Hi there 👋
- 🤖 I'm a postgraduate student of Chongqing University, China.
- 🌱 I’m currently focusing on distributed meachine learning, especially Federated Learning (FL).
- 👀 If you have any questions about my repos, just open an issue and I would reply you.
- 📫 How to reach me here.
News ❤ and Maintaining Projects
Papers:
- FedRAV: Hierarchically Federated Region-Learning for Traffic Object Classification of Autonomous Vehicles. Paper, Code.
- uFedMba: Unforgotten Presonalized Federated Learning with Memory Bank for Adaptively Aggregated Layers. Code.
- FedPAW: Federated Learning With Personalized Aggregation Weights for Urban Vehicle Speed Prediction. Paper, Code.
- FedAH: Aggregated Head for Personalized Federated Learning. Paper, Code.
- HfedPES: Hierarchical Personalized Federated Learning with Edge Selection.
Datasets:
- The new CarlaScapes dataset: Vehicle semantic segmentation is open-accessed.
- I opened the new vehicle classification dataset Vehicle-10 dataset: Vehicle classification.
Projects:
- I reproduced this work FedAvg-LQR:FedAvg Optimization On LQR Control Of A 1-Dimensional Point Mass "Robot.
- MapReduce Code. I implemented this distributed computing framework MapReduce: Simplified Data Processing on Large Clusters.
- KVRaft Code. I implemented this distributed consensus protocol In Search of an Understandable Consensus Algorithm.
NoteBooks:
- DILA: Dive Into LeetCode’s Algorithm. The new algorithm book is open-accessed.