Radarnet: Exploiting radar for robust perception of dynamic objects B Yang, R Guo, M Liang, S Casas, R Urtasun Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 144 | 2020 |
Rethinking closed-loop training for autonomous driving C Zhang, R Guo, W Zeng, Y Xiong, B Dai, R Hu, M Ren, R Urtasun Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022 | 35 | 2022 |
Research challenges in deep reinforcement learning-based join query optimization RB Guo, K Daudjee Proceedings of the Third International Workshop on Exploiting Artificial …, 2020 | 17 | 2020 |
Hydrozoa: Dynamic Hybrid-Parallel DNN Training on Serverless Containers R Guo, V Guo, A Kim, J Hildred, K Daudjee Proceedings of Machine Learning and Systems 4, 779-794, 2022 | 12 | 2022 |
Trajectory value learning for autonomous systems RU Chris Jia Han Zhang, Runsheng Guo, Wenyuan Zeng US Patent App. 18/179,954, 2023 | 3* | 2023 |
Cephalo: Harnessing Heterogeneous GPU Clusters for Training Transformer Models RB Guo, U Anand, A Chen, K Daudjee arXiv preprint arXiv:2411.01075, 2024 | | 2024 |
Systems and methods for integrating radar data for improved object detection in autonomous vehicles R Urtasun, B Yang, M Liang, S Casas, RB Guo US Patent 12,013,457, 2024 | | 2024 |