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12 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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  1. VLALight: A Vision-Language-Action Model for Traffic Signal Control

    Sep 29, 2026Pan Zhang, Siqi Lai, Kemu Dong +1Traffic Signal ControlTraffic

    The Hong Kong University of Science and Technology (Guangzhou) · Dalian University of Technology

  2. Coordinated Lane-Level Variable Speed Limits and Ramp Metering for Successive Weaving Segments Considering Merging/Diverging Risks: A Hybrid Model Predictive Control and Multi-Agent Reinforcement Learning Approach

    Sep 28, 2026Guodong Ma, Baofeng Sun, Wenyu Yang +1Standard Traffic Speed BenchmarksTraffic

    School of Transportation, Jilin University, Changchun 130022, China · School of Transportation and Logistics, Southwest Jiaotong University, Chengdu 610031, China

  3. Learning Local Heterogeneity and Cross-Region Context for Large-Scale Traffic Forecasting

    Sep 23, 2026Qi Feng, Zidong Wang, Bo Li +4Accurate Traffic ForecastingSpatio-Temporal Network

    School of Electronic and Information, Northwestern Polytechnical University, Xi’an 710129, China · Department of Computer Science, City University of Hong Kong, Hong Kong SAR, and also with Shenzhen Research Institute, City University of Hong Kong, China · School of Electronic Information (School of Artificial Intelligence), Northwest University, Xi’an, China

  4. A Systematic Evaluation of Infrastructure-Based Radar System for Highway Traffic Monitoring

    Sep 22, 2026Tianheng Zhu, Woei-chyi Chang, Alamss Riaz +2RadarTraffic

    Lyles School of Civil and Construction Engineering Purdue University, West Lafayette, IN, USA

  5. Disentangling Heterogeneous Traffic Dynamics for Multi-Step Traffic Forecasting via Adaptive Spectral Decomposition

    Sep 22, 2026Zijun Huang, Chenrui Fu, Wenhao Wang +3Accurate Traffic ForecastingTraffic

    Beijing Normal-Hong Kong Baptist University · Dalian Maritime University · National Chung Hsing University

  6. Action-Slot: Structured Action-Centric Representation Learning for Multi-Agent Atomic Activity Understanding

    Sep 21, 2026Yu-Ho Chang, Chi-Hsi Kung, Yi-Hsuan Tsai +1Object-Centric RepresentationsFine-Grained Video Understanding

    National Yang Ming Chiao Tung University · Atmanity Inc.

  7. FedeRICo: Federated Region-Influenced Coupling for Traffic Flow Prediction

    Sep 17, 2026Fermin Orozco, Man Luo, Johan WahlströmAccurate Traffic ForecastingTraffic

    University of Exeter Exeter, United Kingdom

  8. REARL: A Closed-loop Autonomous Driving Simulation Enhancement Framework with Real Traffic Data and Large Language Models

    Sep 17, 2026Xiaojun Bi, Jun Jiang, Yiwen Sun +6Autonomous DrivingTraffic

    Minzu University of China, Beijing, China · Key Laboratory of Ethnic Language Intelligent Analysis and Security Governance of MOE, Minzu University of China, Beijing, 100081, China · Peking University, Beijing, China +4

  9. Beyond Measurement Metrics: A Human-Centered Framework for Semantic Validation of Network Traffic Classification

    Sep 15, 2026Igor Cherepanov, David Sessler, Alex Ulmer +2ExplainabilityTraffic

    Fraunhofer IGD, Darmstadt, 64283, Germany. · Technische Universität Darmstadt, Darmstadt, 64289, Germany.

  10. Quantifying Spectral Differences in Vehicle Kinematics Between Production Autonomous and Human-Driven Vehicles Across Driving Scenarios

    Sep 11, 2026Peiyi Fang, Xiangyu Li, Yonglin Weng +1Dynamic Driving ScenesTraffic

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, 511453, China

  11. A Dynamic Fusion Large Language Model for Traffic Flow Prediction

    Sep 11, 2026Xue Qiu, Jianli XiaoAccurate Traffic ForecastingTraffic

    School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China

  12. CARLAverse: A Highly Modular, Distributed, and Multimodal Framework for Human-in-the-Loop Simulation

    Sep 11, 2026Patrick Rebling, Philipp Nenninger, Reiner KriestenAutonomous Driving SimulationAutonomous Driving

