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2025

Achieving Multi-Attribute Superiority and Sybil Attack Detection in IoV: A Heuristic-Based Dynamic RSU Deployment Scheme

Guo, H., Wu, X., Yin, Z., Mao, B., Xun, Y., Liu, J. & Chen, W., 2025, In: IEEE Transactions on Intelligent Transportation Systems. 26, 2, p. 2734-2746 13 p.

Research output: Contribution to journal › Article › peer-review

A dynamic station-line centrality for identifying critical stations in bus-metro networks

Li, X., Teng, M., Jiang, S., Han, Z., Gao, C., Nekorkin, V. & Radeva, P., May 2025, In: Chaos, Solitons and Fractals. 194, 116102.

Research output: Contribution to journal › Article › peer-review

ChangeRD: A registration-integrated change detection framework for unaligned remote sensing images

Jing, W., Chi, K., Li, Q. & Wang, Q., Feb 2025, In: ISPRS Journal of Photogrammetry and Remote Sensing. 220, p. 64-74 11 p.

Research output: Contribution to journal › Article › peer-review

Exploring Context Alignment and Structure Perception for Building Change Detection

Wang, Q., Zhang, M., Ren, J. & Li, Q., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5609910.

Research output: Contribution to journal › Article › peer-review

2024

Aerial-Ground Integrated Vehicular Networks: A UAV-Vehicle Collaboration Perspective

He, Y., Wang, D., Huang, F., Zhang, R. & Min, L., 1 Jun 2024, In: IEEE Transactions on Intelligent Transportation Systems. 25, 6, p. 5154-5169 16 p.

Research output: Contribution to journal › Article › peer-review

22 Scopus citations

AI-Based UAVs 3D Coverage Deployment in 6G-Enabled IoV Networks for Industry 5.0

Du, P., Xiao, T., Cao, H., Zhai, D., Gadekallu, T. R. & Piran, M. J., 2024, (Accepted/In press) In: IEEE Transactions on Consumer Electronics.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

A multi-agent reinforcement learning-based method for multiple electric vehicles charging scheduling

Li, K., Zhang, Y., Zhang, T., Xiao, J., Zhou, J. & Du, C., 2024, Third International Conference on Intelligent Traffic Systems and Smart City, ITSSC 2023. Shangguan, W. & Wu, J. (eds.). SPIE, 129890G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12989).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

A Novel Framework for Joint Learning of City Region Partition and Representation

Deng, M., Zhang, W., Zhao, J., Wang, Z., Zhou, M., Luo, J. & Chen, C., 16 May 2024, In: ACM Transactions on Multimedia Computing, Communications and Applications. 20, 7, 210.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

A practicable geophysical resistivity imaging sensing approach for urban geological water disaster detection: A real-world case study

Su, B., Zhang, F., Yu, J., Li, Y., Królczyk, G., Liu, S. & Li, Z., Jun 2024, In: Alexandria Engineering Journal. 97, p. 333-345 13 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Collaborative Optimization Method of Power Distribution Network and Urban Transportation Network: A Review

Yang, S., Du, Y., Wang, L., Zhang, Z., Huangfu, Y. & Li, Z., 2024, 2024 IEEE 19th Conference on Industrial Electronics and Applications, ICIEA 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 19th Conference on Industrial Electronics and Applications, ICIEA 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Covert Communications in Air-Ground Integrated Urban Sensing Networks Enhanced by Federated Learning

Wang, D., Wu, M., Chakraborty, C., Min, L., He, Y. & Guduri, M., 1 Mar 2024, In: IEEE Sensors Journal. 24, 5, p. 5636-5643 8 p.

Research output: Contribution to journal › Article › peer-review

21 Scopus citations

Learning Decentralized Traffic Signal Controllers with Multi-Agent Graph Reinforcement Learning

Zhang, Y., Yu, Z., Zhang, J., Wang, L., Luan, T. H., Guo, B. & Yuen, C., 1 Jun 2024, In: IEEE Transactions on Mobile Computing. 23, 6, p. 7180-7195 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

1 Scopus citations

Literature Review: Why do we need innovative design methods for future Mobility-as-a-Service (MaaS)?

Li, Y., May, A., Cook, S. & Chen, D., Sep 2024, In: Transportation Research Interdisciplinary Perspectives. 27, 101233.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

Multi-Scale Semantic Map Distillation for Lightweight Pavement Crack Detection

Wang, X., Mao, Z., Liang, Z. & Shen, J., 2024, In: IEEE Transactions on Intelligent Transportation Systems. 25, 10, p. 15081-15093 13 p.

