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.
My research interests lie broadly in mobile, networked, and ML 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] (Cover Article)
Long Tan, Xiuzhen Guo, Junying Huang, Binghe Li, Chaojie Gu, Yuanchao Shu, and Jiming Chen.
Cell Device, vol. 4, no. 9, article 101241, 2026
Long Tan, Xu Chen, Xiuzhen Guo, Shibo He, Chaojie Gu, Peng Cheng, Yuanchao Shu, and Jiming Chen.
Cell Reports Physical Science, Volume 7, Issue 7, 2026
[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
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
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
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
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: 2027, 2026, 2025, 2024, 2023, 2022, 2021
USENIX NSDI: 2027, 2026
AAAI: 2027, 2026
ACM SenSys: 2023, 2022, 2021, 2020
ACM MobiSys: 2024, 2023
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.