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Zhongyue Zhang

3 accepted papers

2025

RiboFlow: Conditional De Novo RNA Co-Design via Synergistic Flow Matching

NeurIPS 2025poster

Ribonucleic acid (RNA) binds to molecules to achieve specific biological functions. While generative models are advancing biomolecule design, existing methods for designing RNA that target specific ligands face limitations in capturing RNA’s conformational flexibility, ensuring structural validity,…

Cited by 0SourceScholar
2019

Bag of Tricks for Image Classification with Convolutional Neural Networks

CVPR 2019poster

Much of the recent progress made in image classification research can be credited to training procedure refinements, such as changes in data augmentations and optimization methods. In the literature, however, most refinements are either briefly mentioned as implementation details or only visible in…

Cited by 2019PDFcodeScholar
2018

Context Encoding for Semantic Segmentation

CVPR 2018poster

Recent work has made significant progress in improving spatial resolution for pixelwise labeling with Fully Convolutional Network (FCN) framework by employing Dilated/Atrous convolution, utilizing multi-scale features and refining boundaries. In this paper, we explore the impact of global contextua…