吕卫锋

2026

人工智能+时代的城市数智赋能新范式

《中国建设信息化》

DOI

2026

基于扩散模型的具身智能模仿学习综述

《中国科学:信息科学》

2026

Think over Trajectories: Leveraging Video Generation to Reconstruct GPS Trajectories from Cellular Signaling

arXiv.org

DOI

2026

The Sonar Moment: Benchmarking Audio-Language Models in Audio Geo-Localization

arXiv.org

DOI

2026

Beyond Time as Context: Joint Item-Time Prediction for Sequential Recommendation

IEEE Transactions on Knowledge and Data Engineering

DOI

2026

Asymdapter: Asymmetric adapter architecture for efficient fine-tuning of segment-based trajectory representation models

Knowledge-Based Systems

DOI

2026

An event-driven dynamic graph learning framework with large-scale cellular signaling streams

Information Sciences

DOI

2026

MotionViLA: A motion-aware video understanding model for video localization and question answering

Journal of Visual Communication and Image Representation

DOI

2025

JiuTian·Chuanliu: A Large Spatiotemporal Model for General-purpose Dynamic Urban Sensing

ACM Transactions on Intelligent Systems and Technology

DOI

2025

Eyes Will Shut: A Vision-Based Next GPS Location Prediction Model by Reinforcement Learning from Visual Map Feed Back

arXiv.org

DOI

2025

Urban In-Context Learning: Bridging Pretraining and Inference through Masked Diffusion for Urban Profiling

arXiv.org

DOI

2025

Adaptive Sampling-based Dynamic Graph Learning for Information Diffusion Prediction

ACM Trans. Inf. Syst.

DOI

2025

Large-scale Human Mobility Data Regeneration for Open Urban Research

Knowledge Discovery and Data Mining

DOI

2025

Federated reasoning LLMs: a survey

Frontiers of Computer Science

DOI

2024

MFGCN: Multi-faceted spatial and temporal specific graph convolutional network for traffic-flow forecasting

Knowledge-Based Systems

DOI

2024

Continuous-Time and Discrete-Time Representation Learning for Origin-Destination Demand Prediction

IEEE transactions on intelligent transportation systems (Print)

DOI

2024

Dual-Stream Anomaly Detection Network for Real-World Traffic Scenarios

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

跨信任域的联邦k-支配Skyline查询算法

《大数据》

2023

元计算：零信任下的新型计算范式

《山东大学学报(理学版)》

2023

Regions are Who Walk Them: a Large Pre-trained Spatiotemporal Model Based on Human Mobility for Ubiquitous Urban Sensing

arXiv.org

DOI

2023

PBTR: Pre-training and Bidirectional Semantic Enhanced Trajectory Recovery

International Conference on Neural Information Processing

DOI

2023

Predicting Temporal Sets with Simplified Fully Connected Networks

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Approximate k-Nearest Neighbor Query over Spatial Data Federation

Lecture notes in computer science

DOI

2022

GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation

Industrial Conference on Data Mining

DOI

2022

Continuous-Time User Preference Modelling for Temporal Sets Prediction

IEEE Transactions on Knowledge and Data Engineering

DOI

2022

Element-guided Temporal Graph Representation Learning for Temporal Sets Prediction

The Web Conference

DOI

2022

Graph Sequence Neural Network with an Attention Mechanism for Traffic Speed Prediction

ACM Transactions on Intelligent Systems and Technology

DOI

2022

Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch

ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

DOI

2022

Hu-fu

Proceedings of the VLDB Endowment

DOI

2022

Hu-Fu

Proceedings of the VLDB Endowment

DOI

2021

Harnessing Context for Budget-Limited Crowdsensing With Massive Uncertain Workers

