Mu Yuan (袁牧)

STIP: Three-Party Privacy-Preserving and Lossless Inference for Large Transformers in Production
Mu Yuan, Lan Zhang, Yihang Cheng, Miao-Hui Song, Guoliang Xing, Xiang-Yang Li
Accepted by NDSS 2026
Code | Official MindSpore Support | Qwen2.5 Usage Example

SCX: Stateless KV-Cache Encoding for Cloud-Scale Confidential Transformer Serving
Mu Yuan, Lan Zhang, Liekang Zeng, Siyang Jiang, Bufang Yang, Di Duan, Guoliang Xing
Accepted by SIGCOMM 2025
Code | Bilibili | YouTube

Myo-Trainer: A Vision-based Muscle-Aware Motion Feedback System for In-Home Resistance Training
Yuting He, Xinyan Wang, Mu Yuan, Bufang Yang, Siyang Jiang, Yihua Huang, Doris S. F. Yu, Guoliang Xing, Hongkai Chen
Accepted by MobiCom 2025

RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service
Yihang Cheng, Lan Zhang, Junyang Wang, Mu Yuan, Yunhao Yao
ACL 2025
Cite

A-VL: Adaptive Attention for Large Vision-Language Models
Junyang Zhang, Mu Yuan, Ruiguang Zhong, Puhan Luo, Huiyou Zhan, Ningkang Zhang, Chengchen Hu, Xiangyang Li
AAAI 2025
PDF

Grape: Efficient Spatiotemporal Prediction Services with Stale Sensing Streams
Liekang Zeng, Yunchao Liu, Shengyuan Ye, Mu Yuan, Di Duan, Xu Chen, Guoliang Xing
IEEE Real-Time Systems Symposium (RTSS) 2025

Argus: Multi-view egocentric human mesh reconstruction based on stripped-down wearable mmwave add-on
Di Duan, Shengzhe Lyu, Mu Yuan, Hongfei Xue, Tianxing Li, Weitao Xu, Kaishun Wu, Guoliang Xing
SenSys 2025 (🏅 Best Paper Honorable Mention Award)
PDF

PacketGame: Multi-Stream Packet Gating for Concurrent Video Inference at Scale
Mu Yuan, Lan Zhang, Xuanke You, Xiang-Yang Li
ACM SIGCOMM 2023 (SIG Grant Award)
PDF | Slides | Code | Cite

InFi: End-to-end Learnable Input Filter for Resource-efficient Mobile-centric Inference
Mu Yuan, Lan Zhang, Fengxiang He, Xueting Tong, Xiang-Yang Li
ACM MobiCom 2022
PDF | Slides | Code | Bilibili | Cite

MLink: Linking Black-Box Models from Multiple Domains for Collaborative Inference
Mu Yuan, Lan Zhang, Zimu Zheng, Yi-Nan Zhang, Xiang-Yang Li
IEEE TPAMI 2023
PDF | Cite

Efficient Deep Ensemble Inference via Query Difficulty-dependent Task Scheduling
Zichong Li, Lan Zhang, Mu Yuan, Miao-Hui Song, Qi Song
IEEE ICDE 2023

MLink: Linking Black-box Models for Collaborative Multi-model Inference
Mu Yuan, Lan Zhang, Xiang-Yang Li
AAAI 2022 (Oral 4.5%)
PDF | Slides (20min version) | Slides (1min version) | Code | Bilibili | Cite

Adaptive Model Scheduling for Resource-efficient Data Labeling
Mu Yuan, Lan Zhang, Xiang-Yang Li, Lin-Zhuo Yang, Hui Xiong
ACM TKDD 2022
PDF | Cite

Comprehensive and Efficient Data Labeling via Adaptive Model Scheduling
Mu Yuan, Lan Zhang, Xiang-Yang Li, Hui Xiong
IEEE ICDE 2020
PDF | Official Video | Bilibili | Slides | Cite

异构协同模型推理 (Heterogeneous Collaborative Model Inference)
袁牧 (Mu Yuan)
CCF 全国优博 (CCF Doctoral Dissertation Award)
CCF 物联网专委优博 (CCF TCIoT Doctoral Dissertation Award)
中国科学技术大学校优博 (USTC Doctoral Dissertation Award)
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