Concepedia

Junkai Liu

JL

8

Publications

325

Citations

8

H-Index

2017

Active since

Affiliations

University of Electronic Science and Technology of China(Current)

Halmstad University

Suzhou University of Science and Technology

Quzhou University

Junkai Liu is an author at University of Electronic Science and Technology of China specializing in engineering, machine learning, and deep learning.

Top concepts

EngineeringDeep LearningMachine LearningMedicinePharmacologyDrug DiscoverySystems BiologyMolecular BiologyComputational BiologyOmics

Publications per year

2017–2024

8

Publications

8

AttentionMGT-DTA: A multi-modal drug-target affinity prediction using graph transformer and attention mechanism

Hongjie Wu, Junkai Liu, Tengsheng Jiang et al. · Neural Networks · 2023 · 126 citations · Full text

Drug Target, Engineering, Machine Learning +15

Wind resource potential assessment using a long term tower measurement approach: A case study of Beijing in China

Junkai Liu, Yuchao Gao, Jingzhen Ren et al. · Journal of Cleaner Production · 2017 · 57 citations · Full text

Meteorology, Engineering, Wind Power Generation +8

AMDGT: Attention aware multi-modal fusion using a dual graph transformer for drug–disease associations prediction

Junkai Liu, Shixuan Guan, Quan Zou et al. · Knowledge-Based Systems · 2023 · 52 citations · Full text

Graph Representation Learning, Machine Learning, Engineering +21

Drug repositioning by multi-aspect heterogeneous graph contrastive learning and positive-fusion negative sampling strategy

Junkai Liu, Fuyuan Hu, Quan Zou et al. · Information Fusion · 2024 · 25 citations · Full text

A planar electronic acceptor motif contributing to NIR-II AIEgen with combined imaging and therapeutic applications

Ming Chen, Zhijun Zhang, Runfeng Lin et al. · Chemical Science · 2024 · 24 citations · Full text

Engineering, Molecular Biology, Chemistry +19

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