| Vehicle trajectory prediction using LSTMs with spatial–temporal attention mechanisms L Lin, W Li, H Bi, L Qin IEEE Intelligent Transportation Systems Magazine 14 (2), 197-208, 2021 | 243 | 2021 |
| A survey on visual traffic simulation: Models, evaluations, and applications in autonomous driving Q Chao, H Bi, W Li, T Mao, Z Wang, MC Lin, Z Deng Computer Graphics Forum 39 (1), 287-308, 2020 | 147 | 2020 |
| Assessing inequality, irregularity, and severity regarding road traffic safety during COVID-19 L Lin, F Shi, W Li Scientific reports 11 (1), 13147, 2021 | 69* | 2021 |
| Citywide estimation of traffic dynamics via sparse GPS traces W Li, D Nie, D Wilkie, MC Lin IEEE Intelligent Transportation Systems Magazine 9 (3), 100-113, 2017 | 68 | 2017 |
| City-scale traffic animation using statistical learning and metamodel-based optimization W Li, D Wolinski, MC Lin ACM Transactions on Graphics (TOG) 36 (6), 1-12, 2017 | 66 | 2017 |
| Efficient data collection and accurate travel time estimation in a connected vehicle environment via real-time compressive sensing L Lin, W Li, S Peeta Journal of Big Data Analytics in Transportation 1 (2), 95-107, 2019 | 43* | 2019 |
| Gradient-free adversarial training against image corruption for learning-based steering Y Shen, L Zheng, M Shu, W Li, T Goldstein, M Lin Advances in Neural Information Processing Systems 34, 26250-26263, 2021 | 42* | 2021 |
| ADAPS: Autonomous driving via principled simulations W Li, D Wolinski, MC Lin 2019 International Conference on Robotics and Automation (ICRA), 7625-7631, 2019 | 42 | 2019 |
| Toward more realistic microgrid optimization: Experiment and high-efficient model of Li-ion battery degradation under dynamic conditions Y Wei, S Wang, X Han, L Lu, W Li, F Zhang, M Ouyang ETransportation 14, 100200, 2022 | 40 | 2022 |
| Virtualized traffic at metropolitan scales D Wilkie, J Sewall, W Li, MC Lin Frontiers in Robotics and AI 2, 11, 2015 | 36 | 2015 |
| New Generation Model of Word Vector Representation Based on CBOW or Skip-Gram. Z Xiong, Q Shen, Y Xiong, Y Wang, W Li Computers, Materials & Continua 60 (1), 2019 | 34 | 2019 |
| Estimating urban traffic states using iterative refinement and wardrop equilibria W Li, M Jiang, Y Chen, MC Lin IET Intelligent Transport Systems 12 (8), 875-883, 2018 | 33 | 2018 |
| Populations with purpose W Li, JM Allbeck Motion in Games: 4th International Conference, MIG 2011, Edinburgh, UK …, 2011 | 33 | 2011 |
| A Generic Graph Sparsification Framework using Deep Reinforcement Learning R Wickman, X Zhang, W Li 2022 IEEE International Conference on Data Mining (ICDM), 1221-1226, 2021 | 30* | 2021 |
| Can chatgpt enable its? the case of mixed traffic control via reinforcement learning M Villarreal, B Poudel, W Li 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | 28 | 2023 |
| Biologically‐inspired visual simulation of insect swarms W Li, D Wolinski, J Pettré, M C. Lin Computer Graphics Forum 34 (2), 425-434, 2015 | 24 | 2015 |
| Learning to control and coordinate mixed traffic through robot vehicles at complex and unsignalized intersections D Wang, W Li, L Zhu, J Pan The International Journal of Robotics Research, 02783649241284069, 2024 | 20 | 2024 |
| Large-scale mixed traffic control using dynamic vehicle routing and privacy-preserving crowdsourcing D Wang, W Li, J Pan IEEE Internet of Things Journal 11 (2), 1981-1989, 2023 | 20 | 2023 |
| Crowd distribution and location preference W Li, Z Di, JM Allbeck Computer Animation and Virtual Worlds 23 (3-4), 343-351, 2012 | 20 | 2012 |
| Data-Driven Graph Filter-Based Graph Convolutional Neural Network Approach for Network-Level Multi-Step Traffic Prediction L Lin, W Li, L Zhu Sustainability 14 (24), 16701, 2022 | 17* | 2022 |
Ming LinDistinguished University Professor of University of Maryland at College Park & AmazonOverená e-mailová adresa na: cs.umd.edu