| Reduced variance deep reinforcement learning with temporal logic specifications Q Gao, D Hajinezhad, Y Zhang, Y Kantaros, MM Zavlanos Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical …, 2019 | 52 | 2019 |
| Effects of thermal aging on long-term reliability and failure modes of nano-silver sintered lap-shear joint Y Tan, X Li, G Chen, Q Gao, GQ Lu, X Chen International Journal of Adhesion and Adhesives 97, 102488, 2020 | 27 | 2020 |
| Model-Based Design of Closed Loop Deep Brain Stimulation Controller using Reinforcement Learning Q Gao, M Naumann, I Jovanov, V Lesi, K Kamaravelu, WM Grill, M Pajic 2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS …, 2020 | 23* | 2020 |
| A reinforcement learning-informed pattern mining framework for multivariate time series classification G Gao, Q Gao, X Yang, M Pajic, M Chi 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022 | 17 | 2022 |
| Learning-based vulnerability analysis of cyber-physical systems A Khazraei, S Hallyburton, Q Gao, Y Wang, M Pajic 2022 ACM/IEEE 13th International Conference on Cyber-Physical Systems (ICCPS …, 2022 | 15 | 2022 |
| Deep learning approach for automated detection of retinal pathology from ultra-widefield retinal images M Hu, J Amason, T Lee, Q Gao, D Borkar, M Pajic, M Hadziahmetovic Investigative Ophthalmology & Visual Science 62 (8), 2129-2129, 2021 | 9 | 2021 |
| Gradient Importance Learning for Incomplete Observations Q Gao, D Wang, JD Amason, S Yuan, C Tao, R Henao, ... International Conference on Learning Representations (ICLR), 2022 | 8 | 2022 |
| Offline Policy Evaluation for Learning-based Deep Brain Stimulation Controllers Q Gao, SL Schmidt, K Kamaravelu, DA Turner, WM Grill, M Pajic International Conference on Cyber Physical Systems (ICCPS), 2022 | 6 | 2022 |
| Deep Imitative Reinforcement Learning for Temporal Logic Robot Motion Planning with Noisy Semantic Observations Q Gao, M Pajic, MM Zavlanos 2020 IEEE International Conference on Robotics and Automation (ICRA), 8490-8496, 2020 | 6 | 2020 |
| Offline Learning of Closed-Loop Deep Brain Stimulation Controllers for Parkinson Disease Treatment Q Gao, SL Schimdt, A Chowdhury, G Feng, JJ Peters, K Genty, WM Grill, ... 2023 ACM/IEEE 14th International Conference on Cyber-Physical Systems (ICCPS …, 2023 | 5 | 2023 |
| Learning Monotone Dynamics by Neural Networks Y Wang, Q Gao, M Pajic American Control Conference (ACC), 2022 | 5* | 2022 |
| Automated Identification of Referable Retinal Pathology in Teleophthalmology Setting Q Gao, J Amason, S Cousins, M Pajic, M Hadziahmetovic Translational Vision Science & Technology 10 (6), 30-30, 2021 | 5 | 2021 |
| Robust Reinforcement Learning with Structured Adversarial Ensemble J Dong, HL Hsu, Q Gao, V Tarokh, M Pajic | 3* | 2023 |
| Variational Latent Branching Model for Off-Policy Evaluation Q Gao, G Gao, M Chi, M Pajic The Eleventh International Conference on Learning Representations (ICLR), 2022 | 3* | 2022 |
| At home adaptive dual target deep brain stimulation in Parkinson’s disease with proportional control SL Schmidt, AH Chowdhury, KT Mitchell, JJ Peters, Q Gao, HJ Lee, ... Brain 147 (3), 911-922, 2024 | 2 | 2024 |
| Longitudinal choroidal development in preterm infants SM Michalak, S Mangalesh, Y Chen, LL Shen, V Tai, K Winter, N Sarin, ... Ophthalmology Science 4 (1), 100359, 2024 | 2 | 2024 |
| Evaluation of a deep learning supported remote diagnosis model for identification of diabetic retinopathy using wide-field Optomap T Lee, M Hu, Q Gao, J Amason, D Borkar, D D’Alessio, M Canos, A Shariff, ... Annals of Eye Science 7, 11-11, 2022 | 2 | 2022 |
| On Trajectory Augmentations for Off-Policy Evaluation G Gao, Q Gao, X Yang, S Ju, M Pajic, M Chi The Twelfth International Conference on Learning Representations, 2023 | 1 | 2023 |
| Off-Policy Evaluation for Human Feedback Q Gao, G Gao, J Dong, V Tarokh, M Chi, M Pajic arXiv preprint arXiv:2310.07123, 2023 | 1 | 2023 |
| {\epsilon}-Neural Thompson Sampling of Deep Brain Stimulation for Parkinson Disease Treatment HL Hsu, Q Gao, M Pajic arXiv preprint arXiv:2403.06814, 2024 | | 2024 |
