no code implementations • 22 Apr 2022 • Xin Li, Hsinchun Chen, Zan Huang, Hua Su, Jesse D. Martinez
In this paper, we propose a comprehensive framework for constructing and analyzing large-scale gene functional networks based on the gene/protein interactions extracted from biomedical literature repositories using text mining tools.
1 code implementation • CVPR 2022 • Tianyang Li, Xin Wen, Yu-Shen Liu, Hua Su, Zhizhong Han
However, the local codes are constrained at discrete and regular positions like grid points, which makes the code positions difficult to be optimized and limits their representation ability.
no code implementations • 29 Nov 2018 • Chunlin Gong, Xu Li, Hua Su, Jinlei Guo, Liangxian Gu
Third, to accelerate the local searching efficiency, searching for a local optimum with sequential quadratic programming (SQP) based on the local surrogate models in the reduced interval, which involves some samples near the current optimum.
no code implementations • 11 May 2018 • Soheil Ghafurian, Peter Orth, Corey Strickland, Hua Su, Sangita Patel, Steven Soisson, Belma Dogdas
We showed that substantial classification accuracy is gained by using such networks compared to two simpler ones previously proposed for this purpose.