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🚗 Call for Papers — #COMMTR Special Issue
"Foundation Models for Intelligent Control in Autonomous Driving Traffic Systems"

COMMTR welcomes submissions exploring how #LLMs, #VLMs, and #multimodalfoundationmodels are advancing autonomous driving and intelligent traffic systems. 🤖
December 8, 2025 at 7:42 AM
commtr-jicv.bsky.social
#COMMTR: New study shows how disruptions impact urban transit accessibility! Actual vs. scheduled data reveal big differences. Big data can help improve equity.
Link: doi.org/10.1016/j.co... 🚇🌍
#PublicTransport #BigData @Tsinghua_Uni @Unibo @HeidelbergU
June 3, 2025 at 6:55 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Deep learning for vehicle ReID in urban traffic monitoring with visual and temporal information
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 12, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 We’ve officially joined Bluesky!
Starting today, #JICV and #COMMTR journals are now on Bluesky! 🎉
👍Follow us as we share cutting-edge research in #autonomousvehicles, #transportation , and AI technologies.
Let’s connect and discuss the latest breakthroughs in smart transportation and mobility!
March 14, 2025 at 8:38 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Toward zero-forget continual learning for interactive trajectory prediction: A dynamically expandable approach
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 27, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
A federated meta-learning approach for interpretable, privacy-preserving, and customizable behavior analysis
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 26, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Cross-temporal framework for driving behavior impact on electric vehicle battery health
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 25, 2026 at 1:31 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
KEPT: Knowledge-enhanced prediction of trajectories from consecutive driving frames with vision-language models
🔗DOI: doi.org/10.26599/COM...
#TFSF #VLM #CoT

@Tsinghua_Uni
August 24, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Joint longitudinal-lateral trajectory planning for CAVs in mixed traffic at signalized intersections
🔗DOI: doi.org/10.26599/COM...
#MLCs #CAVs #MARL

@Tsinghua_Uni
August 21, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
LatenAux: Toward latency-aware trajectory prediction for autonomous driving via consolidated auxiliary learning
🔗DOI: doi.org/10.26599/COM...
#trajectory #prediction #latency

@Tsinghua_Uni
August 20, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
VLMPed-CoT: A large vision-language model with a chain-of-thought mechanism for pedestrian crossing intention prediction
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 19, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
TrafficPerceiver: A multimodal large language model with reinforcement learning for unified challenging traffic scene perception
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 14, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Scenario-based testing platform for urban air mobility traffic management systems
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 13, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
LLM-PDM: An LLM Persona-Driven Method for replicating personal mobility preferences at scale
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 11, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Review of volume-delay functions integrating traditional models and emerging AI technologies
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 7, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Data-driven decarbonization in the maritime industry: An integrative analytical review
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 6, 2026 at 1:30 AM
commtr-jicv.bsky.social
🚗 Amazing Work from Communications in Transportation Research (#COMMTR)
📄Title:
Scalable and interoperable C-V2X framework for real-time intelligent decision support in autonomous mobility
🔗DOI: doi.org/10.26599/COM...

@Tsinghua_Uni
August 3, 2026 at 1:30 AM
commtr-jicv.bsky.social
🗓️ Key Dates:
• Submission Deadline: #1June 2026
• Publication Date: #28August 2026
• Submit via: mc03.manuscriptcentral.com/commtr

🌐 We welcome high-quality contributions that advance the scientific foundations of foundation-model-driven autonomy and traffic intelligence. 🚦🤝
mc03.manuscriptcentral.com
December 8, 2025 at 7:43 AM
commtr-jicv.bsky.social
#COMMTR online: 🚗✨ A study by The University of Queensland redefines how we measure driver capability through desired time headway, showing it varies with speed and environment. Connected tech boosts safety!
🔗 👉 : doi.org/10.1016/j.co...
#TrafficSafety #SmartDriving
Fig. 1. Determinant of driver capability.
May 29, 2025 at 6:32 AM
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#COMMTR online: 🚀 Researchers from #HKUST and Imperial College London have developed a new method using #deepreinforcement learning to design fuel- and noise-minimal aircraft departure trajectories, considering aircraft dynamics and topography constraints!
🌍✈️ more: doi.org/10.1016/j.co...
@scopus
May 28, 2025 at 6:55 AM
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#COMMTR online: New research from Carnegie Mellon University and Morgan State University uses #federated learning to boost cybersecurity and privacy in cooperative driving automation. 🚗
💡 Check out: doi.org/10.1016/j.co... #AutonomousVehicles #FederatedLearning
Fig. 1. Comparison of (a) the conventional learning method (this method achieves centralized learning by uploading the data that may be sensitive and thus will harm privacy) and (b) our proposed federated learning method (this method achieves federated learning by uploading the model parameter instead of initial data and thus improves security and protects privacy.).
May 27, 2025 at 6:55 AM
commtr-jicv.bsky.social
#COMMTR online: Exciting new research on making traffic forecasting models more interpretable! 🚗
Rushan Wang, Yanan Xin, and their team developed a framework using counterfactual explanations to enhance #DLmodels.
👉 Check it out: buff.ly/1YI3ygG
#AI #TrafficPrediction
Fig. 1. Architecture of the deep learning model used in this study for traffic forecasting.
May 26, 2025 at 6:40 AM
commtr-jicv.bsky.social
Recently published online! Ingrating spatial-temporal risk maps with candidate trajectory trees for explainable autonomous driving planning ✍️Authors: Zhiheng Li , Shen Li , Li Li et al
👉 more doi.org/10.1016/j.co... #transportation #Trajectory planning #commtr
March 19, 2025 at 6:55 AM