality Assessment of Tourist Generated Contents: A Large Language Model Approach.
W2GIS
Jialiang Gao, Peng Peng, Christophe Claramunt, Feng Lu
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
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 C conf
An Analysis of Container Transportation Multiplex Networks from the Perspective of Shipping Company.
W2GIS
Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu
2024 J jnl
An ensemble spatial prediction method considering geospatial heterogeneity.
Int. J. Geogr. Inf. Sci.
Shifen Cheng, Lizeng Wang, Peixiao Wang, Feng Lu
2024 J jnl
Cascading failure modelling in global container shipping network using mass vessel trajectory data.
Reliab. Eng. Syst. Saf.
Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu, Ran Yan
2024 J jnl
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement.
Int. J. Geogr. Inf. Sci.
Yibo Zhao, Shifen Cheng, Beibei Zhang, Feng Lu
2024 J jnl
Inferring freeway traffic volume with spatial interaction enhanced betweenness centrality.
Int. J. Appl. Earth Obs. Geoinformation
Beibei Zhang, Shifen Cheng, Peixiao Wang, Feng Lu
2024 J jnl
Knowledge-driven spatial competitive intelligence for tourism.
Trans. GIS
Jialiang Gao, Peng Peng, Feng Lu, Shu Wang, Xiaowei Xie, Christophe Claramunt
2024 J jnl
Mining tourist preferences and decision support via tourism-oriented knowledge graph.
Inf. Process. Manag.
Jialiang Gao, Peng Peng, Feng Lu, Christophe Claramunt, Peiyuan Qiu, Yang Xu
2024 — conf
Predicting Future Spatio-Temporal States Using a Robust Causal Graph Attention Model.
SpatialDI
Peixiao Wang, Hengcai Zhang, Feng Lu
2024 J jnl
Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.
CoRR
Shaohua Wang, Xing Xie, Yong Li, Danhuai Guo, Zhi Cai, Yu Liu, Yang Yue, Xiao Pan, Feng Lu, Huayi Wu, Zhipeng Gui, Zhiming Ding, Bolong Zheng, Fuzheng Zhang, Tao Qin, Jingyuan Wang, Chuang Tao, Zhengchao Chen, Hao Lu, Jiayi Li, Hongyang Chen, Peng Yue, Wenhao Yu, Yao Yao, Leilei Sun, Yong Zhang, Longbiao Chen, Xiaoping Du, Xiang Li, Xueying Zhang, Kun Qin, Zhaoya Gong, Weihua Dong, Xiaofeng Meng
2024 J jnl
Simulating human mobility with a trajectory generation framework based on diffusion model.
Int. J. Geogr. Inf. Sci.
Chen Chu, Hengcai Zhang, Peixiao Wang, Feng Lu
2023 C conf
A Heterogeneous Information Attentive Network for the Identification of Tourist Attraction Competitors.
W2GIS
Jialiang Gao, Peng Peng, Christophe Claramunt, Feng Lu
2023 J jnl
A multi-layer modelling approach for mining versatile ports of a global maritime transportation network.
Int. J. Digit. Earth
Peng Peng, Christophe Claramunt, Shifen Cheng, Yu Yang, Feng Lu
2023 J jnl
DeepIndoorCrowd: Predicting crowd flow in indoor shopping malls with an interpretable transformer network.
Trans. GIS
Chen Chu, Hengcai Zhang, Peixiao Wang, Feng Lu
2023 J jnl
Towards travel recommendation interpretability: Disentangling tourist decision-making process via knowledge graph.
Inf. Process. Manag.
Jialiang Gao, Peng Peng, Feng Lu, Christophe Claramunt, Yang Xu
2023 — conf
TrajGDM: A New Trajectory Foundation Model for Simulating Human Mobility.
SIGSPATIAL/GIS
Chen Chu, Hengcai Zhang, Feng Lu
2022 J jnl
How Does a Port Build Influence? Diffusion Patterns in Global Oil Transportation.
Sensors
Peng Peng, Christophe Claramunt, Shifen Cheng, Feng Lu
2022 C conf
Impact of COVID-19 on Tourists' Travel Intentions and Behaviors: The Case Study of Hong Kong, China.
W2GIS
Yang Xu, Peng Peng, Christophe Claramunt, Feng Lu
2022 J jnl
MSEN-GRP: A Geographic Relations Prediction Model Based on Multi-Layer Similarity Enhanced Networks for Geographic Relations Completion.
