Collaborative Inference for Large Models with Task Offloading and Early Exiting. - Zuan Xie; Yang Xu 020; Hongli Xu; Yunming Liao; Zhiyuan Yao (CoRR, 2024)

MPLS: Stacking Diverse Layers Into One Model for Decentralized Federated Learning. - Yang Xu 020; Zhiwei Yao; Hongli Xu; Yunming Liao; Zuan Xie (Euro-Par (1), 2025)

Efficient Deployment of Large Language Models on Resource-constrained Devices. - Zhiwei Yao; Yang Xu 020; Hongli Xu; Yunming Liao; Zuan Xie (CoRR, 2025)

Lightweight and Post-Training Structured Pruning for On-Device Large Lanaguage Models. - Zihuai Xu; Yang Xu 020; Hongli Xu; Yunming Liao; Zhiwei Yao; Zuan Xie (CoRR, 2025)

A Novel Hat-Shaped Device-Cloud Collaborative Inference Framework for Large Language Models. - Zuan Xie; Yang Xu 020; Hongli Xu; Yunming Liao; Zhiwei Yao (CoRR, 2025)