Shanghua Liu

University of Electronic Science and Technology of China — China

Biochemistry, Genetics and Molecular Biology · Life Sciences

6h-index173citations18works4.52yr avg
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Research Topics

Machine Learning in Bioinformatics(6), Video Surveillance and Tracking Methods(4), Advanced Neural Network Applications(2), Computational Drug Discovery Methods(2), RNA and protein synthesis mechanisms(2)

Publications18 total

LeafTrackNet: A Deep Learning Framework for Robust Leaf Tracking in Top-Down Plant Phenotyping
arXiv (Cornell University)·2025Open Access
Interpretable domain adaptation enables robust lactic acid fermentation monitoring from waste
Results in Engineering·2025· 1 citedOpen Access
Artificial Intelligence for Nucleic Acid Aptamers: Methods and Applications
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS·2025
Using Sentinel 2A and Landsat 8 imagery to assess changes in forest carbon storage
Scientific Reports·2025Open Access
BertADP: a fine-tuned protein language model for anti-diabetic peptide prediction
BMC Biology·2025· 2 citedOpen Access
NeuroScale: evolutional scale-based protein language models enable prediction of neuropeptides
BMC Biology·2025· 2 citedOpen Access
DrugPred: An ensemble learning model based on ESM2 for predicting potential druggable proteins
Future Generation Computer Systems·2025· 1 cited
Conotoxins: Classification, Prediction, and Future Directions in Bioinformatics
Toxins·2025· 10 citedOpen Access
LeafTrackNet: A Deep Learning Framework for Robust Leaf Tracking in Top-Down Plant Phenotyping
SSRN Electronic Journal·2025Open Access
Research on Bitter Peptides in the Field of Bioinformatics: A Comprehensive Review
International Journal of Molecular Sciences·2024· 20 citedOpen Access
MIBPred: Ensemble Learning-Based Metal Ion-Binding Protein Classifier
ACS Omega·2024· 18 citedOpen Access
Domain-Invariant Monitoring for Lactic Acid Production: Transfer Learning from Glucose to Bio-Waste Using Machine Learning Interpretation
SSRN Electronic Journal·2024Open Access
Explainable AI in Grassland Monitoring: Enhancing Model Performance and Domain Adaptability
arXiv (Cornell University)·2023Open Access
Integrating reduced amino acid composition into PSSM for improving copper ion-binding protein prediction
International Journal of Biological Macromolecules·2023· 5 cited
LMD-TShip<sup>⋆</sup>: Vision Based Large-Scale Maritime Ship Tracking Benchmark for Autonomous Navigation Applications
IEEE Access·2021· 15 citedOpen Access
3D Object Detection and Tracking Based on Streaming Data
arXiv (Cornell University)·2020Open Access
3D Object Detection and Tracking Based on Streaming Data
2020· 11 cited
SiamFPN: A Deep Learning Method for Accurate and Real-Time Maritime Ship Tracking
IEEE Transactions on Circuits and Systems for Video Technology·2020· 88 cited

Frequent Co-authors

Hao Lin(5), Kejun Deng(4), Majharulislam Babor(4), Kai Huang(3), Junwen Yu(3), Hongqi Zhang(3), Rui Li(3), Dong-Xin Ye(3), Marina Höhne(3), Cornelia Weltzien(3), Yunxiao Shan(2), Yunfei Zhang(2), Jun-Wen Yu(2), Huang Cheng-bing(2), Xusen Guo(2), Silu Guo(2), Zi-Xiao Xu(2), Chengzhang Yang(2), Long Cheng(2), Fanny Dao(2)