发表学术论文100余篇，其中SCI检索50余篇，ESI高被引论文3篇。担任IEEE Transaction on Intelligent Transportation Systems, Transportation Research Part C, Transportation Research Part D, Transportmetrica A, Ocean Engineering, Journal of Navigation, Reliability Engineering and System Safety 等近10个SCI期刊的审稿人。
期刊论文（部分）：
1. Weibin Zhang, Huazhu Zha, Lu Gan, Qianmu Li. 2024. DS-TFSN-Based Vehicle Travel Time Prediction Method for Digital Twin System of Freeways. IEEE Transactions on Intelligent Transportation Systems. 25(12): 20073 - 20084
2. Weibin Zhang, Chen Yan, Xiaofeng Li, Liangliang Fang, Yao-Jan Wu, Jun Li. 2023. Distributed Signal Control of Arterial Corridors Using Multi-Agent Deep Reinforcement Learning. IEEE Transactions on Intelligent Transportation Systems. 24(1): 178-190.
3. Weibin Zhang, Pulin Zhang, Yinghao Yu, Xiying Li, Salvatore Antonio Biancardo, Junyi Zhang. 2022. Missing Data Repairs for Traffic Flow with Self-Attention Generative Adversarial Imputation Net. IEEE Transactions on Intelligent Transportation Systems. 23(7): 7919-7930.
4. Weibin Zhang, Yaoyao Feng, Kai Lu, Yuhang Song, Yinhai Wang. 2021. Speed Prediction based on a Traffic Factor State Network Model. IEEE Transactions on Intelligent Transportation Systems. 22(5), 3112-3122.
5. Weibin Zhang, Weiyang Jiang, Qing Liu, Weifeng Wang. 2023. AIS data repair model based on generative adversarial network. Reliability Engineering and System Safety. 240:109572
6. Weibin Zhang, Xinyu Feng, Floris Goerlandt, Qing Liu. 2020. Towards a Convolutional Neural Network model for classifying regional ship collision risk levels for waterway risk analysis. Reliability Engineering and System Safety. 204:107-127.
7. Weibin Zhang, Yong Qi, Ying Yan, Jinjun Tang, Yinhai Wang. 2017. A method of emission and traveller behavior analysis under multimodal traffic condition. Transportation Research Part D. 52(2017): 139-155.
8. Weibin Zhang, Yinghao Yu, Yong Qi, Feng Shu, Yinhai Wang. 2019. Short-term Traffic Flow Prediction Based on Spatio-temporal Analysis and CNN Deep Learning. Transportmetrica A: Transport Science. Vol 15(2): 1688-1711.
9. Weibin Zhang, Yong Qi, Henrickson Kris, Jinjun Tang, Yinhai Wang. 2017. Vehicle traffic delay prediction in ferry terminal based on Bayesian multiple models combination method. Transportmetrica A: Transport Science. Vol 13(5): 467-490.
10. Weibin Zhang, Yuting Deng, Lei Du, Qing Liu, Liangliang Lu, Feng Chen. 2022. A method of performing real-time ship conflict probability ranking in open waters based on AIS data, Ocean Engineering, 255: 111480
11. Weibin Zhang, Ziyao Zou, Jin Wang, Lei Du. 2020. Multi-ship following operation in ice-covered waters with consideration of inter-ship communication. Ocean Engineering. 210: 107545.
12. Weibin Zhang, Ziyao Zou, Floris Goerlandt, Yong Qi, Pentti Kujala. 2019. A multi-ship following model for icebreaker convoy operations in ice-covered waters. Ocean Engineering. 180: 238-253.
13. Weibin Zhang, Floris Goerlandt, Pentti Kujala, Yong Qi. 2018. A coupled kinematics model for icebreaker escort operations in ice-covered waters. Ocean Engineering. 167:317-333.
14. Weibin Zhang, Floris Goerlandt, Pentti Kujala, Yinhai Wang, 2016. An Advanced Method for Detecting Possible Near Miss Ship Collisions from AIS Data. Ocean Engineering. 124: 141-156.
