Yuanchao Shu

Qiushi Professor of Control Sci. & Eng.
Zhejiang University

email:
website:	yshu.org [中文主页]
address:	38 Zheda Road Hangzhou, China 310027
links:

Short Biography

I am a Qiushi Professor with the College of Control Science and Engineering at Zhejiang University, China. Prior to joining academia, I was a Principal Researcher with Microsoft Research Redmond and Microsoft Azure. I joined Microsoft Research after receiving Ph.D. from Zhejiang University in 2015. I was also a joint Ph.D. in the EECS Department at the University of Michigan, Ann Arbor.

I currently serve on the editorial board of IEEE Trans. on Mobile Computing, IEEE Trans. on Wireless Comm., and ACM Trans. on Sensor Networks, steering committee of ACM/IEEE SenSys, and was a member of the organizing committee and TPC of several leading CS/EE conferences. I received ACM China Doctoral Dissertation Award (2/yr), IBM PhD Fellowship, MobiCom Best Community Contributions Award, and seven best paper/demo awards. I am a Senior Member of ACM and IEEE, and an IEEE ComSoc Distinguished Lecturer.

» students Research

My research interests lie broadly in mobile, sensing, and networked systems, with current work on edge ML analytics (e.g., accurate and efficient video analytics, collaborative and continuous learning, 5G video services, etc.), location-based systems (e.g., localization, navigation, 3D mapping, location spoofing, etc.), and multi-agent systems.

Downloads: Agentic Video Analytics (AVA) [GitHub], Edge Video Services (EVS) [GitHub], Ekya: Continuous Learning on the Edge [GitHub], Indoor Location Competition 2.0 Dataset [Webpage], Video Analytics with Microsoft Rocket [GitHub]

Selected publications

[CD] Physical Computing across Magnetic and RF Domains for Passive Wireless Information Retrieval [paper][bib]

Long Tan, Xiuzhen Guo, Junying Huang, Binghe Li, Chaojie Gu, Yuanchao Shu, and Jiming Chen.
Cell Device, to appear

[CRPS] Mechanically Programmable Metasurface for Low-Power Sub-Terahertz Beam Steering [paper][bib]

Long Tan, Xu Chen, Xiuzhen Guo, Shibo He, Chaojie Gu, Peng Cheng, Yuanchao Shu, and Jiming Chen.
Cell Reports Physical Science, to appear

[ACL'26 Main] RoboFailRing: Retrieval-Augmented and Language Grounding Failure Detection for VLM-enabled Robotic Manipulation [paper][bib]

Chenduo Ying, Linkang Du, Yuanchao Shu, and Peng Cheng.
Annual Meeting of the Association for Computational Linguistics, July 2026

[NSO] A Survey on Edge Multimodal Large Models: Compression, Inference Acceleration, and Applications [paper][bib]

Siru Chen, Cong Wang, Yuanchao Shu, and Jiming Chen.
National Science Open, vol. 5, no. 3, 2026

[SenSys'26] MoiréEar: Moiré Can See What You Cannot Hear [paper][bib] (Best Paper Honorable Mention)

Hongqiang Zhang, Lupeng Zhang, Chengcheng Zhao, Yuanchao Shu, Peng Cheng, Jiming Chen, and Jie Xiong.
ACM Conference on Embedded Networked Sensor Systems, May 2026

[NSDI'26] AVA: Towards Agentic Video Analytics with Vision Language Models [paper][bib][code][dataset]

Yuxuan Yan, Shiqi Jiang, Ting Cao, Yifan Yang, Qianqian Yang, Yuanchao Shu, Yuqing Yang, and Lili Qiu.
USENIX Symposium on Networked Systems Design and Implementation, May 2026

[EuroSys'26] SmartNS: Enabling Line-rate and Flexible Network Stack with SmartNIC [paper][bib]

Xuzheng Chen, Jie Zhang, Baolin Zhu, Zhongqing Chen, Ting Fu, Shu Ma, Lingjun Zhu, Chao Shi, Yin Zhang, Yuanchao Shu, Peng Cheng, and Zeke Wang.
European Conference on Computer Systems, April 2026

[CSUR] A Review on Edge Large Language Models: Design, Execution, and Applications [paper][bib]

Yue Zheng, Yuhao Chen, Bin Qian, Xiufang Shi, Yuanchao Shu, and Jiming Chen.
ACM Computing Surveys, vol. 57, no. 8, pp. 35, March 2025

