Data is the fuel of Artificial Intelligence. Due to the high demand of high-quality data, recent years have witnessed a growing data marketplace where all kinds of platforms provide data services. A central question in this data marketplace is how to evaluate the data provided by an agent.

My talk at Peking University and Shanghai University of Finance and Economics. 3/2024. "Truthful Dataset Valuation by Pointwise Mutual Information". [slides]

Human-generated data is playing an important rule in AI and e-commerce. Information elicitation aims to gather truthful information from self-interested agents and information aggregation refers to the problem of aggregating human-generated information into a more accurate prediction. 

My talk at Yaoclass Seminar. 12/2023. [slides]

My talk at Renmin University of China. 12/23. [slides]

Living in the Information Age, the information they access heavily influences human behaviors and decisions. Bayesian persuasion studies the design of information disclosure mechanisms aiming to incentivize desired agent behavior.