Research output: Contribution to journal › Article › peer-review

5 Scopus citations

Optimizing emergency supply pre-positioning for disaster relief: A two-stage distributionally robust approach

Che, A., Li, J., Chu, F. & Chu, C., Jun 2024, In: Computers and Operations Research. 166, 106607.

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

PSO-Meme: An Efficient and Secure RSU Deployment Scheme for IoV

Wu, X., Guo, H., Zhou, X., Mao, B., Liu, J. & Xun, Y., 2024, GLOBECOM 2024 - 2024 IEEE Global Communications Conference. Institute of Electrical and Electronics Engineers Inc., p. 511-516 6 p. (Proceedings - IEEE Global Communications Conference, GLOBECOM).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

SEPARATION OF SUBSTATION NOISE COMBINING SPECTRAL SUBTRACTION AND VARIATIONAL MODE DECOMPOSITION

Haitao, W., Xiangyang, Z., Ye, L., Shuwei, R. & Luwen, X., 2024, Proceedings of the 30th International Congress on Sound and Vibration, ICSV 2024. van Keulen, W. & Kok, J. (eds.). Society of Acoustics, (Proceedings of the International Congress on Sound and Vibration).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Spatio-Temporal Memory Augmented Multi-Level Attention Network for Traffic Prediction

Liu, Y., Guo, B., Meng, J., Zhang, D. & Yu, Z., 1 Jun 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 6, p. 2643-2658 16 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

Transferrable contextual feature clusters for parking occupancy prediction

Shao, W., Zhang, Y., Xiao, P., Qin, K. K., Rahaman, M. S., Chan, J., Guo, B., Song, A. & Salim, F. D., Jan 2024, In: Pervasive and Mobile Computing. 97, 101831.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

UAV cluster geometric information fusion cooperative positioning algorithm with LEO satellite system

Tang, C., Wang, W., Zhang, L. & Wang, C., Dec 2024, In: IET Control Theory and Applications. 18, 18, p. 2852-2863 12 p.

Research output: Contribution to journal › Article › peer-review

Open Access

When Crowdsensing Meets Smart Cities: A Comprehensive Survey and New Perspectives

Wang, Z., Cao, Y., Jiang, K., Zhou, H., Kang, J., Zhuang, Y., Tian, D. & Leung, V. C. M., 2024, (Accepted/In press) In: IEEE Communications Surveys and Tutorials. p. 1 1 p.

Research output: Contribution to journal › Article › peer-review

10 Scopus citations

Wisdom of Crowds: A Human-Machine-Things Cooperative Scheduling Method for Heterogeneous Mobile Crowdsensing

Liu, Y., Yu, Z., Zhang, F., Cui, H. & Guo, B., 8 Nov 2024, In: Proceedings of the ACM on Human-Computer Interaction. 8, CSCW2, ART419.

Research output: Contribution to journal › Article › peer-review

Open Access

多移动终端轻量化感 – 算 – 策协同增强方法

Translated title of the contribution: Lightweight sensing-computing-decision collaboration enhancement for multi-mobile terminalsGao, Y., Liu, S., Guo, B., Xu, X., Bian, H., Hao, J., Xu, W. & Yu, Z., 2024, In: Scientia Sinica Informationis. 54, 9, p. 2136-2156 21 p.

Research output: Contribution to journal › Article › peer-review

Open Access

视觉端边云融合架构: 面向超级智慧城市群演进的关键技术

Translated title of the contribution: Visual end-edge-cloud fusion architecture: key technologies of future super metropolitan clustersJi, W., Yang, Z., Wang, Z., Guo, B. & Shen, B., 2024, In: Scientia Sinica Informationis. 54, 11, p. 2518-2532 15 p.

Research output: Contribution to journal › Article › peer-review

高光谱图像变化检测技术研究进展

Translated title of the contribution: Survey of hyperspectral image change detection methodDing, C., Chen, J., Zheng, M., Zhang, L., Wei, W. & Zhang, Y., Jun 2024, In: Journal of Image and Graphics. 29, 6, p. 1714-1729 16 p.

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

2023

Cerebral cortical regions always connect with each other via the shortest paths

Lv, Y., Kang, Z., Han, T., He, M., Du, R., Zhang, T., Liu, T. & Ge, B., 15 Jul 2023, In: Cerebral Cortex. 33, 14, p. 9212-9222 11 p.

