Dr. Yi Gao's Homepage
Professor (教授)
Ph.D. Advisor (博导)
Department of Software Engineering (软件工程系),系主任
College of Computer Science and Technology (计算机科学与技术学院)
Zhejiang University (浙江大学)
Mail: 310027, Zetong Building, Yuquan Campus, Zhejiang University, Hangzhou, China
Email: gaoyi AT zju.edu.cn
Biography
Yi GAO (高艺) is currently a professor at the College of Computer Science and Technology, Zhejiang University, China. He is a member of the EmNets research group and the EagleLab at Zhejiang University. He previously served as a postdoctoral researcher at McGill University, Canada. He received his B.S. and Ph.D. degrees in Zhejiang University in 2009 and 2014, respectively. His research interests include IoT, wireless and mobile computing, and edge AI.
Teaching
CS3258M Fundamentals and Application Development for Internet of Things (物联网技术基础与应用开发), 2024Fall
CS3136M Computer Networks (计算机网络), 2024Fall, 2023Fall, 2022Fall, 2021Fall, 2020Fall, 2019Fall
Fundamentals and Applications of the Internet of Things (物联网基础与应用), 2018Fall
Advanced Internet of Things Applications (高级物联网应用), 2017Fall
Selected Publications (full list)
Textbook
董玮, 高艺, 韩劲松. “从创意到原型:物联网应用快速开发(第二版)”, 科学出版社, 2022, ISBN 978-7-03-072966-8. (工信部“十四五”规划教材,浙江省普通高校“十三五”新形态教材,物联网工程专业系列教材)
Conference Papers
- [SENSYS] Yeming Li, Jiamei Lv*, Hailong Lin, Yi Gao, Wei Dong*. "Combating BLE Weak Links with Adaptive Symbol Extension and DNN-based Demodulation", Embedded Networked Sensor Systems (SenSys), 2024.
- [ATC] Tong Sun, Bowen Jiang, Borui Li, Jiamei Lv, Yi Gao*, Wei Dong*. "SimEnc: A High-Performance Similarity-Preserving Encryption Approach for Deduplication of Encrypted Docker Images", USENIX Annual Technical Conference (ATC), 2024.
- [IPSN] Tong Sun, Borui Li, Yixiao Teng, Yi Gao, Wei Dong*. "dTEE: A Declarative Approach to Secure IoT Applications Using TrustZone", Information Processing in Sensor Networks (IPSN), 2024.
- [INFOCOM] Jiamei Lv, Yi Gao*, Zhi Ding, Yuxiang Lin, Xinyun You, Guang Yang, Dong Wang, Wei Dong*. "Providing UE-level QoS Support by Joint Scheduling and Orchestration for 5G vRAN", IEEE INFOCOM, 2024.
- [INFOCOM] Yeming Li, Hailong Lin, Jiamei Lv*, Yi Gao, Wei Dong*. "BLE Location Tracking Attacks by Exploiting Frequency Synthesizer Imperfection", IEEE INFOCOM, 2024.
- [WWW] Jiaming Huang, Yi Gao*, Wei Dong. "Unlocking the Non-deterministic Computing Power with Memory-Elastic Multi-Exit Neural Networks", ACM WWW, 2024.
- [INFOCOM] Lewei Jin, Wei Dong*, Bowen Jiang, Tong Sun, Yi Gao*. "Exploiting Multiple Similarity Spaces for Efficient and Flexible Incremental Update of Mobile Apps", IEEE INFOCOM, 2023.
- [ICDCS] Jiaming Huang, Yi Gao*, Wei Dong. "Elastic DNN Inference with Unpredictable Exit in Edge Computing", IEEE ICDCS, 2023.
- [ICNP] Jiamei Lv, Wei Dong*, Yi Gao, Chun Chen. "Performant TCP over BLE", IEEE ICNP, 2022.
- [NSDI] Wei Dong, Borui Li, Haoyu Li, Hao Wu, Kaijie Gong, Wenzhao Zhang, Yi Gao*. "LinkLab 2.0: A Multi-tenant Programmable IoT Testbed for Experimentation with Edge-Cloud Integration", NSDI, 2022.
