Du, Yuqing

One-Bit Over-the-Air Aggregation for Communication-Efficient Federated Edge Learning: Design and Convergence Analysis

Zhu, G., Du, Y., Gunduz, D., & Huang, K. (2021) · IEEE Transactions on Wireless Communications

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 376

Energy-Efficient Radio Resource Allocation for Federated Edge Learning

Zeng, Q., Du, Y., Huang, K., & Leung, K. K. (2020) · 2020 IEEE International Conference on Communications Workshops (ICC Workshops)

IoT and Edge/Fog ComputingPrivacy-Preserving Technologies in Data

Cited by 286

High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning

Du, Y., Yang, S., & Huang, K. (2020) · IEEE Transactions on Signal Processing

Stochastic Gradient Optimization TechniquesPrivacy-Preserving Technologies in Data

Cited by 116

Wirelessly Powered Federated Edge Learning

Zeng, Q., Du, Y., & Huang, K. (2021) · 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)

Privacy-Preserving Technologies in DataIoT and Edge/Fog Computing

Cited by 5

Teaching Large Language Models to Reason with Reinforcement Learning

Havrilla, A., Du, Y., Raparthy, S. C., Nalmpantis, C., Dwivedi-Yu, J., Zhuravinskyi, M., Hambro, E., Sukhbaatar, S., & Raileanu, R. (2024) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 3

Practical Imitation Learning in the Real World via Task Consistency Loss

Khansari, M., Ho, D., Du, Y., Fuentes, A., Bennice, M., Sievers, N., Kirmani, S., Bai, Y., & Jang, E. (2022) · arXiv

Reinforcement Learning in RoboticsRobot Manipulation and Learning

Cited by 3