    Institute of Energy Efficient Mobility Karlsruhe University of Applied Sciences

  13. From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

    Sep 1, 2026Olga Tsymboi, Dmitrii Stoianov, Ramil Latypov +11Post-TrainingDialogue Benchmarks

    T-Tech

  14. Integrating Traffic Noise Emission Modelling into Variable Speed Limit Control

    Sep 1, 2026Jiawen Meng, John Pravin Arockiasamy, Alexey VinelStandard Traffic Speed BenchmarksTraffic

    Institute AIFB, Karlsruhe Institute of Technology, Germany · School of Information Technology, Halmstad University, Sweden

  15. A QUBO-Inspired Computational Framework for Airport Landside Bottleneck Diagnosis and Dynamic Dispatch Optimization

    Aug 9, 2026Wuming Lei, Xiaobin Li, Mingyan Sun +3Air Traffic ControlTraffic

    East China Jiaotong University, Nanchang, China

  16. Learning Compression Rules for Network Traffic

    Aug 5, 2026Quentin Lampin, Éloi Sainte-Beuve, Louis-Adrien Dufrène +2Network TrafficData Compression Methods

    Orange Research · 1Orange Research · Université Grenoble Alpes +1

  17. Less Traffic, Better Outcomes: Competition-Aware Request Dispatch in Real-Time Ad Exchanges

    Aug 4, 2026Jonaid Shianifar, Blaz Mramor, Fangda Zou +5AdsDemand Response

    Huawei Ireland Research Center, Dublin, Ireland · Huawei, Nanjing, China

  18. A Review of Vision-Based Vehicle Detection for UAV-Based Traffic Monitoring: Experimental Insights and Future Directions

    Aug 4, 2026Jianlin Ye, Christos KyrkouAutomotive DetectionTraffic

    The authors are with the KIOS Research and Innovation Centre of Excellence (KIOS CoE), and University of Cyprus, Nicosia, 1678, Cyprus.

  19. Extended Field of View Analysis for VideoGAN-based Trajectory Generation

    Aug 3, 2026Annajoyce Mariani, Kira Maag, Hanno GottschalkCamera TrajectoriesTraffic

    Technical University of Berlin, Berlin, Germany · Heinrich Heine University Düsseldorf, Düsseldorf, Germany

  20. Beyond Lanes: Traffic Flow Dynamics in Disordered Conditions Based on High-Resolution Trajectory Data

    Aug 1, 2026Shrey Agrawal, Gowri Asaithambi, Venkatesan Kanagaraj +3Traffic

    Indian Institute of Technology Kanpur, Kanpur, 208016, Uttar Pradesh, India · Indian Institute of Technology Tirupati, Tirupati, 517619, Andhra Pradesh, India · Technical University of Dresden, Dresden, 01062, Germany

  21. DSETA: A Dual-Stage Continual Learning Framework for Travel Time Prediction in Dynamic Traffic Environments

    Aug 1, 2026Yanming Lyu, Yue Cheng, Lingkun Li +4Accurate Traffic ForecastingTraffic

    Beijing Jiaotong University Beijing, China · Didichuxing Co. Ltd Beijing, China · Lancaster University Lancaster, United Kingdom

  22. Neural Architecture Search for Traffic Prediction: A Survey of Methods, Challenges, and Future Directions

    Jul 29, 2026Truong Giang Vu, Li Yang, Richard W. PazziAccurate Traffic ForecastingNeural Architecture Search

    Faculty of Business & IT Ontario Tech University Oshawa, Canada

  23. Eliminating Propagation Delay: Attention-Based Spatial-Temporal Fusion Graph Convolution Network for Traffic Flow Prediction

    Jul 27, 2026Jinpeng Chen, Ziyu Yu, Tao Wang +5Accurate Traffic ForecastingTemporal Graph Neural Networks

    School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, China · Key Laboratory of Trustworthy Distributed Computing and Service (Beijing University of Posts and Telecommunications), Ministry of Education, Beijing, China · Department of Automation, School of Information Science and Technology, University of Science and Technology of China, Hefei, China +3

  24. DispatchRAG: Grounding Emergency Dispatch Decisions in Real-World Protocols from Traffic Accident Video

    Jul 25, 2026Muhammad Sulthan Adhipradhana, Ehsan Javanmardi, Naren Bao +1Accident Source Term Evaluation CodeAccidents

    Graduate School of Information Science and Technology, University of Tokyo, Tokyo, Japan

