| Federated Causal Discovery from Interventions A Abyaneh, N Scherrer, P Schwab, S Bauer, B Schölkopf, A Mehrjou arXiv preprint arXiv:2211.03846, 2022 | 12* | 2022 |
| Learning Lyapunov-Stable Polynomial Dynamical Systems through Imitation A Abyaneh, HC Lin 7th Annual Conference on Robot Learning (CoRL), 2023, 2023 | 7 | 2023 |
| Pyfectious: An Individual-Level Simulator to Discover Optimal Containment Policies for Epidemic Diseases A Mehrjou, A Soleymani, A Abyaneh, S Bhatt, B Schölkopf, S Bauer PLOS Computational Biology 19 (1), e1010799, 2023 | 6 | 2023 |
| Contractive Dynamical Imitation Policies for Efficient Out-of-Sample Recovery A Abyaneh, MG Boroujeni, HC Lin, G Ferrari-Trecate The Thirteenth International Conference on Learning Representations (ICLR), 2025, 2025 | 5 | 2025 |
| Globally Stable Neural Imitation Policies A Abyaneh, MS Guzmán, HC Lin 2024 IEEE International Conference on Robotics and Automation (ICRA), 2024 | 5 | 2024 |
| Single-Shot Learning of Stable Dynamical Systems for Long-Horizon Manipulation Tasks A St-Aubin, A Abyaneh, HC Lin arXiv preprint arXiv:2410.01033, 2024 | 1 | 2024 |
| Contractive Diffusion Policies: Robust Action Diffusion via Contractive Score-Based Sampling with Differential Equations A Abyaneh, C Morissette, MH Danesh, AE Houssaini, D Meger, G Dudek, ... arXiv preprint arXiv:2601.01003, 2026 | | 2026 |
| VOCALoco: Viability-Optimized Cost-Aware Adaptive Locomotion S Wu, MH Danesh, S Li, H Yurchyk, A Abyaneh, AE Houssaini, D Meger, ... IEEE Robotics and Automation Letters (2025), arXiv preprint arXiv:2510.23997, 2025 | | 2025 |
Hsiu-Chin LinAssistant Professor, McGill UniversityVerified email at cs.mcgill.ca
