Data-Driven Decision Making for Real-World Scenarios
Talk, Didi Tech Salon, Beijing China
Data-Driven Decision Making for Real-World Scenarios. Invited guest talk at Didi Tech Salon. August 2022, Beijing China.
Talks and presentations
See a map of all the places I've given a talk!
Data-Driven Decision Making for Real-World Scenarios
Talk, Haomo AI Day, Beijing China
Data-Driven Decision Making for Real-World Scenarios. Invited talk at Haomo AI Day. April 2022, Beijing China.
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning
Talk, Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), Online
DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning.. Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022). February 2022.
Podcast Interview at TalkRL
Talk, TalkRL: The Reinforcement Learning Podcast, online
Podcast interview at “ TalkRL: The Reinforcement Learning Podcast” with Robin Ranjit Singh Chauhan. Covering DeepThermal for controlling thermal power plants, the MORE algorithm for Model-based Offline RL, comparing AI in China and the US, and more!
Offline RL and Its Potential Applications in Healthcare Decision Making
Talk, DeeCamp 2021, online
Offline RL and Its Potential Applications in Healthcare Decision Making. Guest lecture at DeeCamp 2021. June 2021, online.
Network-Wide Traffic State Inference Using Emerging Urban Data Sources
Talk, University of Central Florida, online
Network-Wide Traffic State Inference Using Emerging Urban Data Sources. Guest lecture at University of Central Florida. March 2021, online.
Application of Deep Reinforcement Learning in Control Optimization of Thermal Power Plants
Talk, IEEE Services - Industry Symposium, Online
Application of Deep Reinforcement Learning in Control Optimization of Thermal Power Plants. IEEE Services - Industry Symposium. October 2020.
Urban Computing: Building Intelligent Cities with Big Data and AI
Talk, Tsinghua University, Beijing, China
Urban Computing: Building Intelligent Cities with Big Data and AI. Invited talk at Tsinghua University. November 2019, Beijing, China.
Data-driven Methods in Urban Applications: New Problems, New Directions and New Approaches
Talk, Tsinghua University, Beijing, China
Data-driven Methods in Urban Applications: New Problems, New Directions and New Approaches. Invited talk at Tsinghua University. December 2018, Beijing, China.
Spatio-Temporal Deep Learning in Intelligent Cities
Talk, Smart Cities and Urban Computing Forum, China National Computer Congress (CNCC 2018), Hangzhou, China
Spatio-Temporal Deep Learning in Intelligent Cities. Smart Cities and Urban Computing Forum, China National Computer Congress (CNCC 2018). October 2018, Hangzhou.
Data-driven Optimization Models for Logistics in Urban Applications
Talk, 3rd Workshop on Applications of the Mathematical Modeling in Enterprises, University of Chinese Academy of Sciences, Beijing, China
Data-driven Optimization Models for Logistics in Urban Applications. 3rd Workshop on Applications of the Mathematical Modeling in Enterprises. July 2018, University of Chinese Academy of Sciences, Beijing.
Data-driven Methods in Urban Transportation Applications
Talk, Tsinghua University, Beijing, China
Data-driven Methods in Urban Transportation Applications. Invited talk at Tsinghua University. September 2017, Beijing, China.
Traffic State Estimation for Arterial Networks Using License-plate Recognition Data
Talk, INFORMS 2016, Nashville, US
Traffic State Estimation for Arterial Networks Using License-plate Recognition Data. INFORMS 2016. November 2016, Nashville.
A Vertex Split-Recovery Model for Congestion Evolution Process on Road Networks
Talk, INFORMS 2016, Nashville, US
A Vertex Split-Recovery Model for Congestion Evolution Process on Road Networks. INFORMS 2016. November 2016, Nashville.
A Node Splitting-Recovery Model for Congestion Evolution Process on Road Networks
Talk, Resilience Week 2016, Chicago, Illinois
A Node Split-Recovery Model for Congestion Evolution Process on Road Networks. Resilience Week 2016. August 2016, Chicago.
A Node Splitting-Recovery Model for Congestion Evolution Process on Road Networks
Talk, 4th International Symposium on Water, Feedbacks, and Complexity, Purdue University, West Lafayette, Indiana
A Node Splitting-Recovery Model for Congestion Evolution Process on Road Networks. 4th International Symposium on Water, Feedbacks, and Complexity. March 2016, Purdue University.
A Bayesian Mixture Model for Short-term Average Link Travel Time Estimation Using Large-scale Limited Information Trip-based Data
Talk, INFORMS 2015, Philadelphia, US
A Bayesian Mixture Model for Short-term Average Link Travel Time Estimation Using Large-scale Limited Information Trip-based Data. INFORMS 2015, November 2015, Philadelphia
A Graph-based Approach to Measure the Efficiency of Urban Taxi Service System
Talk, INFORMS 2015, Philadelphia, US
A Graph-based Approach to Measure the Efficiency of Urban Taxi Service System. INFORMS 2015, November 2015, Philadelphia
Measuring the Efficiency of Urban Taxi Service System
Talk, KDD 2014 International Workshop on Urban Computing, New York, US
Measuring the Efficiency of Urban Taxi Service System. KDD 2014 International Workshop on Urban Computing, August 2014, New York. More information here
Urban Link Travel Time Estimation Using Large-scale Taxi Data with Partial Information
Talk, MPE 2013+ Workshop on Sustainable Human Environments, Rutgers University, New Brunswick, New Jersey
Urban Link Travel Time Estimation Using Large-scale Taxi Data with Partial Information. MPE 2013+ Workshop on Sustainable Human Environments. April 2014, Rutgers University.
Multiclass Dynamic User Equilibrium with a Path Based Cell Transmission Model for General Traffic Networks
Talk, INFORMS 2013, Minneapolis, Minnesota
Multiclass Dynamic User Equilibrium with a Path Based Cell Transmission Model for General Traffic Networks. INFORMS 2013, October 2013, Minneapolis.
Real Time Link Travel Time Estimation Using License-plate Recognition Data
Talk, INFORMS 2013, Minneapolis, Minnesota
Real Time Link Travel Time Estimation Using License-plate Recognition Data. INFORMS 2013, October 2013, Minneapolis.