Zobrazeno 1 - 10
of 79
pro vyhledávání: '"Zhang, Hengtong"'
Fair machine learning seeks to mitigate model prediction bias against certain demographic subgroups such as elder and female. Recently, fair representation learning (FRL) trained by deep neural networks has demonstrated superior performance, whereby
Externí odkaz:
http://arxiv.org/abs/2309.16487
Autor:
Zhang, Hengtong, Xu, Tingyang
By formulating data samples' formation as a Markov denoising process, diffusion models achieve state-of-the-art performances in a collection of tasks. Recently, many variants of diffusion models have been proposed to enable controlled sample generati
Externí odkaz:
http://arxiv.org/abs/2304.07132
Autor:
Li, Lanqing, Zeng, Liang, Gao, Ziqi, Yuan, Shen, Bian, Yatao, Wu, Bingzhe, Zhang, Hengtong, Yu, Yang, Lu, Chan, Zhou, Zhipeng, Xu, Hongteng, Li, Jia, Zhao, Peilin, Heng, Pheng-Ann
The last decade has witnessed a prosperous development of computational methods and dataset curation for AI-aided drug discovery (AIDD). However, real-world pharmaceutical datasets often exhibit highly imbalanced distribution, which is overlooked by
Externí odkaz:
http://arxiv.org/abs/2209.07921
Molecule generation, especially generating 3D molecular geometries from scratch (i.e., 3D \textit{de novo} generation), has become a fundamental task in drug designs. Existing diffusion-based 3D molecule generation methods could suffer from unsatisfa
Externí odkaz:
http://arxiv.org/abs/2209.05710
Autor:
Wu, Bingzhe, Li, Jintang, Yu, Junchi, Bian, Yatao, Zhang, Hengtong, Chen, CHaochao, Hou, Chengbin, Fu, Guoji, Chen, Liang, Xu, Tingyang, Rong, Yu, Zheng, Xiaolin, Huang, Junzhou, He, Ran, Wu, Baoyuan, Sun, GUangyu, Cui, Peng, Zheng, Zibin, Liu, Zhe, Zhao, Peilin
Deep graph learning has achieved remarkable progresses in both business and scientific areas ranging from finance and e-commerce, to drug and advanced material discovery. Despite these progresses, how to ensure various deep graph learning algorithms
Externí odkaz:
http://arxiv.org/abs/2205.10014
Autor:
Zhang, Hengtong, Gao, Yike, Zhu, Gaolong, Tan, Tiening, Liang, Chengdong, Hao, Shuai, Zhao, Chang, Chen, Wei, Ren, Dongsheng
Publikováno v:
In Chemical Engineering Journal 1 November 2024 499
Publikováno v:
In Composites Science and Technology 20 October 2024 257
Publikováno v:
In Materials & Design August 2024 244
Autor:
Anjum, Shabnam, Wang, Yulin, Xin, Yuan, Li, Xiao, Li, Ting, Zhang, Hengtong, Quan, Liang, Li, Ya, Arya, Dilip Kumar, Rajinikanth, P.S., Ao, Qiang
Publikováno v:
In Materials Today Bio June 2024 26
Publikováno v:
In Automation in Construction January 2024 157