Search Results for author: Jia Lu

Found 4 papers, 1 papers with code

Energy landscape reveals the underlying mechanism of cancer-adipose conversion with gene network models

no code implementations22 May 2023 Zihao Chen, Jia Lu, Xing-Ming Zhao, Haiyang Yu, Chunhe Li

Our results revealed the underlying mechanism for intermediate cell states governing the CAC, and identified new potential drug combinations to induce cancer adipogenesis.

MLPSVM:A new parallel support vector machine to multi-label learning

no code implementations13 Apr 2020 Yanghong Liu, Jia Lu, TingTing Li

The problem conversion method Binary Relevance converts a familiar single label into a multi-label algorithm.

Multi-Label Learning

ZerNet: Convolutional Neural Networks on Arbitrary Surfaces via Zernike Local Tangent Space Estimation

1 code implementation3 Dec 2018 Zhiyu Sun, Ethan Rooke, Jerome Charton, Yusen He, Jia Lu, Stephen Baek

In this paper, we propose a novel formulation to extend CNNs to two-dimensional (2D) manifolds using orthogonal basis functions, called Zernike polynomials.

Wall Stress Estimation of Cerebral Aneurysm based on Zernike Convolutional Neural Networks

no code implementations20 Jun 2018 Zhiyu Sun, Jia Lu, Stephen Baek

The problem is well-known to be of a paramount clinical importance, but yet, traditional ConvNets cannot be applied due to the manifold structure of the data, neither does the state-of-the-art geometric ConvNets perform well.

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