News

I am currently recruiting well motivated and dedicated Ph.D. students and Master students! Visiting and undergraduate students are also welcome!

 

  • [Sept. 2020] CCF-Ant Group awarded Jiadi's research project on Mobile Sensing.

  • [Sept. 2020] Prof.Jiadi Yu was invited to give a talk on Youth Forum of CWSN 2020.

  • [Jul. 2020] My advised PhD student, Li Lu, receives the Shanghai Outstanding Graduate on 2020.

  • [Jun. 2020] My advised PhD student, Li Lu, successfully defended his doctor dissertation on May. 12th, 2020.

  • [Apr. 2020] One paper is accepted to ACM UbiComp 2020.

 

More>>

Biography

Dr. Yu is currently an Associate Professor in Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China. Prior to join Shanghai Jiao Tong University,  he was at Stevens Institute of Technology, USA as a Postdoc. Dr. Yu received the PhD degree in computer science from Shanghai Jiao Tong University, China, in 2007. Dr. Yu has published more than 100 refereed papers in international leading journals and key conferences in the areas of wireless communications and networking, mobile computing, and security & privacy. He is the inventor of more than 20 granted and 10 pending patents. Dr. Yu received the Second Class Award in Scientific and Technological Progress by Shanghai in 2017, 2018,respectively. His current research interests include mobile computing and sensing, cyber security and privacy, internet of Things (IoT), smart healthcare.

Research

My Research Interests
  • Mobile computing and sensing

  • Cyber security and privacy

  • Internet of Things (IoT)

  • Smart healthcare

 

My research style is interdisciplinary in general. Particularly, I am leveraging machine learning and data analytics related techniques to tackle the healthcare, sensing, security, system, network related problems. My work has a strong and balanced emphasis on algorithm development, system implementation and validation with real-world scenarios.

 

On-going Funded Research Projects
  • • Research on Sensing Vehicle Driving Behaviors based on Audio Signals, National Natural Science Foundation of China (NSFC) (No.61772338), PI, Duration:2018-2021

  • • Research on Intelligent Urban Sanitation Operation Coupled System based on IoT,Big Data and Cloud Computing, National Key R&D Program of China (No.2018YFC1900700), co-PI, Duration:2018-2022

  • • Research on Secure Information Service and Big Data Application Key Technology, National Key R&D Program of China (No.2017YFC0803700), co-PI, Duration:2018-2020

  • • Research on Cooperative Active Safety in vehicular networks, International Cooperation and Exchange of the National Natural Science Foundation of China (No.61420106010), co-PI, Duration:2015-2019
  • • Development of Wave powered Ocean Observation Profiler, Key Scientific Research Instrument Development of the National Natural Science Foundation of China (No.61827810), co-PI, Duration:2019-2023

 

More detail can be found in research overview.

