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Junzhou Huang — most-cited papers & profile · AI for Science
← authors
·
overview
Junzhou Huang
59
papers ·
1831
citations ·
77
h-index
The University of Texas at Arlington · Advanced Micro Devices (United States)
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Most-cited papers
Self-Supervised Graph Transformer on Large-Scale Molecular Data
2020 · 416 citations
Multi-View Graph Neural Networks for Molecular Property Prediction
2020 · 35 citations
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations
2022 · 21 citations
MARS: A Motif-based Autoregressive Model for Retrosynthesis Prediction
2022 · 10 citations
RetroXpert: Decompose Retrosynthesis Prediction like a Chemist
2020 · 7 citations
EBM-Fold: Fully-Differentiable Protein Folding Powered by Energy-based Models
2021 · 7 citations
Re-balancing Variational Autoencoder Loss for Molecule Sequence Generation
2019 · 3 citations
RetroComposer: Composing Templates for Template-Based Retrosynthesis Prediction
2021 · 2 citations
tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modeling Structure Refinement
2021 · 1 citations
GenePheno: Interpretable Gene Knockout-Induced Phenotype Abnormality Prediction from Gene Sequences
2025
TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
2025
InversionGNN: A Dual Path Network for Multi-Property Molecular Optimization
2025
GoBERT: Gene Ontology Graph Informed BERT for Universal Gene Function Prediction
2025
NeurLZ: An Online Neural Learning-Based Method to Enhance Scientific Lossy Compression
2024
Top co-authors
Tingyang Xu
· 5
Chaochao Yan
· 4
Peilin Zhao
· 4
Yatao Bian
· 4
Yu Rong
· 4
Hehuan Ma
· 3
Jiaxiang Wu
· 3
Sheng Wang
· 3
Yuzhi Guo
· 3
Chan Lu
· 2
Haidong Lan
· 2
Jingquan Yan
· 2
Topics
Chemistry
Drug Discovery
Protein Science
Genomics
Medical AI
Physics ML
Climate & Weather