Research output: Contribution to journal › Article › peer-review

CoupledGT: Coupled Geospatial-temporal Data Modeling for Air Quality Prediction

Ren, S., Guo, B., Li, K., Wang, Q., Wang, Q. & Yu, Z., 10 Aug 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 9, 135.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

CuRL: A Generic Framework for Bi-Criteria Optimum Path-Finding Based on Deep Reinforcement Learning

Chen, C., Li, L., Li, M., Li, R., Wang, Z., Wu, F. & Xiang, C., 1 Feb 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 2, p. 1949-1961 13 p.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Dynamic traffic signal control based on multi-agent curricular transfer learning

Miao, S., Wang, B., Li, Y. & Pan, Q., 2023, International Workshop on Signal Processing and Machine Learning, WSPML 2023. Yue, Y. (ed.). SPIE, 1294303. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12943).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Electrostatic self-assembly of citrus based carbon nanosheets and MXene: Flexible film electrodes and patterned interdigital electrodes for all-solid supercapacitors

Zhang, S., Huang, Y., Ruan, Y., Wang, J., Han, X. & Sun, X., Feb 2023, In: Journal of Energy Storage. 58, 106392.

Research output: Contribution to journal › Article › peer-review

14 Scopus citations

Image-Pair Correlation Learning for Vehicle Re-Identification

Liu, C., Lin, W., Lu, Y., Li, H. & Wang, X., 2023, 2023 42nd Chinese Control Conference, CCC 2023. IEEE Computer Society, p. 7376-7381 6 p. (Chinese Control Conference, CCC; vol. 2023-July).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Intelligent Transportation Systems for Smart Cities 2021

Tsai, S. B., Xu, X. & Yuan, Y., 2023, In: Journal of Advanced Transportation. 2023, 9896512.

Research output: Contribution to journal › Editorial

Open Access

1 Scopus citations

Intelligent UAV Charging Station Deployment and Path Planning in Smart City

Zhou, X., Tian, N., Guo, H. & Liu, J., 2023, 2023 IEEE 23rd International Conference on Communication Technology: Advanced Communication and Internet of Things, ICCT 2023. Institute of Electrical and Electronics Engineers Inc., p. 1253-1258 6 p. (International Conference on Communication Technology Proceedings, ICCT).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Multitask-Oriented Collaborative Crowdsensing Based on Reinforcement Learning and Blockchain for Intelligent Transportation System

Li, M., Ma, M., Wang, L., Yang, B., Wang, T. & Sun, J., 1 Sep 2023, In: IEEE Transactions on Industrial Informatics. 19, 9, p. 9503-9514 12 p.

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Promotion vs. pollution: City political status and firm pollution

Zhao, X., Jia, M. & Zhang, Z., Feb 2023, In: Technological Forecasting and Social Change. 187, 122209.

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Robust Sparse Direct Localization of Smart Vehicle With Partly Calibrated Time Modulated Arrays

Wang, Y., Obaidat, M. S., Yin, Y., Wang, L., Rodrigues, J. J. P. C. & Sadoun, B., 1 Nov 2023, In: IEEE Transactions on Intelligent Transportation Systems. 24, 11, p. 12582-12596 15 p.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

SUrban: Stable Prediction for Unseen Urban Data from Location-based Sensors

Wang, Q., Guo, B., Cheng, L. & Yu, Z., 27 Sep 2023, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 7, 3, 132.

Research output: Contribution to journal › Article › peer-review

2 Scopus citations

城市多源固废协同利用与区域绿色循环发展研究

Translated title of the contribution: Synergism utilization of urban multi-source solid waste and district green recycling developmentShi, Y., Li, H., Chen, S., Chen, W., Xiong, C., Li, S., Wang, Y., Qian, P., Li, S., Hua, C., Lu, P., Liu, Y., Zhang, C., Chu, J. & Lu, X., Dec 2023, In: Bulletin of Chinese Academy of Sciences. 38, 12

Research output: Contribution to journal › Article › peer-review

2022

Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture

Ding, C., Zheng, Z., Zheng, S., Wang, X., Xie, X., Wen, D., Zhang, L. & Zhang, Y., May 2022, In: Information (Switzerland). 13, 5, 223.

