| Generative adversarial network for synthetic time series data generation in smart grids C Zhang, SR Kuppannagari, R Kannan, VK Prasanna 2018 IEEE international conference on communications, control, and computing …, 2018 | 189 | 2018 |
| Building HVAC scheduling using reinforcement learning via neural network based model approximation C Zhang, SR Kuppannagari, R Kannan, VK Prasanna Proceedings of the 6th ACM international conference on systems for energy …, 2019 | 127 | 2019 |
| A cooperative multi-agent deep reinforcement learning framework for real-time residential load scheduling C Zhang, SR Kuppannagari, C Xiong, R Kannan, VK Prasanna Proceedings of the international conference on internet of things design and …, 2019 | 40 | 2019 |
| Accelerating proximal policy optimization on cpu-fpga heterogeneous platforms Y Meng, S Kuppannagari, V Prasanna 2020 IEEE 28th Annual International Symposium on Field-Programmable Custom …, 2020 | 37 | 2020 |
| Spatio-temporal missing data imputation for smart power grids SR Kuppannagari, Y Fu, CM Chueng, VK Prasanna Proceedings of the twelfth ACM international conference on future energy …, 2021 | 29 | 2021 |
| Subset level detection of false data injection attacks in smart grids S Binna, SR Kuppannagari, D Engel, VK Prasanna 2018 IEEE Conference on Technologies for Sustainability (SusTech), 1-7, 2018 | 20 | 2018 |
| Disaggregation of behind-the-meter solar generation in presence of energy storage resources CM Cheung, SR Kuppannagari, R Kannan, VK Prasanna 2020 IEEE Conference on Technologies for Sustainability (SusTech), 1-7, 2020 | 19 | 2020 |
| Performance modeling and FPGA acceleration of homomorphic encrypted convolution T Ye, SR Kuppannagari, R Kannan, VK Prasanna 2021 31st International Conference on Field-Programmable Logic and …, 2021 | 18 | 2021 |
| Optimal customer targeting for sustainable demand response in smart grids SR Kuppannagari, R Kannan, C Chelmis, AS Tehrani, VK Prasanna Procedia Computer Science 80, 324-334, 2016 | 18 | 2016 |
| Brac+: Improved behavior regularized actor critic for offline reinforcement learning C Zhang, S Kuppannagari, P Viktor Asian Conference on Machine Learning, 204-219, 2021 | 17 | 2021 |
| DYNAMAP: Dynamic Algorithm Mapping Framework for Low Latency CNN Inference Y Meng, S Kuppannagari, R Kannan, V Prasanna The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays …, 2021 | 17 | 2021 |
| FASTHash: FPGA-Based High Throughput Parallel Hash Table Y Yang, SR Kuppannagari, A Srivastava, R Kannan, VK Prasanna High Performance Computing: 35th International Conference, ISC High …, 2020 | 17 | 2020 |
| Minimizing cost of smart grid operations by scheduling mobile energy storage systems A Srivastava, SR Kuppannagari, R Kannan, VK Prasanna IEEE Letters of the Computer Society 2 (3), 20-23, 2019 | 17 | 2019 |
| Safe building HVAC control via batch reinforcement learning C Zhang, SR Kuppannagari, VK Prasanna IEEE Transactions on Sustainable Computing 7 (4), 923-934, 2022 | 16 | 2022 |
| A high throughput parallel hash table accelerator on HBM-enabled FPGAs Y Yang, SR Kuppannagari, VK Prasanna 2020 International Conference on Field-Programmable Technology (ICFPT), 148-153, 2020 | 16 | 2020 |
| FPGA accelerator for homomorphic encrypted sparse convolutional neural network inference Y Yang, SR Kuppannagari, R Kannan, VK Prasanna 2022 IEEE 30th Annual International Symposium on Field-Programmable Custom …, 2022 | 15 | 2022 |
| Efficient neighbor-sampling-based gnn training on cpu-fpga heterogeneous platform B Zhang, SR Kuppannagari, R Kannan, V Prasanna 2021 IEEE High Performance Extreme Computing Conference (HPEC), 1-7, 2021 | 15 | 2021 |
| QTAccel: A generic FPGA based design for Q-table based reinforcement learning accelerators Y Meng, S Kuppannagari, R Rajat, A Srivastava, R Kannan, V Prasanna 2020 IEEE International Parallel and Distributed Processing Symposium …, 2020 | 14 | 2020 |
| Optimal net-load balancing in smart grids with high PV penetration SR Kuppannagari, R Kannan, VK Prasanna Proceedings of the 4th ACM International Conference on Systems for Energy …, 2017 | 14 | 2017 |
| Energy performance of fpgas on perfect suite kernels SR Kuppannagari, R Chen, A Sanny, SG Singapura, GPC Tran, S Zhou, ... 2014 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2014 | 14 | 2014 |
Viktor K. PrasannaUniversity of Southern CaliforniaVerified email at usc.edu