  25. A Real-Time Generalized Nash Equilibrium Framework for Interaction-Aware Autonomous Driving in Mixed Traffic

    Jul 23, 2026Nouhed Naidja, Mohamed-Cherif Rahal, Steve Pechberti +3Automated VehiclesAutonomous Driving

    L2S · Institut VEDECOM, Versailles, France · Laboratoire des Signaux et Syst`emes (L2S) +1

  26. Adaptive Two-Stage Online Learning for Service-Affecting Failure Detection in Mobile Core Networks

    Jul 20, 2026J. du Toit, G. Fita, J. Salzwedel +2Mobile NetworksLearning-Augmented Algorithms

    Department of Electrical and Electronic Engineering, Stellenbosch University, South Africa · Technology Strategy Planning, Architecture & Assurance, Vodacom Group Limited, South Africa · Core Data Networks Performance Management, Vodacom Group Limited, South Africa +1

  27. A Semiparametric Framework for Stochastic Fundamental Diagram Modeling

    Jul 17, 2026Pengnan Chi, Xiaoliang Ma, Magnus Jansson +1TrafficStochastic

    KTH Royal Institute of Technology, Stockholm, Sweden · Swedish Transport Administration, Borlänge, Sweden

  28. Less Experts, Faster Decoding: Cost-Aware Speculative Decoding for Mixture-of-Experts

    Jul 14, 2026Jincheng Xie, Runheng Liu, Heyan Huang +4Speculative DecodingMixture-Of-Experts

    Department of Mathematical Sciences, Tsinghua University, Beijing, China · School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China · JDT AI Infra +2

  29. Event-RGB Adaptive Tracking for Nighttime Highway Perception

    Jul 13, 2026Haidong Wang, Hengxing Cai, Wanlei Li +2Rgb-Event Object TrackingMulti-Object Tracking

    School of Intelligent Systems Engineering, Sun Yat-sen University, Shenzhen, China · School of Intelligence Science and Engineering, Harbin Institute of Technology, Shenzhen, China

  30. ADORN: Adaptive Drift handling for Open RAN using Reinforcement Learning

    Jul 9, 2026Ashit Kumar Subudhi, Bhargav Chirumamilla, Shubham Vaishnav +5Open Radio Access NetworksRetraining

    Indian Institute of Technology Dharwad, Karnataka, India · Johns Hopkins University, USA · Stockholm University, Sweden +2

  31. Think Before You Grid-Search: Floor-First Triage for LLM Serving

    Jul 7, 2026Yihua LiuLarge Language Model ServingFloor

    Taikang Insurance Group

  32. SWIFT: A Small-World Interaction Framework for Flow-Aware Trajectory Prediction in Autonomous Driving

    Jul 3, 2026Chengyue Wang, Bin Rao, Haicheng Liao +3Accurate Traffic ForecastingTrajectory Forecasting

    State Key Laboratory of Internet of Things for Smart City, University of Macau, Macau · Department of Civil and Environmental Engineering, University of Macau, Macau

  33. Bridging Local Observation and Global Simulation in Closed-Loop Traffic Modeling

    Jun 30, 2026Ziyan Wang, Tan Xiang, Peng Chen +1Microscopic Traffic SimulationsTraffic

    The University of Hong Kong · Beihang University

  34. Long-term Traffic Simulation via Structured Autoregressive Modeling

    Jun 30, 2026Lingyu Xiao, Zexin Feng, Xintao YanMicroscopic Traffic SimulationsAutonomous Driving

    The University of Hong Kong, Pokfulam, Hong Kong

  35. From Accuracy to Visual Dependence: Auditing and Filtering Modality Collapse in Traffic VideoQA

    Jun 29, 2026Sena Korkut, María Alejandra Bravo Sarmiento, Sanghwan Kim +1Long Video Question AnsweringVisual Evidence

    Technical University of Munich, Munich, Germany · Helmholtz Zentrum München, Munich, Germany · Munich Center for Machine Learning, Munich, Germany

  36. TrafficAlign: Aligning Large Language Models for Traffic Scenario Generation

    Jun 27, 2026Zhi Tu, Liangkun Niu, Tianyi ZhangMicroscopic Traffic SimulationsScenario Generation

    Purdue University

  37. An Embedded Real-Time License Plate Recognition System for Complex Traffic Scenes

    Jun 26, 2026Anuki Pasqual, Dulan Lokugeegana, Manimohan Thiriloganathan +3Robust License Plate RecognitionAutomotive Detection

    The authors are with the Dept. of Electronic and Telecommunication Engineering, University of Moratuwa, Sri Lanka

  38. Proposal-Conditioned Latent Diffusion for Closed-Loop Traffic Scenario Generation

    Jun 25, 2026Shubham Vaijanath Phoolari, Aleyna Kara, Christoph Lauer +1Scenario GenerationDiffusion Planning

    Authors are with CARIAD SE, Germany. · Author is with the Institute of Automotive Engineering (FZD), TU Darmstadt, Germany. · Author is with the Technical University of Munich, Germany.

