Zobrazeno 1 - 10
of 578
pro vyhledávání: '"GUO, Wentao"'
The field of computer-aided synthesis planning (CASP) has seen rapid advancements in recent years, achieving significant progress across various algorithmic benchmarks. However, chemists often encounter numerous infeasible reactions when using CASP i
Externí odkaz:
http://arxiv.org/abs/2409.04335
Autor:
Xu, Fanjie, Guo, Wentao, Wang, Feng, Yao, Lin, Wang, Hongshuai, Tang, Fujie, Gao, Zhifeng, Zhang, Linfeng, E, Weinan, Tian, Zhong-Qun, Cheng, Jun
The study of structure-spectrum relationships is essential for spectral interpretation, impacting structural elucidation and material design. Predicting spectra from molecular structures is challenging due to their complex relationships. Herein, we i
Externí odkaz:
http://arxiv.org/abs/2408.15681
This study presents a novel fault diagnosis model for urban rail transit systems based on Wavelet Transform Residual Neural Network (WT-ResNet). The model integrates the advantages of wavelet transform for feature extraction and ResNet for pattern re
Externí odkaz:
http://arxiv.org/abs/2406.06031
Polymers are high-molecular-weight compounds constructed by the covalent bonding of numerous identical or similar monomers so that their 3D structures are complex yet exhibit unignorable regularity. Typically, the properties of a polymer, such as pla
Externí odkaz:
http://arxiv.org/abs/2406.04727
Autor:
Guo, Wentao, Long, Jikai, Zeng, Yimeng, Liu, Zirui, Yang, Xinyu, Ran, Yide, Gardner, Jacob R., Bastani, Osbert, De Sa, Christopher, Yu, Xiaodong, Chen, Beidi, Xu, Zhaozhuo
Zeroth-order optimization (ZO) is a memory-efficient strategy for fine-tuning Large Language Models using only forward passes. However, the application of ZO fine-tuning in memory-constrained settings such as mobile phones and laptops is still challe
Externí odkaz:
http://arxiv.org/abs/2406.02913
We introduce the problem of ranking with slot constraints, which can be used to model a wide range of application problems -- from college admission with limited slots for different majors, to composing a stratified cohort of eligible participants in
Externí odkaz:
http://arxiv.org/abs/2310.17870
Publikováno v:
JACS Au 4 (2024) 992-1003
Single-step retrosynthesis (SSR) in organic chemistry is increasingly benefiting from deep learning (DL) techniques in computer-aided synthesis design. While template-free DL models are flexible and promising for retrosynthesis prediction, they often
Externí odkaz:
http://arxiv.org/abs/2309.15798
Publikováno v:
ACL, Innovative Use of NLP for Building Educational Applications Workshop, 2023
(Tack et al., 2023) organized the shared task hosted by the 18th Workshop on Innovative Use of NLP for Building Educational Applications on generation of teacher language in educational dialogues. Following the structure of the shared task, in this s
Externí odkaz:
http://arxiv.org/abs/2307.04274
Autor:
Cooper, A. Feder, Guo, Wentao, Pham, Khiem, Yuan, Tiancheng, Ruan, Charlie F., Lu, Yucheng, De Sa, Christopher
Recent research on online Gradient Balancing (GraB) has revealed that there exist permutation-based example orderings for SGD that are guaranteed to outperform random reshuffling (RR). Whereas RR arbitrarily permutes training examples, GraB leverages
Externí odkaz:
http://arxiv.org/abs/2302.00845
Photo Rater is a computer vision project that uses neural networks to help photographers select the best photo among those that are taken based on the same scene. This process is usually referred to as "culling" in photography, and it can be tedious
Externí odkaz:
http://arxiv.org/abs/2211.14420