15. Weibin Zhang, Floris Goerlandt, Jakub Montewka, Pentti Kujala, 2015. A Method for detecting possible near miss ship collisions from AIS data. Ocean Engineering. 107: 60-69.
16. Weibin Zhang, Xinyu Feng, Yong Qi, Yijin Zhang, Yinhai Wang. 2019. Towards a Model of Regional Vessel Near-miss Collision Risk Assessment for Open Waters based on AIS Data. Journal of Navigation. Vol 72(6): 1449-1468.
17. Weibin Zhang, Cole Kopca, Jinjun Tang, Dongfang Ma, Yinhai Wang. 2017. A Systematic Approach for Collision Risk Analysis based on AIS Data. Journal of Navigation. Vol 70(5): 1117-1132.
18. Weibin Zhang, Jinjun Tang, Henrickson Kristian, Yajie Zou, Yinhai Wang. 2016. Hybrid Short-term Prediction of Traffic Volume at Ferry Terminal based on Data Fusion. IET Intelligent Transport Systems. 10(8): 524-534.
19. Weibin Zhang, Yong Qi, Zhuping Zhou, Biancardo, S. A, Yinhai Wang. 2018. Method of speed data fusion based on Bayesian combination algorithm and high-order multi-variable Markov model. IET Intelligent Transport Systems.2018. Vol 12(10): 1312-1321.
20. Weibin Zhang, Yajie Zou, Jinjun Tang, John Ash, Yinhai Wang. 2016. Short-term Prediction of Vehicle Queue at Ferry Terminal based on Machine Learning. Journal of Marine Science and Technology. 2016, 21(4): 729-741.
21. Weibin Zhang, Haifeng Guo, Ziqiang Zeng, Yong Qi, Yinhai Wang. 2018. Transportation Cloud Service Composition based on Fuzzy Programming and Genetic Algorithm. Journal of the Transportation Research Board. 2018.
22. Wenbo Wang, Weibin Zhang*, CRRFNet: An adaptive traffic object detection method based on camera and radar radio frequency fusion, Transportation Research Part C: Emerging Technologies, Volume 166, 2024, 104791
23. Wenbo Wang; Wei Wang; Xixin Yu; Weibin Zhang*. 2025. C4RFNet: Camera and 4D-Radar Fusion Network for Point Cloud Enhancement. IEEE Sensors Journal. Page(s): 1-1.
24. Ibraheem Abdelazeem Ibraheem Ali, Weibin Zhang*, Abdeldime Mohamedsalih, Ahmedalmansour Abuobida. A Lossless Quantization Approach for Physical-Layer Key Generation in Vehicular Ad Hoc Networks Based on Received Signal Strength. Vehicular Communications. 2024. Volume 49, October 2024, 100809
25. Kai Lu, Xin Tian, Shuyan Jiang, Yongjie Lin, Weibin Zhang*. 2023. Optimization Model of Regional Green Wave Coordination Control for the Coordinated Path Set. IEEE Transactions on Intelligent Transportation Systems, 24(7), 7000-7011.
26. Wenbo Wang, Liangliang Fang, Weibin Zhang*. 2023. Robust double relaxed regression for image classification. Signal Processing. 203: 108796.
27. Ibraheem Abdelazeem, Weibin Zhang*, Zhenping Zeng, M. S Abdeldime. 2022. An Adaptive Lossly Quantization Technique for Key Extraction Applied in Vehicular Communication. Wireless Personal Communications. 126: 1345–1361.
28. Floris Goerlandt, Jakub Montewka, Weibin Zhang*, Pentti Kujala. 2016. An Analysis of Ship Convoy Operations in Ice Conditions. Safety Science. 95: 198-209.
