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 | 392 | 2019 |
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 | 372 | 2020 |
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 | 365 | 2019 |
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 | 277* | 2023 |
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 | 34 | 2023 |
Machine Explanations and Human Understanding C Chen, S Feng, A Sharma, C Tan Transactions on Machine Learning Research, 2022 | 33* | 2022 |
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 | 24 | 2021 |
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 | 20* | |
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 | 13 | 2021 |
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 | 9 | 2021 |
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 | 9 | 2019 |
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 | 8 | 2023 |
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 | 8 | 2022 |
Pragmatic radiology report generation D Nguyen, C Chen, H He, C Tan Machine Learning for Health (ML4H), 385-402, 2023 | 6 | 2023 |
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 | 6 | 2021 |
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 | 4 | 2023 |
Knowledge-based Residual Learning. G Zheng, C Liu, H Wei, P Jenkins, C Chen, T Wen, Z Li IJCAI, 1653-1659, 2021 | 4 | 2021 |
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 | 4 | 2020 |
OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning J Ma, V Lai, Y Zhang, C Chen, P Hamilton, D Ljubenkov, H Lakkaraju, ... arXiv preprint arXiv:2403.05565, 2024 | 3 | 2024 |
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 | 3 | 2022 |