2 papers
cs.DC2025
ACE-Sync: An Adaptive Cloud-Edge Synchronization Framework for Communication-Efficient Large-Scale Distributed Model Training
Yi Yang, Ziyu Lin, Liesheng Wei
Large-scale deep learning models impose substantial communication overh ead in distributed training, particularly in bandwidth-constrained or heterogeneous clo ud-edge environments…
cs.CL2025
CAMF: Collaborative Adversarial Multi-agent Framework for Machine Generated Text Detection
Yue Wang, Liesheng Wei, Yuxiang Wang
Detecting machine-generated text (MGT) from contemporary Large Language Models (LLMs) is increasingly crucial amid risks like disinformation and threats to academic integrity. Exis…