DCL-AIM: Decentralized coordination learning of autonomous intersection management for connected and automated vehicles Y Wu, H Chen, F Zhu Transportation Research Part C: Emerging Technologies 103, 246-260, 2019 | 143 | 2019 |
Using Twitter to Predict When Vulnerabilities will be Exploited H Chen, R Liu, N Park, VS Subrahmanian Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 63 | 2019 |
FakeTables: Using GANs to Generate Functional Dependency Preserving Tables with Bounded Real Data H Chen, S Jajodia, J Liu, N Park, V Sokolov, VS Subrahmanian IJCAI 2019, 2019 | 45 | 2019 |
VEST: A System for Vulnerability Exploit Scoring & Timing H Chen, J Liu, R Liu, N Park, VS Subrahmanian IJCAI 2019, 2019 | 32 | 2019 |
Workload factoring and resource sharing via joint vertical and horizontal cloud federation networks H Chen, B An, D Niyato, YC Soh, C Miao IEEE Journal on Selected Areas in Communications 35 (3), 557-570, 2017 | 32 | 2017 |
Dyetc: Dynamic electronic toll collection for traffic congestion alleviation H Chen, B An, G Sharon, J Hanna, P Stone, C Miao, Y Soh Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 31 | 2018 |
InBEDE: Integrating Contextual Bandit with TD Learning for Joint Pricing and Dispatch of Ride-Hailing Platforms H Chen, Y Jiao, ZT Qin, X Tang, H Li, B An, H Zhu, J Ye Proceedings of the 19th IEEE International Conference on Data Mining (ICDM’19), 2019 | 30 | 2019 |
MAP: Frequency-based maximization of airline profits based on an ensemble forecasting approach B An, H Chen, N Park, VS Subrahmanian Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 29 | 2016 |
Dynamic Electronic Toll Collection via Multi-Agent Deep Reinforcement Learning with Edge-Based Graph Convolutional Networks W Qiu, H Chen, B An IJCAI 2019, 2019 | 26 | 2019 |
Learning mdps from features: Predict-then-optimize for sequential decision making by reinforcement learning K Wang, S Shah, H Chen, A Perrault, F Doshi-Velez, M Tambe Advances in Neural Information Processing Systems 34, 8795-8806, 2021 | 23* | 2021 |
Robust Reinforcement Learning Under Minimax Regret for Green Security L Xu, A Perrault, F Fang, H Chen, M Tambe UAI 2021, 2021 | 21 | 2021 |
Contingency-Aware Influence Maximization: A Reinforcement Learning Approach H Chen, W Qiu, HC Ou, B An, M Tambe UAI 2021, 2021 | 21 | 2021 |
Data-driven frequency-based airline profit maximization B An, H Chen, N Park, VS Subrahmanian ACM Transactions on Intelligent Systems and Technology (TIST) 8 (4), 1-28, 2017 | 19 | 2017 |
HogRider: Champion Agent of Microsoft Malmo Collaborative AI Challenge Y Xiong*, H Chen*, M Zhao, B An, (*equal contribution) Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 18 | 2018 |
VASE: A Twitter-based Vulnerability Analysis and Score Engine H Chen, J Liu, R Liu, N Park, VS Subrahmanian Proceedings of the 19th IEEE International Conference on Data Mining (ICDM'19), 2019 | 16 | 2019 |
Using word embeddings to deter intellectual property theft through automated generation of fake documents A Abdibayev, D Chen, H Chen, D Poluru, VS Subrahmanian ACM Transactions on Management Information Systems (TMIS) 12 (2), 1-22, 2021 | 11 | 2021 |
Robust Lock-Down Optimization for COVID-19 Policy Guidance A Bhardwaj, HC Ou, H Chen, S Jabbari, M Tambe, R Panicker, A Raval AAAI Fall Symposium, 2020 | 10 | 2020 |
A cooking assistance system for patients with Alzheimers disease using reinforcement learning H Chen, Y Soh Int J Inf Technol 23 (2), 1-12, 2017 | 10 | 2017 |
Active Screening for Recurrent Diseases: A Reinforcement Learning Approach HC Ou, H Chen, S Jabbari, M Tambe AAMAS 2021 (Best paper award nomination), 2021 | 8 | 2021 |
Learning Behaviors with Uncertain Human Feedback X He, H Chen, B An UAI 2020, 2020 | 7 | 2020 |