Email: ang.li630@duke.edu

Address: 701 W Main St Ste 400,
Durham, NC 27701

Biography

I am Ang Li, a Ph.D. student in the Department of Electrical and Computer Engineering at Duke University under the supervision of Professor Yiran Chen and Hai “Helen” Li in Duke CEI Lab My primary research focuses on deep learning systems on mobile and IoT platform. I received Ph.D. in Computer Science from University of Arkansas in 2018, M.E. in Software Engineering from Peking University in 2013 and B.S. in Computer Science from Henan University in 2010.

 

Publications

  1. PRIC: A Privacy-Respecting Image Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations
    Ang Li, Yixiao Duan, Huanrui Yang, Jianlei Yang and Yiran Chen,
    Workshop on ML for Systems co-located with 2019 Conference on Neural Information Processing Systems (NeurIPS).
  2. DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification
    Ang Li, Jiayi Guo, Huanrui Yang and Yiran Chen,
    Workshop on Privacy in Machine Learning co-located with 2019 Conference on Neural Information Processing Systems (NeurIPS).
  3. An Efficient Mobile-Edge Collaborative System for Video Photorealistic Style Transfer
    Ang Li, Chunpeng Wu, Yiran Chen and Bin Ni,
    Workshop on Computing Architecture for Edge Computing (ArchEdge) co-located with 2019 ACM/IEEE Symposium on Edge Computing (SEC) (Best Student Poster Award).
  4. Efficiently Learning a Robust Self-Driving Modelwith Neuron Coverage Aware Adaptive Filter Reuse
    Chunpeng Wu, Ang Li, Bing Li and Yiran Chen,
    2019 IEEE International Workshop on Signal Processing Systems.
  5. MobiEye: An Efficient Cloud-based Video Detection System for Real-time Mobile Applications
    Jiachen Mao, Qing Yang, Ang Li, Hai Li and Yiran Chen,
    2019 56th Annual Design Automation Conference (DAC).
  6. HideMe: Privacy-Preserving Photo Sharing on Social Networks
    Fenghua Li, Zhe Sun, Ang Li, Ben Nil, Hui Li and Guohong Cao,
    2019 IEEE International Conference on Computer Communications (INFOCOM).
  7. Privacy-Preserving Multiparty Learning For Logistic Regression
    Wei Du, Ang Li and Qinghua Li,
    2018 EAI International Conference on Security and Privacy in Communication Networks (SecureComm).
  8. Politecamera: Respecting strangers’ privacy in mobile photographing
    Ang Li, Wei Du and Qinghua Li,
    2018 EAI International Conference on Security and Privacy in Communication Networks (SecureComm).
  9. Privacy-Preserving Outsourcing of Large-Scale Nonlinear Programming to the Cloud
    Ang Li, Wei Du and Qinghua Li,
    2018 EAI International Conference on Security and Privacy in Communication Networks (SecureComm).
  10. PhotoSafer: Content-Based and Context-Aware Private Photo Protection for Smartphones
    Ang Li, David Darling and Qinghua Li,
    2018 IEEE Symposium on Privacy-Aware Computing (PAC).
  11. Access Control for Distributed Processing Systems: Use Cases and General Considerations
    Ang Li, Qinghua Li, and Vincent C. Hu,
    2017 IEEE International Conference on Collaboration and Internet Computing (CIC).
  12. A Home Security System Based on Smartphone Sensors
    Michael Mahler, Qinghua Li, and Ang Li,
    2017 IEEE International Conference on Pervasive Computing and Communications (PerCom).
  13. PrivacyCamera: Privacy-Aware Photographing with Mobile Phones
    Ang Li, Qinghua Li, and Wei Gao,
    2016 IEEE International Conference on Sensing, Communication and Networking (SECON).
  14. Evaluating the Capability and Performance of Access Control Policy Verification Tools
    Ang Li, Qinghua Li, Vincent C. Hu, and Jia Di,
    2015 IEEE Military Communications Conference (MILCOM).

Pre-print

  1. DeepObfuscator: Adversarial Training Framework for Privacy-Preserving Image Classification(under review)
    Ang Li, Jiayi Guo, Huanrui Yang and Yiran Chen.