ISPRS Int. J. Geo Inf.
Zongcai Huang, Peiyuan Qiu, Li Yu, Feng Lu
2022 J jnl
Predicting Taxi-Calling Demands Using Multi-Feature and Residual Attention Graph Convolutional Long Short-Term Memory Networks.
ISPRS Int. J. Geo Inf.
Chunlei Mi, Shifen Cheng, Feng Lu
2022 J jnl
Sensing the Nighttime Economy-Housing Imbalance from a Mobile Phone Data Perspective: A Case Study in Shanghai.
Remote. Sens.
Mingxiao Li, Wei Tu, Feng Lu
2021 J jnl
A web text mining approach for the evaluation of regional characteristics at the town level.
Trans. GIS
Shu Wang, Lang Qian, Yunqiang Zhu, Jia Song, Feng Lu, Hongyun Zeng, Pengfei Chen, Wen Yuan, Weirong Li, Wenguang Geng
2021 J jnl
Identifying the Relatedness between Tourism Attractions from Online Reviews with Heterogeneous Information Network Embedding.
ISPRS Int. J. Geo Inf.
Peiyuan Qiu, Jialiang Gao, Feng Lu
2021 J jnl
Leveraging Spatio-Temporal Graphs and Knowledge Graphs: Perspectives in the Field of Maritime Transportation.
ISPRS Int. J. Geo Inf.
Géraldine Del Mondo, Peng Peng, Jérôme Gensel, Christophe Claramunt, Feng Lu
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
Short-Term Traffic Forecasting by Mining the Non-Stationarity of Spatiotemporal Patterns.
IEEE Trans. Intell. Transp. Syst.
Shifen Cheng, Feng Lu, Peng Peng
2020 J jnl
A lightweight ensemble spatiotemporal interpolation model for geospatial data.
Int. J. Geogr. Inf. Sci.
Shifen Cheng, Peng Peng, Feng Lu
2020 J jnl
An enhanced model for evacuation vulnerability assessment in urban areas.
Comput. Environ. Urban Syst.
Jie Chen, Tao Pei, Mingxiao Li, Ci Song, Ting Ma, Feng Lu, Shih-Lung Shaw
2020 — conf
Mapping the Port Influence Diffusion Patterns: A Case Study of Rotterdam, Antwerp and Singapore.
ICCS (4)
Peng Peng, Feng Lu
2019 J jnl
A Hybrid Markov and LSTM Model for Indoor Location Prediction.
IEEE Access
Peixiao Wang, Hongen Wang, Hengcai Zhang, Feng Lu, Sheng Wu
2019 J jnl
A Knowledge-Based Filtering Method for Open Relations among Geo-Entities.
ISPRS Int. J. Geo Inf.
Li Yu, Peiyuan Qiu, Jialiang Gao, Feng Lu
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 J jnl
Indoor Location Prediction Method for Shopping Malls Based on Location Sequence Similarity.
ISPRS Int. J. Geo Inf.
Peixiao Wang, Sheng Wu, Hengcai Zhang, Feng Lu
2019 J jnl
Knowledge Embedding with Geospatial Distance Restriction for Geographic Knowledge Graph Completion.
ISPRS Int. J. Geo Inf.
Peiyuan Qiu, Jialiang Gao, Li Yu, Feng Lu
2019 J jnl
Massive Automatic Identification System Sensor Trajectory Data-Based Multi-Layer Linkage Network Dynamics of Maritime Transport along 21st-Century Maritime Silk Road.
Sensors
Hongchu Yu, Zhixiang Fang, Feng Lu, Alan T. Murray, Zhiyuan Zhao, Yang Xu, Xiping Yang
2019 J jnl
Multi-task and multi-view learning based on particle swarm optimization for short-term traffic forecasting.
Knowl. Based Syst.
Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu
2019 J jnl
Reconstruction of human movement trajectories from large-scale low-frequency mobile phone data.
Comput. Environ. Urban Syst.
Mingxiao Li, Song Gao, Feng Lu, Hengcai Zhang
2018 J jnl
A Robust Transform Estimator Based on Residual Analysis and Its Application on UAV Aerial Images.
Remote. Sens.
Guo-Rong Cai, Songzhi Su, Chengcai Leng, Yun-Dong Wu, Feng Lu
2018 J jnl
A Spatiotemporal Multi-View-Based Learning Method for Short-Term Traffic Forecasting.
