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Chacha Chen
Chacha Chen
Verified email at uchicago.edu - Homepage
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Colight: Learning network-level cooperation for traffic signal control
H Wei, N Xu, H Zhang, G Zheng, X Zang, C Chen, W Zhang, Y Zhu, K Xu, ...
Proceedings of the 28th ACM international conference on information and …, 2019
3072019
Toward a thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control
C Chen, H Wei, N Xu, G Zheng, M Yang, Y Xiong, K Xu, Z Li
Proceedings of the AAAI conference on artificial intelligence 34 (04), 3414-3421, 2020
2812020
Presslight: Learning max pressure control to coordinate traffic signals in arterial network
H Wei, C Chen, G Zheng, K Wu, V Gayah, K Xu, Z Li
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
2712019
Towards a science of human-ai decision making: a survey of empirical studies
V Lai, C Chen, QV Liao, A Smith-Renner, C Tan
arXiv preprint arXiv:2112.11471, 2021
1302021
Towards a science of human-ai decision making: An overview of design space in empirical human-subject studies
V Lai, C Chen, A Smith-Renner, QV Liao, C Tan
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023
252023
UNITE: Uncertainty-based health risk prediction leveraging multi-sourced data
C Chen, J Liang, F Ma, L Glass, J Sun, C Xiao
Proceedings of the Web Conference 2021, 217-226, 2021
212021
Machine Explanations and Human Understanding
C Chen, S Feng, A Sharma, C Tan
arXiv preprint arXiv:2202.04092, 2022
172022
Learning to Simulate on Sparse Trajectory Data
H Wei, C Chen, C Liu, G Zheng, Z Li
In Proceedings of European Conference on Machine Learning and Principles and …, 0
15*
Selective explanations: Leveraging human input to align explainable AI
V Lai, Y Zhang, C Chen, QV Liao, C Tan
arXiv preprint arXiv:2301.09656, 2023
102023
Rebuilding city-wide traffic origin destination from road speed data
G Zheng, C Liu, H Wei, C Chen, Z Li
2021 IEEE 37th International Conference on Data Engineering (ICDE), 301-312, 2021
82021
What Makes A Good Reference Manager? A Quantitative Analysis of Bibliography Management Applications
T Cai, C Chen, TH Huang, FE Ritter
Proceedings of the Asian CHI Symposium 2021, 64-69, 2021
72021
Deep reinforcement learning for traffic signal control along arterials
H Wei, C Chen, K Wu, G Zheng, Z Yu, V Gayah, Z Li
Proceedings of the 2019, DRL4KDD 19, 2019
52019
Learning to rank visual stories from human ranking data
CY Hsu, YW Chu, V Chen, KC Lo, C Chen, TH Huang, LW Ku
Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022
42022
Presslight: Learning max pressure control for signalized intersections in arterial network
H Wei, C Chen, G Zheng, K Wu, K Xu, V Gayah, Z Li
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
42019
Contextual dynamic prompting for response generation in task-oriented dialog systems
S Swamy, N Tabari, C Chen, R Gangadharaiah
arXiv preprint arXiv:2301.13268, 2023
32023
Are Learners Satisfied with Their MOOC Experiences? Assessing and Improving Online Learners’ Interactions
J Wang, H Shen, C Chen, F Ritter
Proceedings of the Asian CHI Symposium 2021, 215-220, 2021
32021
Physics-informed generative adversarial networks for sequence generation with limited data
C Chen, G Zheng, H Wei, Z Li
NeurIPS Workshop on Interpretable Inductive Biases and Physically Structured …, 2020
32020
Knowledge-based Residual Learning.
G Zheng, C Liu, H Wei, P Jenkins, C Chen, T Wen, Z Li
IJCAI, 1653-1659, 2021
22021
Learning Human-Compatible Representations for Case-Based Decision Support
H Liu, Y Tian, C Chen, S Feng, Y Chen, C Tan
arXiv preprint arXiv:2303.04809, 2023
12023
Using a neural network – Physics-based hybrid model to predict soil reaction fronts
T Wen, C Chen, G Zheng, J Bandstra, SL Brantley
Computers & Geosciences 167, 105200, 2022
12022
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Articles 1–20