most citedA Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2025

Agent WARPP: Workflow Adherence via Runtime Parallel Personalization

Maria Emilia Mazzolenis, Ruirui Zhang

Large language models (LLMs) are increasingly applied in task-oriented dialogue (TOD) systems but often struggle with long, conditional workflows that involve external tool calls a…

cs.RO2025

Towards Human-level Intelligence via Human-like Whole-Body Manipulation

Guang Gao, Jianan Wang, Jinbo Zuo +9

Building general-purpose intelligent robots has long been a fundamental goal of robotics. A promising approach is to mirror the evolutionary trajectory of humans: learning through…

cs.LG2024★ 1 cited

A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments

Ruirui Zhang, Xingze Wu, Yifei Zou +4

The paper studies a fundamental federated learning (FL) problem involving multiple clients with heterogeneous constrained resources. Compared with the numerous training parameters,…