Leaderboards/Traffic control and management

Traffic control and management

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Fuxian Li
Southeast University
2
Xueyan Yin
City University of Hong Kong
3
Mohamed Elassy
American University of Ras Al Khaimah
4
Xishun Liao
University of California, Los Angeles
5
Jiahao Ji
Institute of Disaster Prevention
6
Selim Reza
Universidade do Porto
7
Haoyang Yan
Tongji University
8
Fernando Viadero‐Monasterio
Universidad Carlos III de Madrid
9
Guangyin Jin
National University of Defense Technology
10
Jing Chen
Hangzhou Dianzi University

Rising Stars Papers

1
Intelligent transportation systems for sustainable smart cities
Transportation Engineering|2024
358 cit.
2
Dynamic trend fusion module for traffic flow prediction
Applied Soft Computing|2025
68 cit.
3
Bilinear Spatiotemporal Fusion Network: An efficient approach for traffic flow prediction
Neural Networks|2025
43 cit.
4
Scalable prediction of heterogeneous traffic flow with enhanced non-periodic feature modeling
Expert Systems with Applications|2025
40 cit.
5
Robust Adaptive Heterogeneous Vehicle Platoon Control Based on Disturbances Estimation and Compensation
IEEE Access|2024
30 cit.
6
Motion Planning and Robust Output-Feedback Trajectory Tracking Control for Multiple Intelligent and Connected Vehicles in Unsignalized Intersections
IEEE Transactions on Vehicular Technology|2025
24 cit.
7
Simultaneous Estimation of Vehicle Sideslip and Roll Angles Using an Event-Triggered-Based IoT Architecture
Machines|2024
22 cit.
8
Robust Static Output Feedback Control of a Semi-Active Vehicle Suspension Based on Magnetorheological Dampers
Applied Sciences|2024
22 cit.
9
Radar-Based Pedestrian and Vehicle Detection and Identification for Driving Assistance
Vehicles|2024
21 cit.
10
3D Surface Highlight Removal Method Based on Detection Mask
Arabian Journal for Science and Engineering|2025
21 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Saeed Asadi Bagloee
Swinburne University of Technology
2
Yang Zhou
Mental Health Services
3
Tracey Oliver
Unknown
4
Zhuxi Jiang
Beijing Institute of Technology
5
Jinghui Yuan
Oak Ridge National Laboratory
6
Chunhui Yu
Tongji University
7
Teng Zhou
South China University of Technology
8
Alireza Talebpour
University of Illinois Urbana-Champaign
9
Michael W. Levin
The University of Texas at Austin
10
Mehdi Keyvan‐Ekbatani
University of Canterbury

Emerging Leaders Papers

1
Adaptive Spatiotemporal Transformer Graph Network for Traffic Flow Forecasting by IoT Loop Detectors
IEEE Internet of Things Journal|2022
68 cit.
2
Modeling driver’s evasive behavior during safety–critical lane changes: Two-dimensional time-to-collision and deep reinforcement learning
Accident Analysis & Prevention|2023
60 cit.
3
A stabilized virtual coupling scheme for a train set with heterogeneous braking dynamics capability
Transportation Research Part C Emerging Technologies|2022
59 cit.
4
Impact of automated vehicles on traffic assignment, mode split, and parking behavior
Transportation Research Part D Transport and Environment|2022
57 cit.
5
Energy and mobility impacts of connected autonomous vehicles with co-optimization of speed and powertrain on mixed vehicle platoons
Transportation Research Part C Emerging Technologies|2022
53 cit.
6
Spatial dynamic graph convolutional network for traffic flow forecasting
Applied Intelligence|2022
49 cit.
7
Using closed-circuit television cameras to analyze traffic safety at intersections based on vehicle key points detection
Accident Analysis & Prevention|2022
38 cit.
8
Regional route guidance with realistic compliance patterns: Application of deep reinforcement learning and MPC
Transportation Research Part C Emerging Technologies|2023
36 cit.
9
Dynamic spatial aware graph transformer for spatiotemporal traffic flow forecasting
Knowledge-Based Systems|2024
36 cit.
10
Optimal policy for integrating Autonomous Vehicles into the auto market
Transportation Research Part C Emerging Technologies|2022
34 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Dirk Helbing
ETH Zurich
2
Michael Schreckenberg
Baxter (Germany)
3
Markos Papageorgiou
University of Crete
4
Nikolas Geroliminis
Hyundai Mobis (South Korea)
5
Péter Molnár
University of Stuttgart
6
Fei–Yue Wang
Macau University of Science and Technology
7
Hani S. Mahmassani
Northwestern University
8
Yinhai Wang
University of Washington
9
Serge Hoogendoorn
Delft University of Technology
10
Li Li
Tsinghua University

Current Senior Leaders Papers

1
Social force model for pedestrian dynamics
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics|1995
6.8k cit.
2
Simulating dynamical features of escape panic
Nature|2000
4.9k cit.
3
Congested traffic states in empirical observations and microscopic simulations
Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics|2000
4.6k cit.
4
A cellular automaton model for freeway traffic
Journal de Physique I|1992
3.8k cit.
5
Traffic and related self-driven many-particle systems
Reviews of Modern Physics|2001
3.3k cit.
6
Traffic Flow Prediction With Big Data: A Deep Learning Approach
IEEE Transactions on Intelligent Transportation Systems|2014
3k cit.
7
Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions
Transportation Science|2005
1.5k cit.
8
Using LSTM and GRU neural network methods for traffic flow prediction
Unknown Journal|2016
1.4k cit.
9
Influence of connected and autonomous vehicles on traffic flow stability and throughput
Transportation Research Part C Emerging Technologies|2016
1.4k cit.
10
The Hidden Geometry of Complex, Network-Driven Contagion Phenomena
Science|2013
1.3k cit.

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