Yunzhe Li | 李蕴哲
Ph.D. Student
Department of Computer Science and Engineering, Shanghai Jiao Tong University
上海交通大学 计算机学院, 博士研究生
Email: yunzhe.li@sjtu.edu.cn
Research Interest: Edge AI, Mobile Computing, AIoT
Biography
Currently, I am a PhD student in School of Computer Science, Shanghai Jiao Tong University (SJTU, China), advised by Prof. Hongzi Zhu. I received my B.S. degree from Wuhan University in 2021. My research work focuses on Cross-Scene Model Adaptation, Mobile Sensing Systems and LLM Security.
News
- [2025/10] One paper "BlinkBud" is accepted by ACM IMWUT!
- [2025/5] One paper is accepted by IEEE TMC!
- [2025/3] Our paper "Saga" is accepted by IEEE ICDCS 2025!
- [2024/12] Our paper "Prism" is accepted by IEEE INFOCOM 2025!
- [2024/4] Our paper "Anole" is accepted by IEEE ICDCS 2024!
- [2022/8] Our paper "TForest on HiLens" is accepted by ACM CIKM 2022!
- [2022/5] Our paper "LEON" is accepted by ACM e-Energy 2022!
- [2021/6] I receive my B.S. degree at WHU and is currently a Ph.D. student at SJTU!
- [2020/10] I am awarded the fellowship of Zhiyuan Honor Program for Ph.D. (2021年度博士生致远荣誉计划)
Publications
2025
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[IMWUT] BlinkBud: Detecting Hazards from Behind via Sampled Monocular 3D Detection on a Single Earbud.
Yunzhe Li, Jiajun Yan, Yuzhou Wei, Kechen Liu, Yize Zhao, Chong Zhang, Hongzi Zhu, Li Lu, Shan Chang and Minyi Guo
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT, CCF A)
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[TMC] A Scene-aware Model Adaptation Scheme for Cross-scene Online Inference on Mobile Devices
Yunzhe Li, Hongzi Zhu, Zhuohong Deng, Yunlong Cheng, Zimu Zheng, Liang Zhang, Shan Chang and Minyi Guo
IEEE Transactions on Mobile Computing (TMC, CCF A)
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[ICDCS 2025] Saga: Capturing Multi-granularity Semantics from Massive Unlabelled IMU Data for User Perception
Yunzhe Li, Facheng Hu, Hongzi Zhu, Shifan Zhang, Liang Zhang, Shan Chang and Minyi Guo
The 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025, CCF B)
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[ICDCS 2025] CoPe: Taming Collaborative 3D Perception via Lite Network Attention across Mobile Agents
Shifan Zhang, Hongzi Zhu, Yunzhe Li, Liang Zhang, Shan Chang and Minyi Guo
The 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025, CCF B)
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[ICDCS 2025] DiVE: Differential Video Encoding for Online Edge-assisted Video Analytics on Mobile Agents
Jiangang Shen, Hongzi Zhu, Liang Zhang, Yunzhe Li, Shan Chang and Minyi Guo
The 45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025, CCF B)
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[PPoPP 2025] SGDRC: Software-Defined Dynamic Resource Control for Concurrent DNN Inference on NVIDIA GPUs
Yongkang Zhang, Haoxuan Yu, Chenxia Han, Cheng Wang, Baotong Lu, Yunzhe Li, Zhifeng Jiang, Yang Li, Xiaowen Chu, Huaicheng Li
The 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming (PPoPP 2025, CCF A)
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[INFOCOM 2025] Prism: Mining Task-aware Domains in Non-i.i.d. IMU Data for Flexible User Perception
Yunzhe Li, Facheng Hu, Hongzi Zhu, Quan Liu, Xiaoke Zhao, Jiangang Shen, Shan Chang and Minyi Guo
The 44th IEEE International Conference on Computer Communications (INFOCOM 2025, CCF A)
2024
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[ICPP 2024] The Blind and the Elephant: Edge Video Analytics Scheduling for Unknown Multi-objective System Preference
Liang Zhang, Hongzi Zhu, Yunzhe Li, Jiangang Shen and Minyi Guo
The 53rd International Conference on Parallel Processing (ICPP 2024, CCF B)
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[TC 2024] Novas: Tackling Online Dynamic Video Analytics with Service Adaptation at Mobile Edge Servers
Liang Zhang, Hongzi Zhu, Wen Fei, Yunzhe Li, Mingjin Zhang, Jiannong Cao, Minyi Guo
IEEE Transactions on Computers (TC 2024, CCF A)
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[ICDCS 2024] Anole: Adapting Diverse Compressed Models for Cross-scene Prediction on Mobile Devices
Yunzhe Li, Hongzi Zhu, Zhuohong Deng, Yunlong Cheng, Liang Zhang, Shan Chang and Minyi Guo
The 44th IEEE International Conference on Distributed Computing Systems (ICDCS 2024, CCF B)
2022
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[NeurIPS 2022] MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation
Yunsong Zhou, Quan Liu, Hongzi Zhu, Yunzhe Li, Shan Chang, Minyi Guo
The 36th Conference on Neural Information Processing Systems (NeurIPS 2022, CCF A) -
[CIKM 2022] Towards Edge-Cloud Collaborative Machine Learning: a Quality-aware Task Partition Framework
Zimu Zheng, Yunzhe Li, Han Song, Lanjun Wang and Fei Xia
The 31st ACM International Conference on Information and Knowledge Management (CIKM 2022, CCF B) -
[e-Energy 2022] Towards lifelong thermal comfort prediction with KubeEdge-sedna: online multi-task learning with metaknowledge base [PDF]
Zimu Zheng, Puhan Luo, Yunzhe Li, Siqi Luo, Jiaheng Jian, Zhiwei Huang
The 13th ACM International Conference on Future Energy Systems (e-Energy 2022)
2020
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[ICPR 2020] Cross-people Mobile-phone based Airwriting Character Recognition [PDF]
Yunzhe Li, Hui Zheng, He Zhu, Haojun Ai, Xiaowei Dong
The 25th International Conference on Pattern Recognition (ICPR 2020, CCF C) -
[IEEE TMC 2020] SmartSO: Chinese Character and Stroke Order Recognition With Smartwatch [PDF]
Jian Zhang, Hongliang Bi, Yanjiao Chen, Qian Zhang, Zhaoyuan Fu, Yunzhe Li, Zeyu Li
IEEE Transactions on Mobile Computing (TMC 2020, CCF A)
Awards
- Outstanding Graduates of Hongyi Honor College, Wuhan University, 2021
- Outstanding Research Intern in Edge Cloud Innovation Lab, Huawei Cloud, 2021
Talks
- Invited talk: Exploration on edge cloud collaborative lifelong learning based on Sedna in intelligent buildings, at KubeEdge Submit 2022. Jul. 15, 2022.
- Invited talk: Research on edge cloud collaborative lifelong learning based on Sedna in the field of building chillers control, at Edge Cloud Collaborative Conference 2022. Jun. 14, 2022.
Services
- Journal Reviewer: IEEE Internet of Things Journal, IEEE Sensors Letters.
- Teaching Assistant: CS2307 Computer Organization, Spring 2022, Fall 2022, Fall 2023, Fall 2024.