IEEE/ACM Transactions on Networking

DOI

2021

Representation Learning on Knowledge Graphs for Node Importance Estimation

Knowledge Discovery and Data Mining

DOI

2021

Cost-Efficient Mobile Crowdsensing With Spatial-Temporal Awareness

IEEE Transactions on Mobile Computing

DOI

2021

Deep multi-task learning with flexible and compact architecture search

International Journal of Data Science and Analysis

DOI

2021

Deep spatio-temporal graph convolutional network for traffic accident prediction

Neurocomputing

DOI

2021

Modelling the epidemic dynamics of COVID-19 with consideration of human mobility

International Journal of Data Science and Analysis

DOI

2021

Real-time bottleneck matching in spatial crowdsourcing

Science China Information Sciences

DOI

2021

Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing

Knowledge Discovery and Data Mining

DOI

2021

Deep multi-task learning with relational attention for business success prediction

Pattern Recognition

DOI

2021

Guest Editorial Special Issue on Big Data and AI for Computational Transportation in the Cyber–Physical–Social Space

IEEE Transactions on Intelligent Transportation Systems

DOI

2021

Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale

IEEE Transactions on Knowledge and Data Engineering

DOI

2021

Inaugural issue editorial

High-Confidence Computing

DOI

2020

Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning

arXiv.org

2020

Guest Editorial: Special Issue on High-Confidence City IoT for Collaborative Smart City Services

IEEE Internet Things J.

DOI

2020

LSTM variants meet graph neural networks for road speed prediction

Neurocomputing

DOI

2020

Quality Control in Crowdsourcing Using Sequential Zero-Determinant Strategies

IEEE Transactions on Knowledge and Data Engineering

DOI

2020

Multiple metastable network states in urban traffic

Proceedings of the National Academy of Sciences of the United States of America

DOI

2020

Spatial Two-Sided Online Bottleneck Matching With Deadlines

IEEE Access

DOI

2020

Sequential Graph Neural Network for Urban Road Traffic Speed Prediction

IEEE Access

DOI

2020

When is the COVID-19 Pandemic Over? Evidence from the Stay-at-home Policy Execution in 106 Chinese Cities

Social Science Research Network

DOI

2020

Traffic Demand Prediction Based on Dynamic Transition Convolutional Neural Network

IEEE transactions on intelligent transportation systems (Print)

DOI

2020

High Temperature and High Humidity Reduce the Transmission of COVID-19

Social Science Research Network

DOI

2020

Dual Sequential Network for Temporal Sets Prediction

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2020

Batch Processing for Truss Maintenance in Large Dynamic Graphs

IEEE Transactions on Computational Social Systems

DOI

2020

GAN-Based virtual-to-real image translation for urban scene semantic segmentation

Neurocomputing

DOI

2020

Guaranteeing differential privacy for sequence predictions in bike sharing systems

Concurrency and Computation

DOI

2019

Identifying the most influential roads based on traffic correlation networks

Epj Data Science，Vol. 8, No. 10

DOI

2019

Spatial Bottleneck Minimum Task Assignment with Time-Delay

International Conference on Database Systems for Advanced Applications

DOI

2019

Predicting Food POI Attractions for Smart Business using Passenger Commuting Patterns

2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech)

DOI

2019

Multiple Relational Attention Network for Multi-task Learning

Knowledge Discovery and Data Mining

DOI

2019

SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing

IEEE International Conference on Data Engineering

DOI

2019

Analysis of Antagonistic Dynamics for Rumor Propagation

IEEE International Conference on Distributed Computing Systems

DOI

2019

Leveraging Graph Neural Network with LSTM For Traffic Speed Prediction

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2019

Traffic Accident Prediction Based on Deep Spatio-Temporal Analysis

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2019

Passenger Flow Prediction for New Line Using Region Dividing and Fuzzy Boundary Processing

IEEE transactions on fuzzy systems

DOI

2019

Adaptive Dynamic Bipartite Graph Matching: A Reinforcement Learning Approach

IEEE International Conference on Data Engineering

DOI

2019

A dynamic line generation and vehicle scheduling method for airport bus line based on multi-source big travel data

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2019

Urban Micro-Circulation Bus Planning Based on Temporal and Spatial Travel Demand

2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2018

基于峰值密度聚类的公交出行目的分类模型

《哈尔滨工程大学学报》

2018

Impact of Traffic Event Prediction Based on Time Series Prediction

DOI

2018

Is city traffic damaged by torrential rain?