[MobiCom'25] Confidant: Customizing Transformer-based LLMs via Collaborative Training on Mobile Devices [paper][bib]

Yuhao Chen, Yuxuan Yan, Shuowei Ge, Yuyang Qin, Yue Zheng, Qianqian Yang, Shibo He, Zhiguo Shi, Jiming Chen, and Yuanchao Shu.
ACM International Conference on Mobile Computing and Networking, Nov. 2025

[MobiSys'25] EAR-Mapping: Edge-Assisted Real-Time Dense Mapping with Low Bandwidth Requirements [paper][bib]

Yubin Dai, Bin Qian, Yuxuan Yan, Minglei Zhao, Yangkun Liu and Yuanchao Shu.
ACM International Conference on Mobile Systems, Applications and Services, June 2025

[MobiCom'24] Exploring Biomagnetism for Inclusive Vital Sign Monitoring: Modeling and Implementation [paper][bib]

Xiuzhen Guo, Long Tan, Tao Chen, Chaojie Gu, Yuanchao Shu, Shibo He, Yuan He, Jiming Chen, and Longfei Shangguan.
ACM International Conference on Mobile Computing and Networking, Nov. 2024

[NSDI'24] Vulcan: Automatic Query Planning for Live ML Analytics [paper][bib]

Yiwen Zhang, Xumiao Zhang, Ganesh Ananthanarayanan, Anand Iyer, Yuanchao Shu, Paramvir Bahl, Z. Morley Mao, and Mosharaf Chowdhury.
USENIX Symposium on Networked Systems Design and Implementation, April 2024

[MobiCom'23] The Wisdom of 1,100 Teams: Lessons and Experiences from a Large Indoor Localization Competition [paper][bib][dataset] (Best Community Contributions Award)

Yuming Hu, Xiubin Fan, Zhimeng Yin, Feng Qian, Zhe Ji, Yuanchao Shu, Yeqiang Han, Qiang Xu, Jie Liu, and Paramvir Bahl.
ACM International Conference on Mobile Computing and Networking, Oct. 2023

[NSDI'23] GEMEL: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge [paper][bib]

Arthi Padmanabhan, Neil Agarwal, Anand Iyer, Ganesh Ananthanarayanan, Yuanchao Shu, Nikolaos Karianakis, Guoqing Harry Xu, and Ravi Netravali.
USENIX Symposium on Networked Systems Design and Implementation, April 2023

[NSDI'23] RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics [paper][bib]

Mehrdad Khani, Ganesh Ananthanarayanan, Kevin Hsieh, Junchen Jiang, Ravi Netravali, Yuanchao Shu, Mohammad Alizadeh, and Paramvir Bahl.
USENIX Symposium on Networked Systems Design and Implementation, April 2023

[AAAI'23 Oral] Multi-View Domain Adaptive Object Detection on Camera Networks [paper][bib]

Yan Lu, Zhun Zhong, and Yuanchao Shu.
AAAI Conference on Artificial Intelligence, Feb. 2023

[SenSys'22] Turbo: Opportunistic Enhancement for Edge Video Analytics [paper][bib]

Yan Lu, Shiqi Jiang, Ting Cao and Yuanchao Shu.
ACM Conference on Embedded Networked Sensor Systems, Nov. 2022

[NSDI'22] Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers [paper][bib][code]

Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, and Ion Stoica.
USENIX Symposium on Networked Systems Design and Implementation, April 2022

[MobiCom'21] Flexible High-resolution Object Detection on Edge Devices with Tunable Latency [paper][bib]

Shiqi Jiang, Zhiqi Lin, Yuanchun Li, Yuanchao Shu, and Yunxin Liu.
ACM International Conference on Mobile Computing and Networking, Oct. 2021

[Security'21] Stars Can Tell: A Robust Method to Defend against GPS Spoofing Attacks using Off-the-shelf Chipset [webpage][paper][bib]

Shinan Liu, Xiang Cheng, Hanchao Yang, Yuanchao Shu, Xiaoran Weng, Ping Guo, Kexiong Zeng, Gang Wang, and Yaling Yang.
USENIX Security, August 2021

[SEC'20] Spatula: Efficient Cross-camera Video Analytics on Large Camera Networks [paper][bib] (Best Paper Award)

Samvit Jain, Xun Zhang, Yuhao Zhou, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Paramvir Bahl, and Joseph Gonzalez.
ACM/IEEE Symposium on Edge Computing, Nov. 2020

[MobiSys'19] Demo: Video Analytics – Killer App for Edge Computing [paper][bib] (Best Demo Runner-up Award)

