| IG-RL: Inductive graph reinforcement learning for massive-scale traffic signal control FX Devailly, D Larocque, L Charlin IEEE Transactions on Intelligent Transportation Systems 23 (7), 7496-7507, 2021 | 59 | 2021 |
| Bi-discriminator GAN for tabular data synthesis M Esmaeilpour, N Chaalia, A Abusitta, FX Devailly, W Maazoun, ... Pattern Recognition Letters 159, 204-210, 2022 | 11 | 2022 |
| Model-Based Graph Reinforcement Learning for Inductive Traffic Signal Control FX Devailly, D Larocque, L Charlin IEEE Open Journal of Intelligent Transportation Systems, 2024 | 2 | 2024 |
| Improving the generalizability and robustness of large-scale traffic signal control T Shi, FX Devailly, D Larocque, L Charlin IEEE Open Journal of Intelligent Transportation Systems, 2023 | 2 | 2023 |
| Bi-Discriminator Class-Conditional Tabular GAN M Esmaeilpour, N Chaalia, A Abusitta, FX Devailly, W Maazoun, ... arXiv preprint arXiv:2111.06549, 2021 | 1 | 2021 |
| Three Essays on Inductive Graph Reinforcement Learning for Scalable Traffic Signal Control FX Devailly HEC Montréal, 2022 | | 2022 |
| IORL: Inductive-Offline-Reinforcement-Learning for Traffic Signal Control Warmstarting FX Devailly, D Larocque, L Charlin Available at SSRN 4385976, 2022 | | 2022 |
| RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis M Esmaeilpour, N Chaalia, A Abusitta, FX Devailly, W Maazoun, ... arXiv preprint arXiv:2205.11693, 2022 | | 2022 |
| Aggregator: Automating feature aggregation with graph neural networks FX Devailly, X Tan, G Caporossi https://www.gerad.ca/en/papers/G-2020-45, 2020 | | 2020 |
Laurent CharlinAssociate Professor, HEC Montréal & Mila, Canada CIFAR AI ChairVerified email at hec.ca