- [MOBISYS] Wei Dong, Jiamei Lv, Gonglong Chen, Yihui Wang, Huikang Li, Yi Gao*, Dinesh Bharadia. "TinyNet: a Lightweight, Modular, and Unified Network Architecture for the Internet of Things", ACM MobiSys, 2022.
- [MOBISYS] Borui Li, Hongchang Fan, Yi Gao Wei Dong. "Bring WebAssembly to Resource-constrained IoT Devices for Seamless Device-Cloud Integration", ACM MobiSys, 2022.
- [INFOCOM] Borui Li, Wei Dong*, Yi Gao. "WiProg: a WebAssembly-based Approach to Integrated IoT Programming", IEEE INFOCOM, 2021.
- [MOBICOM] Gaoyang Guan, Borui Li, Yi Gao, Yuxuan Zhang, Jiajun Bu, Wei Dong*. "TinyLink 2.0: Integrating Device, Cloud, and Client Development for IoT Applications", ACM MobiCom, 2020.
- [UBICOMP] Han Zhou, Yi Gao*, Xinyi Song, Wenxin Liu, Wei Dong*. "LimbMotion: Decimeter-level Limb Tracking for Wearable-based Human-Computer Interaction", ACM UbiComp (IMWUT), 2020.
- [INFOCOM] Huikang Li, Yi Gao*, Wei Dong*, Chun Chen. "Bound-based Network Tomography for Inferring Interesting Link Metrics", IEEE INFOCOM, 2020.
- [IPSN] Yuxiang Lin, Wei Dong*, Yi Gao, Tao Gu. "SateLoc: a Virtual Fingerprinting Approach to Outdoor LoRa Localization using Satelite Images", ACM/IEEE IPSN, 2020.
- [PERCOM] Yuxiang Lin, Yi Gao*, Bingji Li, Wei Dong*. "Accurate and Robust Rogue Access Point Detection with Client-Agnostic Wireless Fingerprinting", IEEE PerCom, 2020.
- [MOBICOM] Gaoyang Guan, Wei Dong*, Yi Gao, Kaibo Fu, Zhihao Cheng. "TinyLink: a Holistic System for Rapid Development of IoT Applications", ACM MobiCom, 2017.
- [ICNP] Huikang Li, Yi Gao*, Wei Dong, Chun Chen. "Preferential Link Tomography in Dynamic Networks", IEEE ICNP, 2017.
- [ICNP] Yi Gao, Xue Liu, Wei Dong. "A Multiple Vehicle Sensing Approach for Collision Avoidance in Progressively Deployed Vehicle-to-Vehicle Networks", IEEE ICNP, 2017.
- [UBICOMP] Yuanying Chen, Wei Dong*, Yi Gao, Xue Liu, Tao Gu. "Rapid: A Multimodal and Device-free Approach Using Noise Estimation for Robust Person Identification", ACM UbiComp (IMWUT), 2017.
- [INFOCOM] Yi Gao, Wei Dong*, Xiaoyu Zhang, Wenbin Wu. "Universal Path Tracing for Large Scale Sensor Networks", IEEE INFOCOM, 2017.
- [INFOCOM] Yi Gao, Yang Luo, Daqing Chen, Haocheng Huang, Wei Dong*, Mingyuan Xia, Xue Liu, Jiajun Bu. "Every Pixel Counts: Fine-Grained UI Rendering Analysis for Mobile Applications", IEEE INFOCOM, 2017.
- [IPSN] Chenhong Cao, Luyao Luo, Yi Gao, Wei Dong*, Chun Chen. "TinySDM: Software Defined Measurement in Wireless Sensor Networks", ACM/IEEE IPSN, 2016.
- [INFOCOM] Yi Gao, Wei Dong*, Kai Guo, Xue Liu, Yuan Chen, Xiaojin Liu, Jiajun Bu, Chun Chen. "Mosaic: A Low-Cost Mobile Sensing System for Urban Air Quality Monitoring", IEEE INFOCOM, 2016.
- [ICNP] Yi Gao, Wenbin Wu, Wei Dong*, Chun Chen, Xiangyang Li, Jiajun Bu. "Preferential Link Tomography: Monitor Assignment for Inferring Interesting Link Metrics", IEEE ICNP, 2014.
