Concepedia

Shengchao Liu

SL

Statistics

Publications

32

Citations

1.7K

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 engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningComputational BiologySystems BiologyComputer ScienceMedicineDrug DiscoveryMolecular Design

Publications per year

2018–2025

32

Publications

32

Pre-training Molecular Graph Representation with 3D Geometry

Shengchao Liu, Hanchen Wang, Weiyang Liu et al. · arXiv (Cornell University) · 2021 · 147 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +17

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

Shengchao Liu, Weili Nie, Chengpeng Wang et al. · Nature Machine Intelligence · 2023 · 132 citations

Text-based Retrieval, Engineering, Molecular Property +4

ATOMO: Communication-efficient Learning via Atomic Sparsification

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

Engineering, Machine Learning, Stochastic Gradients +16

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 · 127 citations · Full text

Artificial Intelligence, Negative Transfer, Engineering +17

Shaping the Water-Harvesting Behavior of Metal–Organic Frameworks Aided by Fine-Tuned GPT Models

Zhiling Zheng, Ali H. Alawadhi, Saumil Chheda et al. · Journal of the American Chemical Society · 2023 · 106 citations · Full text

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