Paul Bogdan
Jack Munushian Early Career Chair and Associate Professor of Electrical and Computer Engineering and Computer Science
Develops mathematical and machine learning models of complex networked and cyber-physical systems, including brain and biological networks.
Paul Bogdan's lab at USC works on computational neuroscience & cognition. 8 papers since 2023, 4 at top venues, mostly ACC and ICASSP. 12 PhD students. 11 alumni, most often to Amazon and Microsoft. Applications close .
At a glance
- papers, 2023–2026
- 2/ year
- at T1 venues
- 50%
- PhD students
- 12
- MS students
- 0
- alumni listed
- 11
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 0 papers2025 · T1 0
- 0 papers2024 · T1 0
- 8 papers2023 · T1 4
T1 venuesOtherVenues: ACC, ICASSP, ICLR, ICML, PNAS
Research focuspaper titles that use each topic's words
- Computational neuroscience & cognition0 papers
- biological0 papers
- complex0 papers
- cyber-physical systems0 papers
- mathematical0 papers
Paper list
From the lab homepage.
20238 papers
- To appear in Transactions on Automatic ControlA scalable distributed dynamical systems approach to learn the strongly connected components and diameter of networks (opens in a new tab)
- PNAS (T1)Anatomically interpretable deep learning of brain age captures domain-specific cognitive impairment (opens in a new tab)
- ICLR (T1)Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations (opens in a new tab)
- Advanced ScienceFractional Dynamics Foster Deep Learning of COPD Stage Prediction (opens in a new tab)
- ICML (T1)Generative Decoding of Visual Stimuli (opens in a new tab)
- ACCMitigating Epilepsy by Stabilizing Linear Fractional-Order Systems (opens in a new tab)
- IEEE Transactions on Dependable and Secure ComputingPhasor Measurement Unit Change-Point Detection of Frequency Hurst Exponent Anomaly with Time-to-Event (opens in a new tab)
- ICASSP (T1)Raising The Limit of Image Rescaling Using Auxiliary Encoding (opens in a new tab)
Where alumni went11 listed, 83% to industry
Industry 5Academia 1
Most often to
- Amazon
- Microsoft
- SaaS Cloud Security Senior Software Engineer at Oracle
Apply to USCFall 2027
Computer Science PhD (Viterbi)
- Round
- Single round (Dec 15)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Confirmed on the program page.
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Data
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- Papers
- The lab homepage
- Members
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Tiers are venue classifications, not lab rankings.
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