29. Jinjun Tang, Fang Liu, Weibin Zhang*, Shen Zhang, Yinahi Wang*. 2016. Exploring dynamic property of traffic flow time series in multi-states based on complex networks: Phase space reconstruction versus visibility graph. Physica A: Statistical Mechanics and its Applications. Vol 450, pp: 635-648.
30. Jinjun Tang, Shen Zhang, Fang Liu, Weibin Zhang*, Yinhai Wang. 2016. Statistical properties of urban mobility from location-based travel networks. Physica A: Statistical Mechanics and its Applications, Vol 461, pp: 694-707.
31. Zhimin Tao, Quan Nie, Weibin Zhang*. Research on travel behavior with car sharing under smart city conditions. Journal of Advanced Transportation. Volume 2021.
32. Lei Du*, Osiris A. Valdez Banda, Yamin Huang, Floris Goerlandt, Pentti Kujala, Weibin Zhang*. An empirical ship domain based on evasive maneuver and perceived collision risk. Reliability Engineering and System Safety. In press.
33. Jinjun Tang, Fang Liu, Yajie Zou, Weibin Zhang, Yinhai Wang. 2016. An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic. IEEE Transactions on Intelligent Transportation Systems. Vol 18(9), pp: 2340-2350.
34. Yajie Zou, Hang Yang, Yunlong Zhang, Jinjun Tang, Weibin Zhang. Mixture modeling of freeway speed and headway data using multivariate skew-t distributions. Transportmetrica A: Transport Science. 2017:1-28.
35. Salvatore Antonio Biancardo, Francesca Russo, Daiva Zilioniene, Weibin Zhang. Rural Two-Lane Two-Way Three and Four-Leg Intersections with Stop Control: Predicting Road Safety Effects. Baltic Journal of Road and Bridge Engineering. 2017. 12 (2) :117-126.
36. 张伟斌，张帅，郭海锋，冯瑶姚. 基于交通因子状态网络的城市交叉口交通流预测，中国公路学报，2021，34(12): 217-228.
37. 张伟斌，叶竞宇，白孜帅，李熙莹. 基于联网车辆轨迹数据的交叉口排队长度估计方法，中国公路学报，2022, 35(3): 216-225.
会议论文(部分)
1.Weibin Zhang, Yong Qi, Zhuping Zhou, Salvatore Antonio Biancardo, Yinhai Wang. 2018. A Method of Speed Data Fusion based on Bayesian Combination Algorithm and Markov Model. Transportation Research Board 2018. Washington DC. U.S.
2.Weibin Zhang, Haifeng Guo, Ziqiang Zeng, Yong Qi, Yinhai Wang. 2018. Transportation Cloud Service Composition based on Fuzzy Programming and Genetic Algorithm. Transportation Research Board 2018. Washington DC. U.S.
3.Weibin Zhang，Yuhang Song, Yong Qi, Qianmu Li, Minglei Shen. 2018. Traveler behavior analysis based on Car2Go sharing operation data. ASCE International Conference on Transportation & Development. Pittsburgh, U.S.
4.Weibin Zhang, Ying Yan, Jinjun Tang, Yinhai Wang, Yajie Zou. 2017. A method of emission analysis under multimodal traffic condition. Transportation Research Board 2017. Washington DC. U.S.
5.Weibin Zhang, Yajie Zou, Jinjun Tang, John Ash, Yinhai Wang. 2016. Short-term Prediction of Vehicle Waiting Queue at Ferry Terminal based on a Hybrid Algorithm. Transportation Research Board 2016. Washington DC. U.S.
6.Jinjun Tang, Shen Zhang, Yinyan, Weibin Zhang, Zhibin Li, Yinhai Wang. 2017. Inferring driving trajectories based on probabilistic model from large scale taxi GPS data. Transportation Research Board 2017. Washington DC. U.S.
7.Weibin Zhang, Yajie Zou, Jinjun Tang, John Ash, Yinhai Wang. 2015. Ferry traffic prediction based on Machine Learning Method. PacTrans Traffic Safety Workshop. 2015. Seattle, U.S.