| Sparse representation and dictionary learning penalized image reconstruction for positron emission tomography S Chen, H Liu, P Shi, Y Chen Physics in Medicine & Biology 60 (2), 807, 2015 | 53 | 2015 |
| Explicit mean-square error bounds for monte-carlo and linear stochastic approximation S Chen, A Devraj, A Busic, S Meyn International Conference on Artificial Intelligence and Statistics, 4173-4183, 2020 | 37 | 2020 |
| Simultaneous reconstruction and segmentation of dynamic PET via low-rank and sparse matrix decomposition S Chen, H Liu, Z Hu, H Zhang, P Shi, Y Chen IEEE Transactions on Biomedical Engineering 62 (7), 1784-1795, 2015 | 22 | 2015 |
| The ODE method for asymptotic statistics in stochastic approximation and reinforcement learning V Borkar, S Chen, A Devraj, I Kontoyiannis, S Meyn arXiv preprint arXiv:2110.14427, 2021 | 18 | 2021 |
| Zap Q-Learning with nonlinear function approximation S Chen, AM Devraj, F Lu, A Busic, S Meyn Advances in Neural Information Processing Systems 33, 16879-16890, 2020 | 18 | 2020 |
| Pact: Perception-action causal transformer for autoregressive robotics pre-training R Bonatti, S Vemprala, S Ma, F Frujeri, S Chen, A Kapoor 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023 | 17 | 2023 |
| Influence of atmospheric multiple scattering effects on the range bias for satellite laser altimeter S Chen, Z Li, M Chen, L Hu, H Zhou Infrared and Laser Engineering 41 (9), 2012 | 16 | 2012 |
| Disentangling inter-subject variations: Automatic localization of ventricular tachycardia origin from 12-lead electrocardiograms S Chen, PK Gyawali, H Liu, BM Horacek, JL Sapp, L Wang 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017 …, 2017 | 13 | 2017 |
| Is imitation all you need? generalized decision-making with dual-phase training Y Wei, Y Sun, R Zheng, S Vemprala, R Bonatti, S Chen, R Madaan, Z Ba, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 12 | 2023 |
| Accelerating optimization and reinforcement learning with quasi stochastic approximation S Chen, A Devraj, A Bernstein, S Meyn 2021 American Control Conference (ACC), 1965-1972, 2021 | 10 | 2021 |
| Simultaneous estimation and segmentation from projection data in dynamic PET J Cui, H Yu, S Chen, Y Chen, H Liu Medical physics 46 (3), 1245-1259, 2019 | 10 | 2019 |
| Zap Q-Learning for optimal stopping S Chen, AM Devraj, A Bušić, S Meyn 2020 American Control Conference (ACC), 3920-3925, 2020 | 9 | 2020 |
| Zap q-learning with nonlinear function approximation S Chen, AM Devraj, F Lu, A Bušić, SP Meyn arXiv preprint arXiv:1910.05405, 2019 | 9 | 2019 |
| Grid: A platform for general robot intelligence development S Vemprala, S Chen, A Shukla, D Narayanan, A Kapoor arXiv preprint arXiv:2310.00887, 2023 | 7 | 2023 |
| Joint reconstruction of dynamic PET activity and kinetic parametric images using total variation constrained dictionary sparse coding H Yu, S Chen, Y Chen, H Liu Inverse Problems 33 (5), 055011, 2017 | 7 | 2017 |
| Sparse/low rank constrained reconstruction for dynamic pet imaging X Yu, S Chen, Z Hu, M Liu, Y Chen, P Shi, H Liu Plos one 10 (11), e0142019, 2015 | 6 | 2015 |
| Revisiting the ODE method for recursive algorithms: Fast convergence using quasi stochastic approximation S Chen, A Devraj, A Berstein, S Meyn Journal of Systems Science and Complexity 34, 1681-1702, 2021 | 5 | 2021 |
| Structure and tracer kinetics-driven dynamic PET reconstruction J Cui, Z Qin, S Chen, Y Chen, H Liu IEEE Transactions on Radiation and Plasma Medical Sciences 4 (4), 400-409, 2019 | 5 | 2019 |
| Zap Q-learning for optimal stopping time problems S Chen, AM Devraj, A Bušić, SP Meyn arXiv preprint arXiv:1904.11538, 2019 | 4 | 2019 |
| Automatic coordinate prediction of the exit of ventricular tachycardia from 12-lead electrocardiogram PK Gyawali, S Chen, H Liu, BM Horacek, JL Sapp, L Wang 2017 Computing in Cardiology (CinC), 1-4, 2017 | 4 | 2017 |
