15 citations · 15 across the 2 of their papers we have counts for
3 papers
eess.SP2025
GeoPep: A geometry-aware masked language model for protein-peptide binding site prediction
Dian Chen, Yunkai Chen, Tong Lin +2
Multimodal approaches that integrate protein structure and sequence have achieved remarkable success in protein-protein interface prediction. However, extending these methods to pr…
cs.CE2023
Target specific peptide design using latent space approximate trajectory collector
Tong Lin, Sijie Chen, Ruchira Basu +3
Despite the prevalence and many successes of deep learning applications in de novo molecular design, the problem of peptide generation targeting specific proteins remains unsolved.…
cs.CE2020★ 15 cited
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
Zhenguo Nie, Tong Lin, Haoliang Jiang +1
In topology optimization using deep learning, load and boundary conditions represented as vectors or sparse matrices often miss the opportunity to encode a rich view of the design…