Workshop Agenda

- Dr. Cynthia Chen and Dr. Ryan Wang

- Dr. Daan Liang (NSF Program Director)

- Dr. Bart Nijssen (Chair of UW-CEE)

9:00 am - 9:30 am

9:30 am - 9:50 am

- Dr. Yueyue Fan (UC-Davis): "Where does domain expertise stand in transportation AI research?" (Recording) (Slides)

- Dr. Steve Brunton (UW, NSF AI Institute Director) (Recording)

Presentations -

Data Related

(15 min each)

• Dr. Cynthia Chen (UW): "Biases in the big data and what we can do to unleash its potential" (Recording) (Slides)
• Dr. Xilei Zhao (UF): "Enhancing Travel Behavior Analysis with Generative AI: Integrating Survey and Location Data" (Recording) (Slides)
• Dr. Prateek Bansal (NUS): "Harnessing Household Travel Survey with Passively Collected Mobility Data" (Recording) (Slides)

Presentations -

Modeling and Demand Forecasting

(15 min each)

• Dr. Carolina Osorio (Google Research, HEC Montréal): "Combining physics-informed machine learning with transportation science methods to tackle large-scale urban mobility problems" (Recording) (Slides)
• Dr. Sean Qian (CMU): "Data-friendly network modeling through computational graphs: learning, prediction, and decision making" (Recording) (Slides)
• Dr. Yan Liu (USC): "A New Era Dawns: AI for New Generation Transportation System" (Recording) (Slides)

Presentations -

Innovations: New Technologies

(15 min each)

• Dr. Yafeng Yin (UMich): "LLM-Agent-Based Simulation for Travel Demand Forecasting" (Recording) (Slides)
• Dr. Takahiro Yabe (NYU): "Resilience of urban socioeconomic networks to behavioral changes" (Recording) (Slides)

• Session 1: Data Related (Moderator: Dr. Takahiro Yabe)
• Session 2: Revolutionizing the field of demand forecasting (Moderator: Dr. Yueyue Fan)
• Session 3: New opportunities (Moderator: Dr. Ryan Wang)
(Recording)