Dr. Yi Yu

Dr. Yi Yu

Young Researcher
Shanghai AI Lab


Yunjing Rd 701
Xuhui District
Shanghai, China

Full Publications

You can find the most recent pubulications on Google Scholar profile.

Journal Publications

  • Wang, X., Jiang, H., Yu, Y., Yu, J., Lin, Y., Yi, P., Wang, Y., Qiao, Y., Li, L., Wang, F.-Y. (2025). Building intelligence identification system via large language model watermarking: a survey and beyond. Artificial Intelligence Review, 58(8), 1-58.

  • Yang, X., Yu, Y., Feng, Y., Ochieng, W. Y. (2024). Improving the Urban Transport System Resilience Through Adaptive Traffic Signal Control Enabled by Decentralised Multiagent Reinforcement Learning. Journal of Advanced Transportation, 2024(1), 3035753.

  • Yu, Y., Yu, J., Wang, X., Li, J., Lin, Y., He, C., Yang, Y., Qiao, Y., Li, L., Wang, F.-Y. (2024). Navigating the Data Trading Crossroads: An Interdisciplinary Survey. arXiv preprint arXiv:2407.11466.

  • Yu, J., Yu, Y., Wang, X., Lin, Y., Yang, M., Qiao, Y., Wang, F.-Y. (2024). The Shadow of Fraud: The Emerging Danger of AI-powered Social Engineering and its Possible Cure. arXiv preprint arXiv:2407.15912.

  • Miao, Q.-H., Wang, X.-X., Yang, J., Zhao, Y., Wang, Y.-T., Chen, Y.-Y., Tian, Y.-L., Yu, Y., Lin, Y.-L., Yan, R., Ma, J.-Q., Na, X.-X., Wang, F.-Y. (2024). From foundation intelligence to general intelligence: The state-of-art and perspectives of GenAI and AGI based on foundation models. Acta Automatica Sinica, 50(4), 674-687.

  • He, C., Wang, D., Yu, Y., Cai, Z. (2023). A hybrid deep learning model for link dynamic vehicle count forecasting with Bayesian optimization. Journal of Advanced Transportation, 2023(1), 5070504.

  • Zeng, J., Yu, Y., Chen, Y., Yang, D., Zhang, L., Wang, D. (2023). Trajectory-as-a-Sequence: A novel travel mode identification framework. Transportation Research Part C: Emerging Technologies, 146, 103957.

  • Qi, H., Yu, Y., Tang, Q., Hu, X. (2022). Intersection traffic deadlock formation and its probability: A petri net-based modeling approach. IET Intelligent Transport Systems, 16(10), 1342-1363.

  • Yu, Y., Cui, Y., Zeng, J., He, C., Wang, D. (2022). Identifying traffic clusters in urban networks based on graph theory using license plate recognition data. Physica A: Statistical Mechanics and its Applications, 591, 126750.

  • Cui, Y., Yu, Y., Cai, Z., Wang, D. (2022). Optimizing Road Network Density Considering Automobile Traffic Efficiency: Theoretical Approach. Journal of Urban Planning and Development, 148(1), 04021062.

  • Cui, Y., Yu, Y., Wang, D. (2021). Impact of the link length on the delay in two-way signal coordination. IEEE Access, 9, 130823-130833.

  • Yu, Y., Chen, M., Qi, H., Wang, D. (2020). Copula-Based Travel Time Distribution Estimation Considering Channelization Section Spillover. IEEE Access, 8, 32850-32861.

Conference Publications

  • Yu, Y., Yao, S., Zhou, T., Fu, Y., Yu, J., Wang, D., Wang, X., Chen, C., Lin, Y. (2024). Data on the Move: Traffic-Oriented Data Trading Platform Powered by AI Agent with Common Sense. In 2024 IEEE Intelligent Vehicles Symposium (IV), pp. 521-526.

  • Yu, J., Yu, Y., Yao, S., Wang, D., Cai, P., Li, H., Li, L., Wang, F.-Y., Lin, Y. (2023). RoW-based parallel control for mixed traffic scenario: A case study on lane-changing. In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 5397-5402.

  • Xu, J., Yao, S., Yu, Y., Wang, F.-Y., Lin, Y. (2023). DeMaaS: Efficient service distribution for MaaS via decentralized collaboration and optimization. In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 5391-5396.

  • Yao, S., Yu, J., Yu, Y., Xu, J., Dai, X., Li, H., Wang, F.-Y., Lin, Y. (2023). Towards integrated traffic control with operating decentralized autonomous organization. In 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 6126-6131.

  • Yu, Y., Yao, S., Wang, K., Chen, Y., Wang, F.-Y., Lin, Y. (2023). Pursuing Equilibrium of Medical Resources via Data Empowerment in Parallel Healthcare System. In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 3186-3191.

  • Yu, Y., Yao, S., Li, J., Wang, F.-Y., Lin, Y. (2023). SWDPM: A Social Welfare-Optimized Data Pricing Mechanism. In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 2900-2906.

  • Lv, X., Yu, Y.(co-first author), Xie, X., Wang, F.-Y., Lin, Y., Chen, Y. (2023). Optimize the Accessibility of Healthcare Facilities via ACP-Based Approach. In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 4034-4039.

Patents

  • Yu, Y., Cui, Y., Wang, D., Cai, Z. (2019). Identifying urban traffic state using Automatic number plate recognition data. Applying number: 201911007187.7

  • Yu, Y., Cai, M. (2020). Identifying Method, device, equipment, and medium for discovering user group in service application. Applying number: 202011166175.9

  • Yu, Y., Dai, G., Fang, H., Cai, M. (2020). Method, device, equipment, and medium for identifying problem users. Applying number: 202011166170.9

  • Yu, Y., Cheng, Y., Cai, M. (2020). Method, device, electronic equipment, and storage medium for detecting cheating behavior. Applying number: 202010962524.4

  • Yu, Y., Cai, M., Gu, Z. (2020). Method, device, server, and computer storage medium for order processing. Applying number: 202011066339.3

  • Wang, X., Yu, Y. (2020). An insulin pen needle recovery device.

  • He, C., Wang, D., Cai, Z., Zeng, J., Yu, Y., Jing, S. (2021). License plate matching method based on maximum travel time probability.

  • Lv, C., Xu, B., Zhang, H., Yu, Y., Li, K., Cheng, Y. (2016). Power generation device based on cantilever beam vibration p in the tunnel wind environment. Certificate Number：ZL20160110190.7

Software

  • Zhejiang University (2018). Urban Traffic Big Data Analysis System. No.2018SR1005011

  • Zhang, Y., Li, D., Yu, H., Wang, H., Yu, Y., Wang, J. (2019). Intelligent Recruitment Platform in Construction Software. No.2019SR0784094