To attend the workshop, here is the Zoom Workshop Link (for Aug 15, 2022):
Morning Sessions
Session Chairs: Yanjie Fu & Chuishi Meng
09:00-09:10AM (UTC-4) Opening and Welcome
09:10-10:00AM (UTC-4) Keynote #1: Zhiwei (Tony) Qin, Title: Reinforcement Learning for Ridesharing: ​An Overview
10:10-11:20AM (UTC-4)
Session 1: Five Paper Presentations

  • Estimation and Prediction of Road Free Flow Speed with More Efficient DNN Map Matching Results [PDF]
    Shunlei Ning, Yuqin Jiang, Naiqiang Tan, Heng Liu, Jingbo Han, Hua Chai, Songjian Zhang, Shui Liu, Bo Zhang and Jun Fang(Didi chuxing)

  • Uncertainty Quantification of Car-following Behaviors: Physics-Informed Generative Adversarial Networks [PDF]
    Zhaobin Mo and Xuan Di (Columbia University)

  • Knowledge-aware Few Shot Learning for Urban Event Detection from Short Texts (Short) [PDF]
    Zhihang Li (Huazhong Agricultural University), Jinjin Guo (JD Intelligent Cities Research) and Zhichao Huang(JD Intelligent Cities Research)

  • Text Mining and Spatial Analysis of Yelp Data to Support Socially Vibrant Cities [PDF]
    Alexander Bendeck and Clio Andris (Georgia Institute of Technology)

  • Deep AutoEncoder-based Framework for Natural Gas Leak Prediction using Multivariate Outlier Detection (Short) [PDF]
    Khongorzul Dashdondov, Mi-Hye Kim and Kyuri Jo (Chungbuk National University)

  • Lunch Break
    Afternoon Sessions
    Session Chairs: Yanjie Fu & YanHua Li
    13:30-14:20PM (UTC-4) Keynote #2: Cheng Long, Title: Pre-Processing and Querying Big Trajectory Data with Reinforcement Learning
    14:30-15:40PM (UTC-4)
    Session 2: Four Paper Presentations

  • Reproducibility and Progress in Estimating Time of Arrival, or Can Simple Methods Outperform Deep Learning Ones? [PDF]
    Rami Al-Naim, Petr Chunaev and Klavdiya Bochenina (ITMO University)

  • Neuroevolution for transportation applications [PDF]
    Toan Tran and Mina Sartipi (University of Tennessee at Chattanooga)

  • Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction (Short) [PDF]
    Mahan Tabatabaie, James Maniscalco, Connor Lynch and Suining He (University of Connecticut)

  • Anomaly detection in surveillance videos using transformer based attention model (Short) [PDF]
    Kapil Deshpande(IIIT-Allahabad), Narinder Singh Punn(IIIT-Allahabad), Sanjay Kumar Sonbhadra (Shiksha ‘O’ Anusandhan) and Sonali Agarwal (IIIT-Allahabad)

  • 15:50-16:00PM (UTC-4) Award and Closing