Hongrui Shi

11 papers A 1Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection. ICDCS Hongrui Shi, Valentin Radu, Po Yang
2025	J	`jnl`	Federated Learning with Workload Reduction through Partial Training of Client Models and Entropy-Based Data Selection. CoRR Hongrui Shi, Valentin Radu, Po Yang
2025	J	`jnl`	Habitat Classification from Ground-Level Imagery Using Deep Neural Networks. CoRR Hongrui Shi, Lisa Norton, Lucy Ridding, Simon Rolph, Tom August, Claire M. Wood, Lan Qie, Petra Bosilj, James M. Brown
2025	J	`jnl`	PestMA: LLM-based Multi-Agent System for Informed Pest Management. CoRR Hongrui Shi, Shunbao Li, Zhipeng Yuan, Po Yang
2023	—	`conf`	A Model-Free Controller Based on RBFNN for EGRV System. RCAR Jie Jiang, Ruili Dong, Yonghong Tan, Hongrui Shi
2023	—	`conf`	Distributed Training for Speech Recognition using Local Knowledge Aggregation and Knowledge Distillation in Heterogeneous Systems. EuroMLSys@EuroSys Hongrui Shi, Valentin Radu, Po Yang
2023	—	`conf`	Lightweight Workloads in Heterogeneous Federated Learning via Few-shot Learning. DistributedML@CoNEXT Hongrui Shi, Valentin Radu, Po Yang
2022	J	`jnl`	Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning. CoRR Hongrui Shi, Valentin Radu, Po Yang
2022	—	`conf`	Data selection for efficient model update in federated learning. EuroMLSys@EuroSys Hongrui Shi, Valentin Radu
2021	J	`jnl`	Data Selection for Efficient Model Update in Federated Learning. CoRR Hongrui Shi, Valentin Radu
2021	—	`conf`	Towards Federated Learning with Attention Transfer to Mitigate System and Data Heterogeneity of Clients. EdgeSys@EuroSys Hongrui Shi, Valentin Radu