Research output: Contribution to journal › Article › peer-review

Open Access

6 Scopus citations

A Tightly Coupled Integration Approach for Cooperative Positioning Enhancement in DSRC Vehicular Networks

Yan, Y., Bajaj, I., Rabiee, R. & Tay, W. P., 1 Dec 2022, In: IEEE Transactions on Intelligent Transportation Systems. 23, 12, p. 23278-23294 17 p.

Research output: Contribution to journal › Article › peer-review

Open Access

11 Scopus citations

Comprehensive Evaluation of Environmental Air Quality Based on the Entropy Weights and Concentration Variation Trends of Pollutants

Zheng, H., Yang, Z., Yang, J., Tao, Y. & Zhang, L., Dec 2022, In: Atmosphere. 13, 12, 1978.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Scopus citations

CoupledMUTS: Coupled Multivariate Utility Time-Series Representation and Prediction

Ren, S., Guo, B., Li, K., Wang, Q., Yu, Z. & Cao, L., 15 Nov 2022, In: IEEE Internet of Things Journal. 9, 22, p. 22972-22982 11 p.

Research output: Contribution to journal › Article › peer-review

13 Scopus citations

Data-driven behavioral analysis and applications: A case study in Changchun, China

Li, X., Deng, Y., Yuan, X., Wang, Z. & Gao, C., 15 Jun 2022, In: Physica A: Statistical Mechanics and its Applications. 596, 127164.

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Differential health and economic impacts from the COVID-19 lockdown between the developed and developing countries: Perspective on air pollution

Wang, Y., Wu, R., Liu, L., Yuan, Y., Liu, C. G., Hang Ho, S. S., Ren, H., Wang, Q., Lv, Y., Yan, M. & Cao, J., 15 Jan 2022, In: Environmental Pollution. 293, 118544.

Research output: Contribution to journal › Article › peer-review

Open Access

22 Scopus citations

GNSS/Inertial Navigation/Wireless Station Fusion UAV 3-D Positioning Algorithm With Urban Canyon Environment

Tang, C., Wang, Y., Zhang, L. & Zhang, Y., 1 Oct 2022, In: IEEE Sensors Journal. 22, 19, p. 18771-18779 9 p.

Research output: Contribution to journal › Article › peer-review

23 Scopus citations

Learning Shared Mobility-Aware Knowledge for Multiple Urban Travel Demands

Wang, Q., Guo, B., Ouyang, Y., Cheng, L., Wang, L., Yu, Z. & Liu, H., 1 May 2022, In: IEEE Internet of Things Journal. 9, 9, p. 7025-7035 11 p.

Research output: Contribution to journal › Article › peer-review

8 Scopus citations

Modeling and verifying NDN-based IoV using CSP

Chen, N., Zhu, H., Yin, J., Fei, Y., Xiao, L. & Zhu, M., Oct 2022, In: Journal of Software: Evolution and Process.

Research output: Contribution to journal › Article › peer-review

12 Scopus citations

Modeling Human Mobility Based on Temporal Characteristics

Xie, Y., Yu, Z., Zhang, Y. & Guo, B., 2022, Proceedings - 2022 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Autonomous and Trusted Vehicles, Scalable Computing and Communications, Digital Twin, Privacy Computing, Metaverse, SmartWorld/UIC/ATC/ScalCom/DigitalTwin/PriComp/Metaverse 2022. Institute of Electrical and Electronics Engineers Inc., p. 500-507 8 p. (Proceedings - 2022 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Autonomous and Trusted Vehicles, Scalable Computing and Communications, Digital Twin, Privacy Computing, Metaverse, SmartWorld/UIC/ATC/ScalCom/DigitalTwin/PriComp/Metaverse 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

Multisource Fusion UAV Cluster Cooperative Positioning Using Information Geometry

Tang, C., Wang, Y., Zhang, L., Zhang, Y. & Song, H., Nov 2022, In: Remote Sensing. 14, 21, 5491.

Research output: Contribution to journal › Article › peer-review

Open Access

38 Scopus citations

OPTIMISATION SCHEME FOR REGIONAL GROUNDWATER POLLUTION CONTROL IN CHINA: ADAPTIVE GENETIC ALGORITHM BASED MULTI-OBJECTIVE OPTIMISATION MODEL

Ding, Y., Lei, K., Liu, C. & Yang, J., 2022, In: Journal of Environmental Protection and Ecology. 23, 4, p. 1397-1406 10 p.

Research output: Contribution to journal › Article › peer-review

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