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• EMVLight: A Decentralized Reinforcement Learning Framework for Efficient Passage of Emergency Vehicles

  Haoran Su, Yaofeng Desmond Zhong, Biswadip Dey, Amit Chakraborty

  4593-4601

  2022-06-28

• Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning

  Chengkai Han, Jingyuan Wang, Yongyao Wang, Xie Yu, Hao Lin, Chao Li, Junjie Wu

  11763-11771

  2025-04-11

• Self-Aware Traffic Route Planning

  David Wilkie, Jur van den Berg, Ming Lin, Dinesh Manocha

  1521-1527

  2011-08-04

• Community-Aware Multi-Task Transportation Demand Prediction

  Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou, Hui Xiong

  320-327

  2021-05-18

• Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation

  Hengrui Zhang, Youfang Lin, Shuo Shen, Sheng Han, Kai Lv

  21770-21778

  2024-03-24

• Efficient Delivery Policy to Minimize User Traffic Consumption in Guaranteed Advertising

  Jia Zhang, Zheng Wang, Qian Li, Jialin Zhang, Yanyan Lan, Qiang Li, Xiaoming Sun

  2017-02-10

• Dynamic Spatial-Temporal Graph Convolutional Neural Networks for Traffic Forecasting

  Zulong Diao, Xin Wang, Dafang Zhang, Yingru Liu, Kun Xie, Shaoyao He

  890-897

  2019-07-17

• Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach

  Qingxiang Liu, Sheng Sun, Yuxuan Liang, Min Liu, Jingjing Xue

  12192-12200

  2025-04-11

• Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation

  Chao Song, Zheng Ren, Li Lu

  12550-12558

  2025-04-11

• Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network

  Xiyue Zhang, Chao Huang, Yong Xu, Lianghao Xia, Peng Dai, Liefeng Bo, Junbo Zhang, Yu Zheng

  15008-15015

  2021-05-18

• CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding

  Yaoyuan Liang, Xiao Liang, Yansong Tang, Zhao Yang, Ziran Li, Jingang Wang, Wenbo Ding, Shao-Lun Huang

  3324-3332

  2024-03-24

• Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph

  Yaolin Zheng, Hongbo Huang, Xiuying Wang, Xiaoxu Yan, Longfei Xu

  7579-7587

  2024-03-24

• SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss

  Konstantin Klemmer, Tianlin Xu, Beatrice Acciaio, Daniel B. Neill

  4523-4531

  2022-06-28

• MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification

  Xu-Yang Chen, Lu Han, De-Chuan Zhan, Han-Jia Ye

  15922-15929

  2025-04-11

• Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract)

  Guangyu Meng, Qisheng Jiang, Kaiqun Fu, Beiyu Lin, Chang-Tien Lu, Zhiqian Chen

  13015-13016

  2022-06-28

• Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

  Huaxiu Yao, Fei Wu, Jintao Ke, Xianfeng Tang, Yitian Jia, Siyu Lu, Pinghua Gong, Jieping Ye, Zhenhui Li

  2018-04-26

• ViG-RAG: Video-aware Graph Retrieval-Augmented Generation via Temporal and Semantic Hybrid Reasoning

  Zongsheng Cao, Anran Liu, Yangfan He, Jing Li, Bo Zhang, Zigan Wang

  48-56

  2026-03-14

• Traffic Scenario Logic: A Spatial-Temporal Logic for Modeling and Reasoning of Urban Traffic Scenarios

  Ruolin Wang, Yuejiao Xu, Jianmin Ji

  15195-15202

  2025-04-11

• PriorDrive: Enhancing Online HD Mapping with Unified Vector Priors

  Shuang Zeng, Xinyuan Chang, Xinran Liu, Yujian Yuan, Shiyi Liang, Zheng Pan, Mu Xu, Xing Wei

  12313-12321

  2026-03-14

• NaviFormer: A Spatio-Temporal Context-Aware Transformer for Object Navigation

  Wei Xie, Haobo Jiang, Yun Zhu, Jianjun Qian, Jin Xie

  14708-14716

  2025-04-11

• Understanding City Traffic Dynamics Utilizing Sensor and Textual Observations

  Pramod Anantharam, Krishnaprasad Thirunarayan, Surendra Marupudi, Amit Sheth, Tanvi Banerjee

  2016-03-05

• Real-Time Detection of Robotic Traffic in Online Advertising

  Anand Muralidhar, Sharad Chitlangia, Rajat Agarwal, Muneeb Ahmed

  15551-15559

  2024-07-15

• HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses Through Reasoning MLLMs

  Zheng Qin, Ruobing Zheng, Yabing Wang, Tianqi Li, Yi Yuan, Jingdong Chen, Le Wang

  24973-24981

  2026-03-14

• Multi-Stream Representation Learning for Pedestrian Trajectory Prediction

  Yuxuan Wu, Le Wang, Sanping Zhou, Jinghai Duan, Gang Hua, Wei Tang

  2875-2882

  2023-06-26

• Unlocking Dynamic Inter-Client Spatial Dependencies: A Federated Spatio-temporal Graph Learning Method for Traffic Flow Forecasting

  Feng Wang, Tianxiang Chen, Shuyue Wei, Qian Chu, Yi Zhang, Yifan Sun, Zhiming Zheng

  1123-1131

  2026-03-14