1 code implementation • 5 Dec 2024 • Ziyang Jiang, Zach Calhoun, Yiling Liu, Lei Duan, David Carlson
Causal reasoning is often challenging with spatial data, particularly when handling high-dimensional inputs.
1 code implementation • 18 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.
1 code implementation • 26 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.
2 code implementations • 22 Apr 2024 • Dengchun Li, Yingzi Ma, Naizheng Wang, Zhengmao Ye, Zhiyuan Cheng, Yinghao Tang, Yan Zhang, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang
We also propose a new high-throughput framework to alleviate the computation and memory bottlenecks during the training and inference of MOE models.
Ranked #2 on
Question Answering
on SIQA
no code implementations • 16 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.
2 code implementations • 5 Dec 2023 • Zhengmao Ye, Dengchun Li, Zetao Hu, Tingfeng Lan, Jian Sha, Sicong Zhang, Lei Duan, Jie Zuo, Hui Lu, Yuanchun Zhou, Mingjie Tang
In this paper, we present mLoRA, a parallelism-efficient fine-tuning system designed for training multiple LoRA across GPUs and machines.
no code implementations • 20 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
1 code implementation • 1 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.