User profiles for Shengyun Peng

ShengYun Peng

Georgia Tech
Verified email at gatech.edu
Cited by 264

A virus or more in (nearly) every cell: ubiquitous networks of virus–host interactions in extreme environments

JH Munson-McGee, S Peng, S Dewerff… - The ISME …, 2018 - academic.oup.com
The application of viral and cellular metagenomics to natural environments has expanded our
understanding of the structure, functioning, and diversity of microbial and viral communities…

DSiamMFT: An RGB-T fusion tracking method via dynamic Siamese networks using multi-layer feature fusion

X Zhang, P Ye, S Peng, J Liu, G Xiao - Signal Processing: Image …, 2020 - Elsevier
The task of object tracking is very important since its various applications. However, most
object tracking methods are based on visible images, which may fail when visible images are …

SiamFT: An RGB-infrared fusion tracking method via fully convolutional Siamese networks

X Zhang, P Ye, S Peng, J Liu, K Gong, G Xiao - IEEE Access, 2019 - ieeexplore.ieee.org
Object tracking based on visible images may fail when the visible images are unreliable, for
example when the illumination condition is poor. Infrared images reveal thermal radiation of …

Complex marine microbial communities partition metabolism of scarce resources over the diel cycle

…, FO Aylward, JM Eppley, A Vislova, S Peng… - Nature Ecology & …, 2022 - nature.com
Complex assemblages of microbes in the surface ocean are responsible for approximately
half of global carbon fixation. The persistence of high taxonomic diversity despite competition …

Robust principles: Architectural design principles for adversarially robust cnns

SY Peng, W Xu, C Cornelius, M Hull, K Li… - arXiv preprint arXiv …, 2023 - arxiv.org
Our research aims to unify existing works' diverging opinions on how architectural components
affect the adversarial robustness of CNNs. To accomplish our goal, we synthesize a suite …

Allelic polymorphism shapes community function in evolving Pseudomonas aeruginosa populations

S Azimi, AEL Roberts, S Peng, JS Weitz… - The ISME …, 2020 - academic.oup.com
Pseudomonas aeruginosa is an opportunistic pathogen that chronically infects the lungs of
individuals with cystic fibrosis (CF) by forming antibiotic-resistant biofilms. Emergence of …

Object fusion tracking based on visible and infrared images using fully convolutional siamese networks

…, P Ye, D Qiao, J Zhao, S Peng… - … on information fusion …, 2019 - ieeexplore.ieee.org
Visual tracking is of great importance and thus has attracted a lot of interests in recent years.
However, tracking based on visible images may fail when visible images are not reliable, for …

Diffusion explainer: Visual explanation for text-to-image stable diffusion

S Lee, B Hoover, H Strobelt, ZJ Wang, SY Peng… - arXiv preprint arXiv …, 2023 - arxiv.org
Diffusion-based generative models' impressive ability to create convincing images has
captured global attention. However, their complex internal structures and operations often make …

Leapfrog dynamics in phage‐bacteria coevolution revealed by joint analysis of cross‐infection phenotypes and whole genome sequencing

A Gupta, S Peng, CY Leung, JM Borin… - Ecology …, 2022 - Wiley Online Library
Viruses and their hosts can undergo coevolutionary arms races where hosts evolve increased
resistance and viruses evolve counter‐resistance. Given these arms race dynamics (ARD)…

[HTML][HTML] Disentangling top-down drivers of mortality underlying diel population dynamics of Prochlorococcus in the North Pacific Subtropical Gyre

…, D Muratore, RA Rodriguez-Gonzalez, S Peng… - Nature …, 2024 - nature.com
Photosynthesis fuels primary production at the base of marine food webs. Yet, in many
surface ocean ecosystems, diel-driven primary production is tightly coupled to daily loss. This …