Physica A: Statistical Mechanics and its Applications

DOI

2018

Usage Demand Forecast and Quantity Recommendation for Urban Shared Bicycles

International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery

DOI

2018

Optimization of Bus Lines Based on Passenger Group Moving Behaviors

2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2018

Spatio-temporal Anomaly Detection in Traffic Data

Proceedings of the 2nd International Symposium on Computer Science and Intelligent Control

DOI

2018

Highway Traffic Volume Prediction via Stacking KNN, SVR, MLP, RNN

2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2018

KID Model-Driven Things-Edge-Cloud Computing Paradigm for Traffic Data as a Service

IEEE Network

DOI

2018

Anomaly Prediction in Passenger Flow with Knowledge Transfer Method

2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech)

DOI

2017

智慧城市中的数据融合关键技术与挑战

《工程建设标准化》

2017

国家新型智慧城市评价指标和标准体系应用指南

《电子工业出版社》

2017

An evolvable and transparent data as a service framework for multisource data integration and fusion

Peer-to-Peer Networking and Applications

DOI

2017

The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms

Knowledge Discovery and Data Mining

DOI

2017

Spatiotemporal multi-task learning for citywide passenger flow prediction

2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computed, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)

DOI

2017

Friendship-aware task planning in mobile crowdsourcing

Frontiers of Information Technology & Electronic Engineering

DOI

2017

Budget-Aware Dynamic Incentive Mechanism in Spatial Crowdsourcing

Journal of Computational Science and Technology

DOI

2016

Active CTDaaS: A Data Service Framework Based on Transparent IoD in City Traffic

IEEE transactions on computers

DOI

2015

Smart City: Key Technologies and Practices

ZTE Communications

2015

Cloud computing-based map-matching for transportation data center

Electronic Commerce Research and Applications

DOI

2015

Call for Papers for the ZTE Communications Magazine Special Issue on Smart City - Key Technologies and Practices

2014

一种新的智慧城市数据共享和融合框架——SCLDF

《计算机研究与发展》

2013

Understand Group Travel Behaviors in an Urban Area Using Mobility Pattern Mining

2013 IEEE 10th International Conference on Ubiquitous Intelligence and Computing and 2013 IEEE 10th International Conference on Autonomic and Trusted Computing

DOI

2013

Fuel Consumption Estimates Based on Driving Pattern Recognition

2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing

DOI

2013

Probability tree based passenger flow prediction and its application to the Beijing subway system

Frontiers of Computer Science

DOI

2012

云时代的数据即服务

《机械设计与制造工程》

2012

Analyzing City Blocks' Properties Based on Mobile Data

2012 Seventh International Conference on Broadband, Wireless Computing, Communication and Applications

DOI

2012

OD Travel Time Estimation Model Based on Floating Car Data at Intersection in Metropolis

DOI

2012

A urban traffic effect model for large activities based on intelligent transportation system

2011 2nd International Conference on Engineering and Industries (ICEI)

2012

Dynamic Software Updating for Onboard Software

International Conference on Intelligent System Design and Engineering Application (ISDEA)

DOI

2011

动态权重路网下的连续近邻查询

《计算机工程》

2011

国家科技基础条件平台门户系统体系结构设计

《数据与计算发展前沿(中英文)》

2011

A novel model to evaluate urban overall traffic condition

International Conference on ITS Telecommunications

DOI

2011

Effective data identification in travel time estimation based on cellular network signaling

Wireless and Mobile Networking Conference

DOI

2010

Applied research of data sensing and service to ubiquitous intelligent transportation system