  39. TRACER: Training-Free Closed-Loop Structured Inference for Traffic Accident Reconstruction

    Jun 23, 2026Yanchen Guan, Chengyue Wang, Bin Rao +5AccidentsTraffic

    State Key Laboratory of Internet of Things for Smart City University of Macau Macau SAR, 999078, China

  40. Decentralized Coordination of Autonomous Traffic Through Advanced Air Mobility Corridors

    Jun 22, 2026Jasmine Jerry Aloor, Hamsa BalakrishnanAir Traffic ControlIntelligent Transportation

    Massachusetts Institute of Technology, Cambridge, MA 02139, USA

  41. Simulation-Free Estimation of Traffic Flows from Sparse Count Data

    Jun 22, 2026Davide Guastella, Gianluca BontempiTrafficSingle Trajectory

    Aix Marseille University, CNRS, LIS, Marseille, France · Université Libre de Bruxelles, Machine Learning Group, Brussels, Belgium · WEL Research Institute, Wavre, Belgium

  42. Zero-Label Driving Scenario Complexity Detection via Joint Embedding Predictive Architecture

    Jun 21, 2026Santosh JaiswalNaturalistic Driving DataJoint-Embedding Predictive Architectures

    Independent Researcher

  43. Reinforcement Learning-Based Traffic Signal Control for IoT-Enabled Intersections

    Jun 20, 2026Yousef AlSaqabiTraffic Signal ControlReinforcement Learning Control

    Department of Electrical Engineering, Kuwait University, Kuwait

  44. Do Time Series Foundation Model Benchmarks Hide Regime-Dependent Failures? Evidence from Traffic Speed Forecasting

    Jun 16, 2026Yingshuo Wang, Xian Sun, Lingdong Kong +4Time Series Foundation ModelsAccurate Traffic Forecasting

    University of California, Berkeley, CA, USA · Duke University, Durham, NC, USA · National University of Singapore, Singapore +3

  45. Continuous Cross-Domain Traffic State Prediction via Memory-Augmented Graph Liquid Time-Constant Networks

    Jun 14, 2026Jinrong Xiang, Ming XuAccurate Traffic ForecastingTraffic

    Software College, Liaoning Technical University, Huludao, Liaoning 125100, China

  46. OmniTraffic: A Controllable Generation Pipeline and Benchmark for Spatio-Temporal Traffic Reasoning

    Jun 14, 2026Maonan Wang, Zhengyan Huang, Kemou Jiang +13TrafficSpatio-Temporal Reasoning

    The Chinese University of Hong Kong, Shenzhen · Shanghai AI Lab · Beihang University +3

  47. CIWI-CKT: Chaos-Informed Wave Interference Feature Fusion and Cross-City Knowledge Transfer for Traffic Flow Forecasting

    Jun 14, 2026Abdul Joseph Fofanah, Lian Wen, David Chen +1Accurate Traffic ForecastingTraffic

    School of Information and Communication Technology, Griffith University, Brisbane, 4111, Australia · School of Information Engineering, Chang’an University, Xi’an, China

  48. A Corridor-Scale CARLA-VISSIM Co-Simulation Framework for Multi-Intersection Urban Traffic

    Jun 13, 2026Sima Ashayer, Austin Haris, Mina SartipiMicroscopic Traffic SimulationsTraffic

    The University of Tennessee at Chattanooga, Chattanooga, TN, USA

  49. Driving, Fast or Slow? Neuro-Symbolic Guidance for Motion Prediction in Multi-Modal Ground Mobility

    Jun 13, 2026Simon Kohaut, Felix Divo, Julius Hahnewald +4Human Motion PredictionTrajectory Generation

    Artificial Intelligence and Machine Learning Lab, TU Darmstadt · Honda Research Institute · Hessian Center for AI (hessian.AI) +3

  50. Performance Analysis of YOLOv11 and YOLOv8 for Mixed Traffic Object Detection under Adverse Weather Conditions in Developing Countries

