Junfeng Guan

Hi, I’m Junfeng (Jayden) Guan

I am a Wireless Research Engineer at Bosch Research, Sunnyvale, USA.
After finishing my PhD at University of Illinois Urbana-Champaign (UIUC) in 2022, I worked as a postdoctoral researcher at École Polytechnique Fédérale de Lausanne (EPFL) in Lausanne Switzerland.

My research interests are in the area of wireless and radar sensing systems, Integrated Sensing and Communication (ISAC), and enabling AI to understand the physical world from multimodal sensor data.

jguan1019@gmail.com

Education

École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
Postdoctoral Researcher, 2023-2024
Laboratory of Sensing and Networking Systems (SENS)

University of Illinois Urbana-Champaign, Champaign, IL, USA
Doctor of Philosophy, 2017-2022
Electrical and Computer Engineering
Advisor: Haitham Hassanieh

University of Illinois Urbana-Champaign, Champaign, IL, USA
Bachelor of Science, 2013-2017
Electrical Engineering

Selected Research Projects

Millimeter-Wave Radar Perception

Bootstrapping Autonomous Radars with Self-Supervised Learning
Y. Hao*, S. Madani*, J. Guan, M. Alloulah, S. Gupta, and H. Hassanieh
* co-primary first authors
CVPR 2024

Accurate Detection Using Multi-Resolution Cascaded MIMO Radar
J. Guan*, S. Madani*, W. Ahmed*, S. Gupta, and H. Hassanieh
* indicates equal contribution
ECCV 2022 / Paper / Supp / Slides / Video

Exploiting Virtual Array Diversity for Accurate Radar Detection
J. Guan, S. Madani, W. Ahmed, S. Hussein, S. Gupta, and H. Hassanieh
ICASSP 2023 / Paper / Video

Through Fog High Resolution Imaging Using Millimeter Wave Radar
J. Guan, S. Madani, S. Jog, S. Gupta, and H. Hassanieh
CVPR 2020 / Paper / Supp / Slides

MEMS Spike-Train Filter Enhanced Wireless Sensing and Localization

Enabling IoT Self-Localization Using Ambient 5G Signals
S. Jog, J. Guan, S. Madani, R. Lu, S. Gong, and H. Hassanieh
NSDI 2022 / Paper / Slides

Enabling IoT Self-Localization Using Ambient 5G mmWave Signals
J. Guan, S. Jog, S. Madani, R. Lu, S. Gong, and H. Hassanieh
SIGCOMM 2022 Poster / Abstract / Poster

Efficient Wideband Spectrum Sensing Using MEMS Acoustic Resonators
J. Guan, J. Zhang, R. Lu, H. Seo, J. Zhou, S. Gong, and H. Hassanieh
NSDI 2021 / Paper / Slides / Video
ACM SIGMOBILE Research Highlights

Joint Communication and Sensing in mmWave 5G/6G Networks

3D Imaging Using Millimeter Wave 5G Signal Reflections
J. Guan, A. Paidimarri, A. Valdes-Garcia, and B. Sadhu
IEEE TMTT 2021 / Paper

3D Imaging using 5G Signals
J. Guan, A. Paidimarri, A. Valdes-Garcia, and B. Sadhu
RFIC 2020 / Paper
Best Industrial Paper Finalists

Acoustic Internet of Things

WINC: A Wireless IoT Network for Multi-Noise Source Cancellation
I. Janveja, J. Wang, J. Guan, S. Jog, and H. Hassanieh
IPSN 2023 / Paper / Slides

MUTE: Bringing IoT to Noise Cancellation
S. Shen, N. Roy, J. Guan, H. Hassanieh, and R. Choudhury
SIGCOMM 2018 / Paper / Slides / Video

Experience

Nokia Bell Labs, Jun. 2021 - Aug. 2021
Radio Systems Bell Labs Summer Intern
Murray Hill, New Jersey (Remote)

IBM Research, May. 2019 - Aug. 2019
Graduate Research Intern
IBM Thomas J. Watson Research Center, New York