Concepedia

Shengchao Liu

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Publications

34

Citations

1.9K

H-Index

23

Active since

2018

Affiliations

University of Wisconsin–Madison(Current)

Zhejiang University

Morgridge Institute for Research

University of Nottingham

Nvidia (United States)

Shengchao Liu is an author at University of Wisconsin–Madison specializing in drug discovery, machine learning, and pharmacy.

Publications per year

2018–2025

34

Publications

34

Characterization and heterologous reconstitution of <i>Taxus</i> biosynthetic enzymes leading to baccatin III

Bin Jiang, Lei Gao, Haijun Wang et al. · Science · 2024 · 190 citations

Medicine, Biochemistry, Oncology +15

Multi-modal molecule structure–text model for text-based retrieval and editing

Shengchao Liu, Weili Nie, Chengpeng Wang et al. · Nature Machine Intelligence · 2023 · 157 citations

Pharmacy, Chemistry, Computational Chemistry +9

Pre-training Molecular Graph Representation with 3D Geometry

Shengchao Liu, Hanchen Wang, Weiyang Liu et al. · NPARC · 2021 · 154 citations · Full text

Natural Sciences, Chemistry, Medicinal Chemistry +17

Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning

Shengchao Liu, Yingyu Liang, Anthony Gitter · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 132 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

ATOMO: Communication-efficient Learning via Atomic Sparsification

Hongyi Wang, Scott Sievert, Zachary Charles et al. · arXiv (Cornell University) · 2018 · 129 citations · Full text

Computing, Computer Science, Algorithms +13

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