Ganesh Ananthanarayanan, Victor Bahl, Landon Cox, Alex Crown, Shadi Noghabi, Yuanchao Shu.
ACM International Conference on Mobile Systems, Applications, and Services, June 2019

[MobiCom'19] Diagnosing Vehicles with Automotive Batteries [paper][bib]

Liang He, Linghe Kong, Ziyang Liu, Yuanchao Shu and Cong Liu.
ACM International Conference on Mobile Computing and Networking, Oct. 2019

[SenSys'18] UbiTap: Leveraging Acoustic Dispersion for Ubiquitous Touch Interface on Solid Surfaces [paper][bib] (Best Paper Runner-up Award)

Hyosu Kim, Anish Byanjankar, Yunxin Liu, Yuanchao Shu and Insik Shin.
ACM Conference on Embedded Networked Sensor Systems, Nov. 2018

[Security'18] All Your GPS Are Belong To Us: Towards Stealthy Manipulation of Road Navigation Systems [paper][bib]

Kexiong Curtis Zeng, Shinan Liu, Yuanchao Shu, Dong Wang, Haoyu Li, Yanzhi Dou, Gang Wang and Yaling Yang.
USENIX Security Symposium, August 2018

[WCNC'17] A Trust Management based Framework for Fault-tolerant Barrier Coverage in Sensor Networks [paper][bib] (Best Paper Award)

Shibo He, Yuanchao Shu, Xianbin Cui, Chunjuan Wei, Jiming Chen and Zhiguo Shi.
IEEE Wireless Communications and Networking Conference, March 2017

[MobiSys'16] Mobility Modeling and Prediction in Bike-Sharing Systems [paper][slides][video][bib]

Zidong Yang, Ji Hu, Yuanchao Shu, Peng Cheng, Jiming Chen and Thomas Moscibroda.
ACM International Conference on Mobile Systems, Applications, and Services, June 2016

[JSAC] Magicol: Indoor Localization Using Pervasive Magnetic Field and Opportunistic WiFi Sensing [paper][bib]

Yuanchao Shu, Cheng Bo, Guobin Shen, Chunshui Zhao, Liqun Li and Feng Zhao.
IEEE Journal of Selected Areas in Communications, vol.33, no.7, pp.1443-1457, July, 2015

[MobiCom'15] Last Mile Navigation Using Smartphones [paper][slides][video][bib]

Yuanchao Shu, Kang G. Shin, Tian He and Jiming Chen.
ACM International Conference on Mobile Computing and Networking, Sep. 2015

Professional Activities

Journal Editors

Associate Editor — IEEE Transactions on Mobile Computing

Associate Editor — ACM Transactions on Sensor Networks

Editor — IEEE Transactions on Wireless Communications (ML&AI area)

Steering Committees

ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems (ACM/IEEE SenSys)

Organizing Committees

ACM SenSys ’24, Vice General Chair

AIoTSys ’24, General Co-Chair

IEEE ICPADS ’22, Track Chair (Cloud & Edge)

ACM HotEdgeVideo ’21’20’19, PC Co-Chair

ACM MobiCom ’19, Registration Chair

ACM TURC ’18’17, Award Chair

Program Committees

ACM MobiCom: 2026, 2025, 2024, 2023, 2022, 2021

USENIX NSDI: 2027, 2026

ACM SenSys: 2023, 2022, 2021, 2020

ACM MobiSys: 2024, 2023

AAAI: 2026

ACM/IEEE IPSN: 2023

ACM/IEEE SEC: 2019

EdgeSys: 2022, 2020, 2019

IEEE GLOBECOM: 2018, 2017

IEEE ICPADS: 2021, 2017

IEEE ICC 2019

Selected Awards

Best Paper Honorable Mention, ACM SenSys'26

Young Scientist Award, China Institute of Communications, 2025

Best Application Paper Award, CAA YAC'25

DAMO Academy Promising Scientist Award, 2024

Best Community Contributions Award, ACM MobiCom'23

Best Paper Award, ACM/IEEE SEC'20

Best Demo Runner-up Award, ACM MobiSys'19

Best Paper Runner-up Award, ACM SenSys'18

Best Paper Award, IEEE WCNC'17

ACM China Doctoral Dissertation Award, 2016

Best Demo Award, IEEE INFOCOM'14

IBM PhD Fellowship, 2012

In my free time, I enjoy taking pictures and practice different kinds of sports.

Site design originated from Alex Halderman.
Last modified: June 2026