Publications    

Selected Conference Papers
  • [ACM MobiCom] Xiangyu Xu, Jiadi Yu, Yingying Chen, Qin Hua, Yanmin Zhu, Yi-Chao Chen, and Minglu Li, "TouchPass: Towards Behavior-irrelevant on-touch User Authentication on Smartphones Leveraging Vibrations," Proceedings of the ACM mobicom 2020, London, UK, 2020.
  • [ACM UbiComp] Li Lu, Jiadi Yu, Yingying Chen, Yan Wang, "VocalLock: Sensing Vocal-Tract Behavior for Passphrase-Independent User Authentication Leveraging Acoustic Signals on Smartphones," Proceedings of the ACM on Interactive, Mobile, Wearable, and Ubiquitous Computing (IMWUT), 2020.
  • [ACM SenSys] Bai Yang, Jian Liu, Li Lu, Yilin Yang, Yingying Chen, Jiadi Yu, "Enabling Inaudible Acoustic Communication with High-throughput for Mobile Devices," Proceedings of the ACM SenSys 2020, Yokohama, Japan, 2020.
  • [ACM UbiComp] Yongzhao Zhang, Wei-Hsiang Huang, Chih-Yun Yang, Yi-Chao Chen, Chuang-Wen You, Da-Yuan Huang, Guangtao Xue, and Jiadi Yu, "ENDOPHASIA: Utilizing Acoustic-Based Imaging for Dropping Contact-Free Silent Speech Commands," Proceedings of the ACM on Interactive, Mobile, Wearable, and Ubiquitous Computing (IMWUT), 2020.
  • [IEEE InfoCom] Tianming Zhao, Yan Wang, Jian Liu, Yingying Chen, Jerry Cheng, and Jiadi Yu, "TrueHeart: Continuous Authentication on Wrist-worn Wearables Using PPG-based Biometrics," in Proceedings of IEEE InfoCom 2020, Beijing, China, 2020.
  • [IEEE InfoCom] Lanqing Yang, Yi-Chao Chen, Hao Pan, Dian Ding, Guangtao Xue, Linghe Kong, Jiadi Yu, and Minglu Li, "MagPrint: Deep Learning Based User Fingerprinting Using Electromagnetic Signals," in Proceedings of IEEE InfoCom 2020, Beijing, China, 2020.
  • [ACM UbiComp] Li Lu, Jiadi Yu, Yingying Chen, Yanmin Zhu, and Minglu Li, "I^3: Sensing Scrolling Human-Computer Interactions for Intelligent Interest Inference on Smartphones," Proceedings of the ACM on Interactive, Mobile, Wearable, and Ubiquitous Computing (IMWUT), 2019.
  • [ACM MobiHoc] Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Linghe Kong, and Minglu Li, "FingerPass: Finger Gesture-based Continuous User Authentication for Smart Homes Using Commodity WiFi, " in Proceedings of ACM MobiHoc 2019, Catania, Italy, 2019.
  • [ACM MobiSys] Xiangyu Xu, Jiadi Yu, Yingying Chen, Yanmin Zhu, Linghe Kong, and Minglu Li, "BreathListener: Fine-grained Breathing Monitoring in Driving Environments Utilizing Acoustic Signals," in Proceedings of ACM MobiSys 2019, Seoul, South Korea, 2019.
  • [IEEE InfoCom] Li Lu, Jiadi Yu, Yingying Chen, Yanmin Zhu, Xiangyu Xu, Guangtao Xue and Minglu Li, "KeyListener: Inferring Keystrokes on QWERTY Keyboard of Touch Screen through Acoustic Signals," in Proceedings of IEEE InfoCom 2019, Paris, France, 2019.
  • [IJCAI] Yanan Xu, Yanmin Zhu, Yanyan Shen, and Jiadi Yu, "Learning Shared Vertex Representation in Heterogeneous Graphs with Convolutional Networks for Recommendation," in Proceedings of IJCAI, Macao, China, 2019.
  • [IEEE ICNP]Yifeng Cao, Zhe Wang, Linghe Kong, Guihai Chen, Jiadi Yu, Shaojie Tang, Yingying Chen "Forward the Collision Decomposition in ZigBee," in Proceedings of IEEE ICNP 2019, Chicago, Illinois, USA, 2019.
  • [IEEE InfoCom] Li Lu, Jiadi Yu, Yingying Chen, Hongbo Liu, Yanmin Zhu, Yunfei Liu and Minglu Li, "LipPass: Lip Reading-based User Authentication on Smartphones Leveraging Acoustic Signals," in Proceedings of IEEE InfoCom 2018, Honolulu, HI, USA, 2018.
  • [IEEE ICDE] Bowen Zhang, Yanyan Shen, Yanmin Zhu, and Jiadi Yu, "A GPU-accelerated Framework for Processing Trajectory Queries," in Proceedings of IEEE ICDE 2018, Paris, Franch, April 2018.
  • [IEEE InfoCom] Xiangyu Xu, Hang Gao, Jiadi Yu, Yingying Chen, Yanmin Zhu, Guangtao Xue, and Minglu Li, "ER: Early Recognition of Inattentive Driving Leveraging Audio Devices on Smartphones," in Proceedings of IEEE InfoCom 2017, Atlanta, GA, USA, 2017.
  • [IEEE InfoCom] Juan Li,Yanmin Zhu,Jiadi Yu,Chengnian Long,Guangtao Xue,and Shiyou Qian, "Online Auction for IaaS Clouds: towards Elastic User Demands and Weighted Heterogeneous VMs," in Proceedings of IEEE InfoCom 2017, Atlanta, GA, USA, 2017.
  • [IEEE InfoCom] Zhichen Wu, Jianda Li, Jiadi Yu, Yanmin Zhu, Guangtao Xue, and Minglu Li, "L3: Sensing Driving Conditions for Vehicle Lane-Level Localization on Highways," in Proceedings of IEEE InfoCom, San Francisco, USA, 2016.
  • [ACM SenSys] Jiadi Yu, Jiaming Zhao, Yingying Chen, Jie Yang, " Sensing Ambient Light for User Experience-Oriented Color Scheme Adaptation on Smartphone Displays," in Proceedings of ACM SenSys, Seoul, South Korea, 2015.

