| Rapid and label-free detection of interferon gamma via an electrochemical aptasensor comprising a ternary surface monolayer on a gold interdigitated electrode array S Ding, C Mosher, XY Lee, SR Das, AA Cargill, X Tang, B Chen, ... Acs Sensors 2 (2), 210-217, 2017 | 95 | 2017 |
| A Case Study of Deep Reinforcement Learning for Engineering Design: Application to Microfluidic Devices for Flow Sculpting XY Lee, A Balu, D Stoecklein, B Ganapathysubramanian, S Sarkar Journal of Mechanical Design 141 (11), 2019 | 72 | 2019 |
| Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents. XY Lee, S Ghadai, KL Tan, C Hegde, S Sarkar Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 4577-4584, 2020 | 63 | 2020 |
| Robustifying reinforcement learning agents via action space adversarial training KL Tan, Y Esfandiari, XY Lee, S Sarkar 2020 American control conference (ACC), 3959-3964, 2020 | 62* | 2020 |
| Fast inverse design of microstructures via generative invariance networks XY Lee, JR Waite, CH Yang, BSS Pokuri, A Joshi, A Balu, C Hegde, ... Nature Computational Science 1 (3), 229-238, 2021 | 37 | 2021 |
| Multi-Level 3D CNN for Learning Multi-Scale Spatial Features S Ghadai, XY Lee, B A, S Sarkar, K A Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019 | 37* | 2019 |
| Automated detection of part quality during two-photon lithography via deep learning XY Lee, SK Saha, S Sarkar, B Giera Additive Manufacturing 36, 101444, 2020 | 35 | 2020 |
| Query-based targeted action-space adversarial policies on deep reinforcement learning agents XY Lee, Y Esfandiari, KL Tan, S Sarkar Proceedings of the ACM/IEEE 12th International Conference on Cyber-Physical …, 2021 | 27 | 2021 |
| Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning XY Lee, A Balu, D Stoecklein, B Ganapathysubramanian, S Sarkar Deep Reinforcement Learning Workshop, NeurIPS 2018, 2018 | 24 | 2018 |
| A graph policy network approach for volt-var control in power distribution systems XY Lee, S Sarkar, Y Wang Applied Energy 323, 119530, 2022 | 22 | 2022 |
| Powergym: A reinforcement learning environment for volt-var control in power distribution systems TH Fan, XY Lee, Y Wang Learning for Dynamics and Control Conference, 21-33, 2022 | 18 | 2022 |
| An ensemble of convolution-based methods for fault detection using vibration signals XY Lee, A Kumar, L Vidyaratne, AR Rao, A Farahat, C Gupta 2023 IEEE International Conference on Prognostics and Health Management …, 2023 | 10 | 2023 |
| MDPGT: Momentum-based Decentralized Policy Gradient Tracking Z Jiang, XY Lee, SY Tan, KL Tan, A Balu, YM Lee, C Hegde, S Sarkar Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022 | 7 | 2022 |
| Two Photon lithography additive manufacturing: Video dataset of parameter sweep of light dosages, photo-curable resins, and structures XY Lee, SK Saha, S Sarkar, B Giera Data in Brief 32, 106119, 2020 | 7 | 2020 |
| Learning to Cope with Adversarial Attacks XY Lee, A Havens, G Chowdhary, S Sarkar https://arxiv.org/abs/1906.12061, 2019 | 7 | 2019 |
| Stochastic conservative contextual linear bandits J Lin, XY Lee, T Jubery, S Moothedath, S Sarkar, ... 2022 IEEE 61st Conference on Decision and Control (CDC), 7321-7326, 2022 | 6 | 2022 |
| Multi-resolution 3D CNN for learning multi-scale spatial features in CAD models S Ghadai, XY Lee, A Balu, S Sarkar, A Krishnamurthy Computer Aided Geometric Design 91, 102038, 2021 | 6 | 2021 |
| Multi-fidelity machine learning models for structure–property mapping of organic electronics CH Yang, BSS Pokuri, XY Lee, S Balakrishnan, C Hegde, S Sarkar, ... Computational Materials Science 213, 111599, 2022 | 5 | 2022 |
| Distributed online non-convex optimization with composite regret Z Jiang, A Balu, XY Lee, YM Lee, C Hegde, S Sarkar 2022 58th Annual Allerton Conference on Communication, Control, and …, 2022 | 5 | 2022 |
| XDNet: A few-shot meta-learning approach for cross-domain visual inspection XY Lee, L Vidyaratne, M Alam, A Farahat, D Ghosh, TG Diaz, C Gupta Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 4 | 2023 |
Soumik SarkarDirector, Translational AI Center, Professor, Iowa State University在 iastate.edu 的电子邮件经过验证
