Search Results for author: Lei Duan

Found 8 papers, 6 papers with code

SCOP: A Sequence-Structure Contrast-Aware Framework for Protein Function Prediction

1 code implementation18 Nov 2024 Runze Ma, Chengxin He, Huiru Zheng, Xinye Wang, Haiying Wang, Yidan Zhang, Lei Duan

Existing approaches mostly focus on protein sequences or topological structures, while rarely exploiting the spatial properties and ignoring the relevance between sequence and structure information.

Drug Discovery Protein Function Prediction

Fast Asymmetric Factorization for Large Scale Multiple Kernel Clustering

1 code implementation26 May 2024 Yan Chen, Liang Du, Lei Duan

In response, Multiple Kernel Clustering (MKC) has emerged as a solution, allowing the fusion of information from multiple base kernels for clustering.

Clustering

Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation

no code implementations16 Jan 2024 Lei Duan, Ziyang Jiang, David Carlson

We show that the proposed data augmentation strategy helps enhance the performance of the state-of-the-art convolutional neural network-random forest (CNN-RF) model by a reasonable amount, resulting in a noteworthy improvement in spatial correlation and a reduction in prediction error.

Data Augmentation Pseudo Label +1

Probing the superconducting gap structure in the noncentrosymmetric topological superconductor ZrRuAs

no code implementations20 Jan 2021 Debarchan Das, D. T. Adroja, M. R. Lees, R. W. Taylor, Z. S. Bishnoi, V. K. Anand, A. Bhattacharyya, Z. Guguchia, C. Baines, H. Luetkens, G. B. G. Stenning, Lei Duan, Xiancheng Wang, Changqing Jin

The superconducting gap structure of a topological crystalline insulator (TCI) candidate ZrRuAs ($T^{\rm on}_{\rm c}$ = 7. 9(1) K) with a noncentrosymmetric crystal structure has been investigated using muon spin rotation/relaxation ($\mu$SR) measurements in transverse-field (TF) and zero-field (ZF) geometries.

Superconductivity Strongly Correlated Electrons

Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos

1 code implementation1 Nov 2018 Ying Tai, Yicong Liang, Xiaoming Liu, Lei Duan, Jilin Li, Chengjie Wang, Feiyue Huang, Yu Chen

In recent years, heatmap regression based models have shown their effectiveness in face alignment and pose estimation.

Face Alignment Pose Estimation +3

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