 

Selected Journal Papers
  • [IEEE TMC] Xiangyu Xu, Jiadi Yu, and Yingying Chen "Leveraging Acoustic Signals for Fine-grained Breathing Monitoring in Driving Environments," IEEE Transactions on Mobile Computing, 2020.
  • [IEEE TMC] Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, and Feilong Tang "Continuous Authentication through Finger Gesture Interaction for Smart Homes Using WiFi," IEEE Transactions on Mobile Computing, 2020.
  • [IEEE/ACM ToN] Zhe Wang, Yifeng Cao, Linghe Kong, Guihai Chen, Jiadi Yu, Shaojie Tang, and Yingying Chen "Reference Waveforms Forward Concurrent Transmissions in ZigBee Communications," IEEE/ACM Transactions on Networking, 2020.
  • [IEEE TMC] Jiadi Yu, Li Lu, Yingying Chen, Yanmin Zhu, and Linghe Kong, "An Indirect Eavesdropping Attack of Keystrokes on Touch Screen through Acoustic Sensing," IEEE Transactions on Mobile Computing, 2020.
  • [ACM TKDD] Yanan Xu, Yanmin Zhu,Yanyan Shen, Jiadi Yu, "AR2Net: An Attentive Neural Approach for Business Location Selection with Satellite Data and Urban Data," ACM Transactions on Knowledge Discovery from Data, 2020.
  • [IEEE TMC] Xiangyu Xu,Jiadi Yu, Yingying Chen, Yanmin Zhu, and Minglu Li, "Leveraging Acoustic Signals for Vehicle Steering Tracking with Smartphones," IEEE Transactions on Mobile Computing, 2019.
  • [IEEE/ACM ToN] Li Lu, Jiadi Yu, Yingying Chen, Hongbo Liu, Yanmin Zhu, Linghe Kong, and Minglu Li, " Lip Reading-based User Authentication through Acoustic Sensing on Smartphones," IEEE/ACM Transactions on Networking, 2019.
  • [ACM TKDD] Yanan Xu, Yanmin Zhu,Yanyan Shen, Jiadi Yu, "Fine-Grained Air Quality Inference with Remote Sensing Data and Ubiquitous Urban Data," ACM Transactions on Knowledge Discovery from Data, 2019.
  • [IEEE TKDE] Yanyan Shen,Bowen Zhang, Yanmin Zhu, and Jiadi Yu, " GAT: A Unified GPU-accelerated Framework for Processing Batch Trajectory Queries," IEEE Transactions on Knowledge and Data Engineering, 2019.
  • [IEEE TPDS] Li Lu,Jiadi Yu, Yanmin Zhu, and Minglu Li, "A Double Auction Mechanism to Bridge Users’ Task Requirements and Providers’ Resources in Two-Sided Cloud Marketst," IEEE Transactions on Parallel and Distributed Systems, 2018.
  • [IEEE TMC] Xiangyu Xu,Jiadi Yu, Yanmin Zhu, Zhichen Wu, Jianda Li, and Minglu Li, "Leveraging Smartphones for Vehicle Lane-Level Localization on Highways," IEEE Transactions on Mobile Computing, 2018.
  • [IEEE TMC] Xiangyu Xu,Jiadi Yu, Yingying Chen, Yanmin Zhu, Shiyou Qian, and Minglu Li, "Leveraging Audio Signals for Early Recognition of Inattentive Driving with Smartphones," IEEE Transactions on Mobile Computing, 2018.
  • [IEEE TIFS] Jianhua Liu,and Jiadi Yu, "Energy-efficient Two-layer Cooperative Defense Scheme to Secure Sensor-Clouds," IEEE Transactions on Information Forensics and Security, 2018.
  • [IEEE TPDS] Juan Li,Yanmin Zhu, Jiadi Yu, Chengnian Long,Guangtao Xue,and Shiyou Qian, "Online Auction for IaaS Clouds: towards Elastic User Demands and Weighted Heterogeneous VMs," IEEE Transactions on Parallel and Distributed Systems, 2018.
  • [IEEE TMC] Jiadi Yu, Zhongyang Chen, Yanmin Zhu, Yingying Chen, Linghe Kong, Minglu Li, "Fine-grained Abnormal Driving Behaviors Detection and Identification with Smartphones," IEEE Transactions on Mobile Computing, 2017.
  • [IEEE TMC] Jiadi Yu, Yingying Chen, and Jianda Li, "Color Scheme Adaptation to Enhance User Experience on Smartphone Displays Leveraging Ambient Light," IEEE Transactions on Mobile Computing, 2017.
  • [IEEE TMC] Juan Li,Yanmin Zhu,Jiadi Yu, "Crowdsourcing Sensing to Smartphones: A Randomized Auction Approach," IEEE Transactions on Mobile Computing, 2017.
  • [IEEE TMC] Guangtao Xue, Hongzi Zhu, Zhenxian Hu, Wen Zhuo, Chao Yang, Yanmin Zhu, Jiadi Yu, Yuan Luo, "Pothole in the Dark: Perceiving Pothole Profiles with Participatory Urban Vehicles," IEEE Transactions on Mobile Computing, 2017.
  • [IEEE TMC] Jiadi Yu, Hongzi Zhu, Haofu Han, Yingying Chen, Jie Yang, Yanmin Zhu, Zhongyang Chen, Guangtao Xue, and Minglu Li, "SenSpeed: Sensing Driving Conditions to Estimate Vehicle Speed in Urban Environments," IEEE Transactions on Mobile Computing, 2016.
  • [IEEE TMC] Jiadi Yu, Haofu Han, Hongzi Zhu, Yingying Chen, Jie Yang, Yanmin Zhu, Guangtao Xue, and Minglu Li, "Sensing Human-Screen Interaction for Energy-Efficient Frame Rate Adaptation on Smartphones," IEEE Transactions on Mobile Computing, 2015.

