The Chair of Transportation Systems Engineering (TSE) participated in 105th TRB Annual Meeting, which is held January 11 - 15, 2026 at the Walter E. Washington Convention Center and Marriott Marquis in Washington, D.C.. On 12th Jan., Ningkang Yang and Tao Guo have presented their works during the poster session. The presented works are:

• Vertical Federated Learning for Transport Mode Detection using Multi-Modality Data. (Ningkang Yang, Ramadeep Singh, Oleksandr Shtykalo, Iuliia Yamnenko, Constantinos Antoniou)
• Underscore the closebox within intersections: Trajectory reconstruction using dual-axis mamba2-attention (DAMA) network. (Tao Guo, Kevin Yu, Panagiotis Angeloudis, Constantinos Antoniou) 

The works presented attracted wide interest and intensive discussion from the audience. Posters of the works are attached below for reference.