Wangsong Yin

According to our database, Wangsong Yin authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An Efficient Context Management System for On-Device LLMaaS.

Wangsong Yin, Mengwei Xu, Yuanchun Li, Xuanzhe Liu

Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026

ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference.

Wangsong Yin, Daliang Xu, Mengwei Xu, Gang Huang, Xuanzhe Liu

Proceedings of the 24th Annual International Conference on Mobile Systems, 2026

2025

Dynamic Sparse Attention on Mobile SoCs.

Wangsong Yin, Daliang Xu, Mengwei Xu, Gang Huang, Xuanzhe Liu

CoRR, August, 2025

Resource-efficient Algorithms and Systems of Foundation Models: A Survey.

Mengwei Xu, Dongqi Cai, Wangsong Yin, Shangguang Wang, Xin Jin, Xuanzhe Liu

ACM Comput. Surv., May, 2025

EdgeLLM: Fast On-Device LLM Inference With Speculative Decoding.

Daliang Xu, Wangsong Yin, Hao Zhang, Xin Jin, Ying Zhang, Shiyun Wei, Mengwei Xu, Xuanzhe Liu

IEEE Trans. Mob. Comput., April, 2025

Elastic On-Device LLM Service.

Wangsong Yin, Rongjie Yi, Daliang Xu, Gang Huang, Mengwei Xu, Xuanzhe Liu

Proceedings of the 31st Annual International Conference on Mobile Computing and Networking, 2025

2024

ELMS: Elasticized Large Language Models On Mobile Devices.

Wangsong Yin, Rongjie Yi, Daliang Xu, Gang Huang, Mengwei Xu, Xuanzhe Liu

CoRR, 2024

LLM as a System Service on Mobile Devices.

Wangsong Yin, Mengwei Xu, Yuanchun Li, Xuanzhe Liu

CoRR, 2024

A Survey of Resource-efficient LLM and Multimodal Foundation Models.

Mengwei Xu, Wangsong Yin, Dongqi Cai, Rongjie Yi, Daliang Xu, Qipeng Wang, Bingyang Wu, Yihao Zhao, Chen Yang, Shihe Wang, Qiyang Zhang, Zhenyan Lu, Li Zhang, Shangguang Wang, Yuanchun Li, Yunxin Liu, Xin Jin, Xuanzhe Liu

CoRR, 2024

PieBridge: Fast and Parameter-Efficient On-Device Training via Proxy Networks.

Wangsong Yin, Daliang Xu, Gang Huang, Ying Zhang, Shiyun Wei, Mengwei Xu, Xuanzhe Liu

Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems, 2024

2023

LLMCad: Fast and Scalable On-device Large Language Model Inference.

Daliang Xu, Wangsong Yin, Xin Jin, Ying Zhang, Shiyun Wei, Mengwei Xu, Xuanzhe Liu

CoRR, 2023