 

A full list of publications

Students

Hua Xue

Ph.D. Student (2015-present)
Research Interest: Wireless sensing and communications

Hao Kong

Ph.D. Student (2018-present)
Research Interest: Mobile security and privacy

Xiangyu Xu

Ph.D. Student (2016-present)
Research Interest: Mobile sensing and computing

Yunzhong Chen

Ph.D. Student (2020-present)
Research Interest: Smart health

Xiaodan Wang

Master Student (2019-present)
Research Interest: Mobile sensing and computing

Yunfan He

Master Student (2020-present)
Research Interest: Internet of Things (IoT)

Shui Long

Master Student (2019-present)
Research Interest: Internet of Things (IoT)

More information related to the students that I have supervised

Media Coverage

 

More information about the media coverage.

Award & Honor

  • [Dec. 2019] The Second Class Award (the 3rd awardee) in Natural Science Award by Shanghai (上海市自然科学二等奖),China, 2019 - "Mobile Network Optimization Theory and Method based on Multidimensional Cognition"

  • [Oct. 2019] The Best student Paper Award, IEEE ICPADS, 2019 - "Optimizing the Waiting Time of Sensors in a MANET to Strike a Balance between Energy Consumption and Dada Timeliness".

  • [Oct. 2019] The Best Poster Award, ACM MobiCom, 2019 - "Inaudible High-throughput Communication Through Acoustic Signals".

  • [Dec. 2018] The Second Class Award in Scientific and Technological Progress by Shanghai (上海市科技进步二等奖),China, 2018 - "Personalized, Intelligent Service Technology and its Application in Online Travel Service"

  • [Dec. 2017] The Second Class Award in Scientific and Technological Progress by Shanghai (上海市科技进步二等奖),China, 2017 - "Intelligent Operation and Maintenance Technology and System on Large-scale complex environments".

Professional Activities

Editorial Board
  • • Associate Editor, Elsevier Smart health (2019-present).

 

Conference Organization
  • • Publicity Co-Chair: IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN), 2019.

  • • Publicity Co-Chair: the 12th ACM Conference on Security and Privacy in Wireless and Mobile Networks (ACM WiSec), 2019.

  • • Local Arrangement Chair: CCGrid, 2009

  • • Local Arrangement Chair: HPSR, 2008

 

Technical Program Committees
  • • TPC Member: IEEE International Conference on Computer Communications (IEEE INFOCOM), 2016-2020.

  • • TPC Member: MobiSPC, 2014-2017.

  • • TPC Member: I-SPAN, 2017.

  • • TPC Member: IEEE ICCCN, 2014-2016.

  • • TPC Member: IEEE ICPADS, 2014, 2019.