- [ICDCS] Yi Gao, Wei Dong*, Chun Chen, Jiajun Bu, Tianyu Chen, Minyuan Xia, Xue Liu, Xianghua Xu. "Domo: Passive Per-Packet Delay Tomography in Wireless Ad-hoc Networks", IEEE ICDCS, 2014.
- [ICNP] Yi Gao, Wei Dong*, Chun Chen, Jiajun Bu, Gaoyang Guan, Xuefeng Zhang, Xue Liu. "Pathfinder: Robust Path Reconstruction in Large Scale Sensor Networks with Lossy Links", IEEE ICNP, 2013.
Journal Articles
- [UBICOMP] Yi Gao, Kaijie Xiao, Fu Li, Weifeng Xu, Jiaming Huang, Wei Dong*. "ChatIoT: Zero-code Generation of Trigger-action Based IoT Programs", Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp), 8(3): 1-29, 2024.
- [TMC] Jiaming Huang, Yi Gao*, Wei Dong. "Elastic DNN Inference with Unpredictable Exit in Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2024: 14005-14016, 2024.
- [TMC] Wenzhao Zhang, Yixiao Teng, Yi Gao", Wei Dong*. "Reducing End-to-End Latency of Trigger-Action IoT Programs on Containerized Edge Platforms", IEEE Transactions on Mobile Computing (TMC), 2024: 13979-13990, 2024.
- [TMC] Tong Sun, Bowen Jiang, Lewei Jin, Wenzhao Zhang, Yi Gao, Zhendong Li, Wei Dong*. "Understanding Differencing Algorithms for Mobile Application Updates", IEEE Transactions on Mobile Computing (TMC), 12146-12160, 2024.
- [UBICOMP] Kaijie Gong, Yi Gao*, Wei Dong*. "Privacy-Preserving and Cross-Domain Human Sensing by Federated Domain Adaptation with Semantic Knowledge Correction", Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp), 8(1): 1-26, 2024.
- [TMC] Yi Gao, Siyu Zeng, Ji Zhao, Wenxin Liu, Wei Dong*. "AirText: One-Handed Text Entry in the Air for COTS Smartwatches", IEEE Transactions on Mobile Computing (TMC), 22(5): 2506 - 2519, 2023.
- [TOSN] Yuxiang Lin, Yi Gao*, Bingji Li, Wei Dong*. "Detecting Rogue Access Points Using Client-agnostic Wireless Fingerprints", ACM Transactions on Sensor Networks (TOSN), 2022.
- [ToN] Huikang Li, Yi Gao*, Wei Dong, Chun Chen. "Bound-based Network Tomography for Inferring Interesting Path Metrics", IEEE/ACM Transactions on Networking (ToN), 2022.
- [TOSN] Yuxiang Lin, Wei Dong*, Yi Gao, Tao Gu. "SateLoc: a Virtual Fingerprinting Approach to Outdoor LoRa Localization using Satelite Images", ACM Transactions on Sensor Networks (TOSN), 17(4):1-28, 2021.
- [TOSN] Borui Li, Wei Dong*, Gaoyang Guan, Jiadong Zhang, Tao Gu, Jiajun Bu, Yi Gao. "Queec: QoE-aware Edge Computing for IoT Devices under Dynamic Workloads", ACM Transactions on Sensor Networks (TOSN), 2021.
- [TOSN] Wei Dong, Borui Li, Gaoyang Guan, Zhihao Cheng, Jiadong Zhang, Yi Gao*. "TinyLink: A Holistic System for Rapid Development of IoT Applications", ACM Transactions on Sensor Networks (TOSN), 17(1): 1-29, 2020.
- [ToN] Wei Dong, Yi Gao*, Chenhong Cao, Xiaoyu Zhang, Wenbin Wu. "Universal Path Tracing for Large Scale Sensor Networks", IEEE/ACM Transactions on Networking (ToN), 28(2):447-460, 2020.
- [TMC] Chenhong Cao, Yi Gao*, Yang Luo, Mingyuan Xia, Wei Dong, Chun Chen, Xue Liu. "AdSherlock: Efficient and Deployable Click Fraud Detection for Mobile Applications", IEEE Transactions on Mobile Computing (TMC), 20(4): 1285-1297, 2019.
