Talks and Presentations

A selection of invited lectures and conference presentations.

2026
  • Discovering Urban Mobility Patterns from Human Behavior to City-Scale Dynamics with Interpretable AI: Interpretable pattern discovery across mobility scales

  • Modeling Human Driving as a Dynamic Interaction Process: Uncertainty-Aware Learning from Naturalistic Driving Data

  • From Micro Interactions to Traffic Flow: Stochastic Driver Models for Realistic Traffic Simulation

2025
  • From Micro Interactions to Traffic Flow: Stochastic Driver Models for Realistic Traffic Simulation

  • Stochastic Modeling and Simulations of Car-Following Behaviors

    slides web

2024
  • Bayesian Calibration of Car-Following Models

  • Bayesian Calibration of Car-Following Models

  • Calibrating Car-Following Models via Bayesian Dynamic Regression

    slides

ISTTT25 ISTTT25
2023
  • Bayesian Calibration of the Intelligent Driver Model

    flyer recording

  • Bayesian Calibration of the Intelligent Driver Model

TRB 2023
Earlier
  • A General Framework of Learning Multi-Vehicle Interaction Patterns from Video

  • An Efficient Parking Solution: A Cam-Linkage Double-Parallelogram Mechanism Based 1-DOF Stack Parking System

    slides

ITSC 2019 CMU 2018

Where I've been

Locations of in-person talks (online-only seminars are listed above but not mapped).

Invited Conference Workshop

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