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Zhuohang Li

Ph.D. Student

University of Tennessee, Knoxville

About

I am a 3rd-year Ph.D. student in the Department of Electrical Engineering & Computer Science at the University of Tennessee, Knoxville. I’m currently a member of the MoSIS Lab under the supervision of Prof. Jian Liu.

Interests

  • Machine Learning & Intelligent Systems
  • Cyber-physical Security & Data Privacy
  • Mobile Computing & Mobile Sensing

Education

  • PhD in Computer Science, 2019 - Present

    University of Tennessee, Knoxville

  • MS in Computer Engineering, 2017 - 19

    Rutgers University

  • BS in Electronic Science and Technology, 2014 - 18

    University of Electronic Science and Technology of China

News

  • [Jul 2022] One paper accepted to ECCV 2022.

  • [Jun 2022] One paper accepted to MobiCom 2022.

  • [May 2022] Joined NECLA for the summer as a research intern.

  • [Apr 2022] Received CVPR 2022 Travel Grant Award.

  • [Apr 2022] Received UTK EECS Gonzalez Outstanding GRA Award.

  • [Apr 2022] Received UTK GSS Travel Award.

  • [Apr 2022] Our BioFace-3D paper is selected for SIGMOBILE Research Highlights.

  • [Apr 2022] Two papers accepted to EMBC 2022.

  • [Mar 2022] One paper accepted to CVPR 2022.

  • [Jan 2022] Received ACM MobiCom 2021 Student Travel Grant.

  • [Nov 2021] Received ACM CCS 2021 Student Conference Grant.

  • [Sep 2021] One paper accepted to ICPADS 2021.

  • [Sep 2021] One paper accepted to ACM CCS 2021.

  • [Aug 2021] One paper accepted to ACSAC 2021.

  • [Aug 2021] One paper accepted to MobiCom 2021.

  • [Jan 2021] One paper accepted to Springer JSPS.

  • [Dec 2020] One paper accepted to AAAI 2021.

  • [Oct 2020] Received ACM CCS 2020 Student Conference Grant.

  • [Oct 2020] One poster accepted to SenSys 2020.

  • [Sep 2020] Received UTK Graduate School Fellowship Award.

  • [Sep 2020] One paper accepted to ACM CCS 2020.

  • [Feb 2020] Received “One Time” UTK EECS Fellowship Award.

  • [Feb 2020] Received ACM HotMobile 2020 Student Travel Award.

  • [Jan 2020] One paper accepted to ICASSP 2020.

  • [Dec 2019] One paper accepted to HotMobile 2020.

Web
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Publications

(2022). RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN. In ECCV 2022. (Acceptance rate=28.4%).

(2022). Audio-domain Position-independent Backdoor Attack via Unnoticeable Triggers. In MobiCom 2022. (Acceptance rate=17.8%).

(2022). Fair and Privacy-Preserving Alzheimer's Disease Diagnosis Based on Spontaneous Speech Analysis via Federated Learning. In EMBC 2022.

(2022). Privacy-preserving Speech-based Depression Diagnosis via Federated Learning. In EMBC 2022.

(2022). Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage. In CVPR 2022. (Acceptance rate=25.3%).

PDF Code

(2021). Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates. In ICPADS 2021.

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(2021). Robust Detection of Machine-induced Audio Attacks in Intelligent Audio Systems with Microphone Array. In ACM CCS 2021. (Acceptance rate=22.3%).

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(2021). Time to Rethink the Design of Qi Standard? Security and Privacy Vulnerability Analysis of Qi Wireless Charging. In ACSAC 2021. (Acceptance rate=24.5%).

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(2021). BioFace-3D: Continuous 3D Facial Reconstruction Through Lightweight Single-ear Biosensors. In ACM MobiCom 2021. (Acceptance rate=17.4%).

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(2021). Real-time, Robust and Adaptive Universal Adversarial Attacks Against Speaker Recognition Systems. In Springer JSPS.

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(2021). Enabling Fast and Universal Audio Adversarial Attack Using Generative Model. In AAAI 2021. (Acceptance rate=21%).

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(2020). AdvPulse: Universal, Synchronization-free, and Targeted Audio Adversarial Attacks via Subsecond Perturbations. In ACM CCS 2020. (Acceptance rate=16.9%).

PDF DOI

(2020). Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems. In IEEE ICASSP 2020.

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(2020). Practical Adversarial Attacks Against Speaker Recognition Systems. In ACM HotMobile 2020. (Acceptance rate=33.3%).

PDF DOI

Teaching

  • Teaching Assistant, COSC 426/526: Data Mining and Analytics, University of Tennessee, Knoxville ( Spring 2022 )
  • Teaching Assistant, COSC 423/523: Artificial Intelligence, University of Tennessee, Knoxville ( Fall 2021 )
  • Teaching Assistant, COSC 494/594 Human-AI Interaction, University of Tennessee, Knoxville ( Spring 2021 )
  • Teaching Assistant, COSC 425 Introduction to Machine Learning, University of Tennessee, Knoxville (Fall 2019, Fall 2020)
  • Teaching Assistant, ECE 469/569 Mobile & Embedded System Security, University of Tennessee, Knoxville (Spring 2020)
  • Grading Assistant, ECE 479/574 VLSI Design/CAD VLSI Design, Rutgers University (Fall 2018)

Awards

  • Travel Grant Award, CVPR, 2022
  • Gonzalez Family Outstanding GRA Award, UTK EECS, 2022
  • GSS Travel Award, UTK Graduate Student Senate, 2022
  • SIGMOBILE Research Highlights, ACM SIGMOBILE, 2022
  • Student Travel Grant, ACM MobiCom, 2021
  • Student Conference Grant, ACM CCS, 2020, 2021
  • Graduate School Fellowship Award, UTK, 2020, 2021
  • Student Travel Award, ACM HotMobile, 2020
  • EECS Fellowship Award, UTK, 2020
  • Merit Scholarship, UESTC, 2016
  • Excellent Social Practice Award, UESTC, 2015