Beiyu Lin (Computer Science) co-authored an article, "Early Forecasting of the Impact of Traffic Accidents Using a Single Shot Observation," which has been accepted to SIAM International Conference on Data Mining 2022 (acceptance rate of about 27.8%). The paper was co-authored with Guangyu Meng (University of Notre Dame), Qisheng Jiang (Shanghai Tech University), Kaiqun Fu (South Dakota State University), Chang-Tien Lu (Virginia Tech), and Zhqian Chen (Mississippi State University). Meng and Jiang are graduate students.