Chacha Chen陈诧姹PhD student Chicago Human+AI lab Department of Computer Science University of Chicago Email: chacha@uchicago.edu |
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I am a PhD student in Computer Science at UChicago, advised by Chenhao Tan.
My research interests focus on human-centered AI, at the intersection of machine learning, computational social science, and human-computer interaction.
The University of Chicago        PhD in Computer Science,   Aug. 2021 to current        Advisor: Chenhao Tan |
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The Pennsylvania State University        Master in Informatics,   Aug. 2019 to Dec. 2020        Advisor: Ting-Hao (Kenneth) Huang and Zhenhui (Jessie) Li |
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Shanghai Jiao Tong University        B.S in Computer Science,   Sep. 2015 to Jun. 2019        Advisor: Weinan Zhang and Zhenhui (Jessie) Li |
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Machine Explanations and Human Understanding |
Towards a Science of Human-AI Decision Making: A Survey of Empirical Studies |
UNITE: Uncertainty-based Health Risk Prediction Leveraging Multi-sourced Data |
Rebuilding City-Wide Traffic from Multi-Source Data. |
ImIn-GAIL: Learning to Simulate with Imitation-Interpolation on Sparse Trajectory Data |
Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control |
CoLight: Learning Network-level Cooperation for Traffic Signal Control |
PressLight: Learning Max Pressure Control to Coordinate Traffic Signals in Arterial Network |
What Makes A Good Reference Manager? A Quantitative Analysis of Bibliography Management Applications. |
Physics-informed Generative Adversarial Networks |
Joint Event Multi-task Learning for Slot Filling in Noisy Text |
IQVIA, Analytics Center of Excellence, Boston, MA, US        Machine Learning Research Intern,   Summer 2020        Mentors: Cao (Danica) Xiao (IQVIA), Prof. Fenglong Ma (PSU), and Prof. Jimeng Sun (UIUC) |
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CityBrain Lab, Tiangrang Inc, Hangzhou, China        Machine Learning Research Intern,   Aug. 2018 to Aug 2019        Mentor: Zhenhui (Jessie) Li |
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2020 Fall | Teaching Assistant | IST 261 (Java Course): Application Development Design Studio I |