Frontiers of Computer Science in China

DOI

2010

Travel time prediction for float car system based on time series

International Conference on Advanced Communication Technology

2010

A location-based push service architecture with clustering method

International Conference on Networked Computing and Advanced Information Management

2010

Continuous range monitoring of moving objects in road networks

International Conference on Intelligent Systems Design and Applications

DOI

2010

An Efficient Algorithm to Estimate Real-time Traffic Information based on Multiple Data Sources

International Conference on Agents and Artificial Intelligence

DOI

2010

A Distributed Location Based Service Framework of Ubiquitous Computing

2010 First International Conference on Networking and Distributed Computing

DOI

2010

A history data based traffic incident impact analyzing and predicting method

International Conference on Electronics and Information Engineering

DOI

2010

Continuous Nearest Neighbor Queries in Weight Changing Road Networks

2010 Fifth International Conference on Systems and Networks Communications

DOI

2009

并行路网结构下的浮动车信息处理模型

《北京航空航天大学学报》

2009

基于向量识别的启发式路径推测算法

《计算机学报》

2009

Large-Scale Travel Time Prediction for Urban Arterial Roads Based on Kalman Filter

2009 International Conference on Computational Intelligence and Software Engineering

DOI

2009

An FCD Information Processing Model under Traffic Signal Control

2009 Ninth International Conference on Intelligent Systems Design and Applications

DOI

2009

An FCD Compensation Model Based on Traffic Condition Trends Matching

2009 Fourth International Conference on Computer Sciences and Convergence Information Technology

DOI

2009

Outlier mining based Automatic Incident Detection on urban arterial road

Mobility Conference

DOI

2009

An effective method to estimate urban link travel time in real-time traffic information system

International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology

DOI

2008

基于SVM的浮动车行驶模式判断模型

《北京航空航天大学学报》

2008

CAL: A Model of Providing High Quality Service in TTI Service System

2008 Third International Conference on Convergence and Hybrid Information Technology

DOI

2008

Research on a DATEX II Based Dynamic Traffic Information Publish Platform

2008 Second International Symposium on Intelligent Information Technology Application

DOI

2008

Missing Data Compensation Model in Real-Time Traffic Information Service System

2008 Fifth International Conference on Fuzzy Systems and Knowledge Discovery

DOI

2008

A Novel SAI Application Based on TPEG

2008 Second International Symposium on Intelligent Information Technology Application

DOI

2008

A map matching algorithm for intersections based on Floating Car Data

International Conference on Advanced Communication Technology

DOI

2008

1.A MapMatching Algorithm forIntersections based onFloating CarData

2008

A New Road Network Model and Its Application in a Traffic Information System

International Conference on Autonomic and Autonomous Systems

DOI

2007

给中国增一个骄傲——解析基于浮动车的动态交通信息服务系统

《中国交通信息化》

2007

A Heuristic Map-Matching Algorithm by Using Vector-Based Recognition

International Multi-Conference on Computing in Global Information Technology

DOI

2006

一种基于有效修剪的最大频繁项集挖掘算法

《北京航空航天大学学报》

2006

智能交通系统中探测车数据源的监控参数与评价模型

《微计算机信息》

2006

浮动车信息处理系统关键技术的研究

《微计算机信息》

2024

Improving Temporal Link Prediction via Temporal Walk Matrix Projection

arXiv preprint

2023

Towards Better Dynamic Graph Learning: New Architecture and Unified Library

arXiv preprint

2022

Label-Enhanced Graph Neural Network for Semi-supervised Node Classification

arXiv preprint

2022

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction

arXiv preprint

DOI

2021

Heterogeneous Graph Representation Learning with Relation Awareness

arXiv preprint

DOI

2020

Predicting Temporal Sets with Deep Neural Networks

arXiv preprint

DOI

2011

The scaling of human mobility by taxis is exponential

arXiv preprint

DOI