Fedless: Secure and scalable federated learning using serverless computing A Grafberger, M Chadha, A Jindal, J Gu, M Gerndt 2021 IEEE International Conference on Big Data (Big Data), 164-173, 2021 | 58 | 2021 |
A reliable road segmentation and edge extraction for sparse 3d lidar data J Gu, Y Wang, L Chen, Z Zhao, Z Xuanyuan, K Huang 2018 IEEE Intelligent Vehicles Symposium (IV), 1452-1457, 2018 | 38 | 2018 |
Lidar mapping optimization based on lightweight semantic segmentation Z Zhao, W Zhang, J Gu, J Yang, K Huang IEEE Transactions on Intelligent Vehicles 4 (3), 353-362, 2019 | 36 | 2019 |
FedLesScan: Mitigating Stragglers in Serverless Federated Learning M Elzohairy, M Chadha, A Jindal, A Grafberger, J Gu, M Gerndt, ... 2022 IEEE International Conference on Big Data (Big Data), 1230-1237, 2022 | 10 | 2022 |
FaST-GShare: Enabling efficient spatio-temporal GPU sharing in serverless computing for deep learning inference J Gu, Y Zhu, P Wang, M Chadha, M Gerndt Proceedings of the 52nd International Conference on Parallel Processing, 635-644, 2023 | 9 | 2023 |
A GPU-accelerated deep stereo-LiDAR fusion for real-time high-precision dense depth sensing H Meng, C Zhong, J Gu, G Chen 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 523-528, 2021 | 5 | 2021 |
3D object detection and tracking based on streaming data X Guo, J Gu, S Guo, Z Xu, C Yang, S Liu, L Cheng, K Huang 2020 IEEE International Conference on Robotics and Automation (ICRA), 8376-8382, 2020 | 4 | 2020 |
Migrating from microservices to serverless: an IoT platform case study M Chadha, V Pacyna, A Jindal, J Gu, M Gerndt Proceedings of the Eighth International Workshop on Serverless Computing, 19-24, 2022 | 2 | 2022 |
Training Heterogeneous Client Models using Knowledge Distillation in Serverless Federated Learning M Chadha, P Khera, J Gu, O Abboud, M Gerndt arXiv preprint arXiv:2402.07295, 2024 | 1 | 2024 |
FastFusion: Deep stereo‐LiDAR fusion for real‐time high‐precision dense depth sensing H Meng, C Li, C Zhong, J Gu, G Chen, A Knoll Journal of Field Robotics, 2023 | 1 | 2023 |
A Real-Time Embedded Localization in Indoor Environment Using LiDAR Odometry G Zhuang, S Chen, J Gu, K Huang Embedded Systems Technology: 15th National Conference, ESTC 2017, Shenyang …, 2018 | 1 | 2018 |
Apodotiko: Enabling Efficient Serverless Federated Learning in Heterogeneous Environments M Chadha, A Jensen, J Gu, O Abboud, M Gerndt arXiv preprint arXiv:2404.14033, 2024 | | 2024 |