ISPRS Int. J. Geo Inf.
Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu
2018 J jnl
A holistic approach to aligning geospatial data with multidimensional similarity measuring.
Int. J. Digit. Earth
Li Yu, Peiyuan Qiu, Xiliang Liu, Feng Lu, Bo Wan
2018 J jnl
Fine-grained prediction of urban population using mobile phone location data.
Int. J. Geogr. Inf. Sci.
Jie Chen, Tao Pei, Shih-Lung Shaw, Feng Lu, Mingxiao Li, Shifen Cheng, Xiliang Liu, Hengcai Zhang
2018 — conf
Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity.
EDBT/ICDT Workshops
Shifen Cheng, Feng Lu
2018 J jnl
Short-term traffic forecasting: An adaptive ST-KNN model that considers spatial heterogeneity.
Comput. Environ. Urban Syst.
Shifen Cheng, Feng Lu, Peng Peng, Sheng Wu
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
A Two-Step Method for Missing Spatio-Temporal Data Reconstruction.
ISPRS Int. J. Geo Inf.
Shifen Cheng, Feng Lu
2017 J jnl
GSMNet: A Hierarchical Graph Model for Moving Objects in Networks.
ISPRS Int. J. Geo Inf.
Hengcai Zhang, 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
A Geo-Social Data Model for Moving Objects.
DMBD
Hengcai Zhang, Feng Lu, Jie Chen
2016 J jnl
A Line Graph-Based Continuous Range Query Method for Moving Objects in Networks.
ISPRS Int. J. Geo Inf.
Hengcai Zhang, Feng Lu, Jie Chen
2016 — conf
A Stacked Generalization Framework for City Traffic Related Geospatial Data Analysis.
APWeb Workshops
Xiliang Liu, Li Yu, Peng Peng, Feng Lu
2016 — conf
A holistic framework of geographical semantic web aligning.
GIR
Li Yu, Xiliang Liu, Mingxiao Li, Peng Peng, Feng Lu
2016 — conf
Context Enhanced Keyword Extraction for Sparse Geo-Entity Relation from Web Texts.
APWeb Workshops
Li Yu, Feng Lu, Xueying Zhang, Xiliang Liu
2016 — conf
Exploring urban travel routes' characteristics from a geometric perspective.
Geoinformatics
Kang Liu, Peiyuan Qiu, Mingxiao Li, Xiliang Liu, Feng Lu
2016 J jnl
Modeling and Querying Moving Objects with Social Relationships.
ISPRS Int. J. Geo Inf.
Hengcai Zhang, Feng Lu, Jianqiu Xu
2016 — conf
Optimization on Arrangement of Precaution Areas Serving for Ships' Routeing in the Taiwan Strait Based on Massive AIS Data.
DMBD
Jinhai Chen, Feng Lu, Mingxiao Li, Pengfei Huang, Xiliang Liu, Qiang Mei
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
A space-time visualization analysis method for taxi operation in Beijing.
J. Vis. Lang. Comput.
Jianqin Zhang, Peiyuan Qiu, Yingchao Duan, Mingyi Du, Feng Lu
2015 — conf
ST-CRF: A Novel Map Matching Approach for Low-frequency Floating Car Data.
IWGS
Xiliang Liu, Feng Lu
2013 — conf
Extracting traffic information from web texts with a D-S evidence theory based approach.
Geoinformatics
Peiyuan Qiu, Feng Lu, Hengcai Zhang
2012 — conf
Estimating Beijing's travel delays at intersections with floating car data.
CTS@SIGSPATIAL
Xiliang Liu, Feng Lu, Hengcai Zhang, Peiyuan Qiu
2012 — conf
Evaluating road selectivity of urban-trip based on dynamic betweenness centrality.
Geoinformatics
Liang Zhou, Feng Lu, Hengcai Zhang
2011 Misc conf
TDMA'11 workshop overview.
UbiComp
Feng Lu, Xing Xie, Shih-Lung Shaw
2006 C conf
A Forced Transplant Algorithm for Dynamic R-tree Implementation.
DEXA
Mingbo Zhang, Feng Lu, Changxiu Cheng
2006 Misc conf
A Shortest Path Algorithm Based on Limited Search Heuristics.
CSR
Feng Lu, Poh-Chin Lai
2006 Misc conf
A Shortest Path Searching Method with Area Limitation Heuristics.
International Conference on Computational Science (1)
Feng Lu, Poh-Chin Lai