- [ToN] Huikang Li, Yi Gao*, Wei Dong*, Chun Chen. "Preferential Link Tomography in Dynamic Networks", IEEE/ACM Transactions on Networking (ToN), 5(27):1801-1814, 2019.
- [TMC] Wei Dong, Gonglong Chen, Xiaoyu Zhang, Yi Gao*. "Trading Routing Diversity for Better Network Performance", IEEE Transactions on Mobile Computing (TMC), 18(6):1433-1446, 2019.
- [ToN] Wei Dong, Chenhong Cao, Xiaoyu Zhang, Yi Gao*. "Understanding Path Reconstruction Algorithms in Multihop Wireless Networks", IEEE/ACM Transactions on Networking (ToN), 1(27):1-14, 2019.
- [ToN] Yi Gao, Yuan Jin, Wei Dong*. "UniROPE: Universal and Robust Packet Trajectory Tracing for Software-Defined Networks", IEEE/ACM Transactions on Networking (ToN), 26(6): 2515-2527, 2018.
- [ToN] Huikang Li, Yi Gao*, Wei Dong, Chun Chen. "Taming Both Predictable and Unpredictable Link Failures for Network Tomography", IEEE/ACM Transactions on Networking (ToN), 2018.
- [TMC] Yi Gao, Wei Dong*, Haocheng Huang, Jiajun Bu, Chun Chen, Mingyuan Xia, Xue Liu. "Whom to Blame? Automatic Diagnosis of Performance Bottlenecks on Smartphones", IEEE Transactions on Mobile Computing (TMC), 16(6):1773-1785, 2017.
- [ToN] Wei Dong, Yi Gao*, Wenbin Wu, Jiajun Bu, Chun Chen, Xiangyang Li. "Optimal Monitor Assignment for Preferential Link Tomography in Communication Networks", IEEE/ACM Transactions on Networking (ToN), 25(1): 210-223, 2017.
- [ToN] Yi Gao, Wei Dong*, Chun Chen, Xiaoyu Zhang, Jiajun Bu, Xue Liu. "Accurate Per-Packet Delay Tomography in Wireless Ad-hoc Networks", IEEE/ACM Transactions on Networking (ToN), 25(1): 480-491, 2017.
- [ToN] Wei Dong, Jie Yu, Jiliang Wang, Xuefeng Zhang, Yi Gao, Chun Chen, Jiajun Bu. "Accurate and Robust Time Reconstruction for Deployed Sensor Networks", IEEE/ACM Transactions on Networking (ToN), 24(4): 2372-2385, 2016.
- [ToN] Yi Gao, Wei Dong*, Wenbin Wu, Chun Chen, Xiangyang Li, Jiajun Bu. "Scalpel: Scalable Preferential Link Tomography Based on Graph Trimming", IEEE/ACM Transactions on Networking (ToN), 24(3): 1392-1403, 2016.
- [ToN] Yi Gao, Wei Dong*, Chun Chen, Jiajun Bu, Wenbin Wu, Xue Liu. "iPath: Path Inference in Wireless Sensor Networks", IEEE/ACM Transactions on Networking (ToN), 24(1): 517-528, 2016.
- [TC] Yi Gao, Wei Dong*, Chun Chen, Jiajun Bu, Xue Liu. "Towards Reconstructing Routing Paths in Large Scale Sensor Networks", IEEE Transactions on Computers (TC), 65(1): 281-293, 2016.
- [TPDS] Yi Gao, Jiajun Bu, Wei Dong*, Chun Chen, Lei Rao, Xue Liu. "Exploiting Concurrency for Efficient Dissemination in Wireless Sensor Networks", IEEE Transactions on Parallel and Distributed Systems (TPDS), 24(4): 691-700, 2013.
- [TMC] Wei Dong, Chun Chen, Xue Liu, Jiajun Bu, Yi Gao. "A Lightweight and Density-Aware Reprogramming Protocol for Wireless Sensor Networks", IEEE Transactions on Mobile Computing (TMC), 10(10):1403-1415, 2011.