    Jun 10, 2026Quoc Thuan Nguyen, Ha Anh Vu, Ngo Dang Thanh Ngan +1Yolo26Naturalistic Driving Data

    FPT University, Ho Chi Minh City, Vietnam

  51. MoE Enhanced Federated Learning for Spatiotemporal Prediction

    Jun 9, 2026Zhehao Dai, Xiao Han, Zhaolin Deng +4Spatiotemporal PredictionFederated Learning

    Zhejiang University of Technology, Zhejiang Key Laboratory of Visual Information Intelligent Processing, Hangzhou · Jilin University, Jilin · City University of Hong Kong, Hong Kong SAR China

  52. A VideoMAE-v2 Approach to Zero-Shot Traffic Accident Anticipation

    Jun 8, 2026Siyuan Li, Xiaoyang Bi, Mengshi QiAccident Source Term Evaluation CodeNaturalistic Driving Data

    State Key Laboratory of Networking and Switching Technology · Beijing University of Posts and Telecommunications

  53. From Coarse to Fine: Managing Temporal Granularity in Spatio-Temporal Data for Fine-Grained Traffic Prediction

    Jun 8, 2026Shuhao Li, Weidong Yang, Yue Cui +4Accurate Traffic ForecastingSpatiotemporal

    College of Computer Science and Artificial Intelligence, Fudan University, Shanghai 200082, China · Tongyi Lab, Alibaba Group, Cloud Valley, NO.1008 Dengcai Street, Xihu District, Hangzhou 310020, China · The Hong Kong University of Science and Technology, Hong Kong SAR 999077, China +1

  54. Uncertainty-Aware Motion Planning for Autonomous Driving in Mixed Traffic Environment

    Jun 8, 2026Ming Cheng, Hao Chen, Ziyi Yang +2Autonomous DrivingMotion Planning

    Central South University · City University of Macau

  55. Revisiting mesoscopic traffic flow simulation in SUMO: Limitations, analysis, and an alternative

    Jun 8, 2026Ying-Chuan Ni, Alina Akopian, Anastasios Kouvelas +1Microscopic Traffic SimulationsTraffic

    Traffic Engineering Group, Institute for Transport Planning and Systems, ETH Zurich, Stefano-Franscini-Platz 5, Zürich, 8093, Switzerland

  56. TrafficRAG: A Multimodal RAG Framework for Traffic Accident Liability Determination

    Jun 1, 2026Xu Li, Zedong Fu, Xinyi Li +1AccidentsTraffic

    Southwest Petroleum University, China · Sichuan Police College, China

  57. The Harsh Truth: Segment-Level Analysis of Harsh Driving Events in Milan Using Large-Scale Telematics, Street Networks, and Google Street View

    May 29, 2026Andrea La Grotteria, Paolo Santi, Titus Venverloo +2TrafficUrban Environments

    Senseable City Lab, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, 02139, MA, USA · Consiglio Nazionale delle Ricerche, Via G. Moruzzi 1, Pisa, 56124, Italy · AMS Institute, Gebouw 027W, Kattenburgerstraat 5, Amsterdam, 1018, Netherlands +1

  58. SCOPE: A Lightweight-training LLM Framework for Air Traffic Control Readback Monitoring

    May 28, 2026Qihan Deng, Minghua Zhang, Yang Yang +1Air Traffic ControlPilot

    Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, 999077, Hong Kong · School of Electronic and Information Engineering, Beihang University, Beijing, 100191, China · State Key Laboratory of CNS/ATM, Beijing, 100191, China

  59. Intelligent Detection and Mitigation of Carpet-Bombing DDoS Attacks in SDN Using Retrieval-Augmented Generation and Large Language Models

    May 25, 2026Mohammed N. Swileh, Shengli Zhang, Kai LeiDistributed Denial-Of-ServiceOptical Networks

    College of Electronics and Information Engineering, Shenzhen University, Shenzhen, 518060, China · ICNLab, Shenzhen Graduate School, Peking University, Shenzhen, People’s Republic of China

  60. Selecting New Measurement Locations to Diversify Traffic-Pattern Coverage: A Real-World Evaluation for Total Traffic Volume Estimation

    May 25, 2026Masaaki Inoue, Akifumi Okuno, Shintaro FukushimaAccurate Traffic ForecastingTraffic

    1TOYOTA Motor Corporation · Institute of Statistical Mathematics · 3The Graduate University for Advanced Studies, SOKENDAI +1