Zhixiang Ren
Orcid: 0000-0002-4104-3790
According to our database1,
Zhixiang Ren
authored at least 44 papers
between 2007 and 2025.
Collaborative distances:
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Bibliography
2025
Appl. Intell., August, 2025
OmniESI: A unified framework for enzyme-substrate interaction prediction with progressive conditional deep learning.
CoRR, June, 2025
CoRR, March, 2025
A quantitative analysis of knowledge-learning preferences in large language models in molecular science.
Nat. Mac. Intell., 2025
A Unified Peptide Generative Framework via a Weakly Order-Dependent Autoregressive Language Model and Lifelong Learning.
J. Chem. Inf. Model., 2025
Aligning sequence and structure representations leveraging protein domains for function prediction.
Expert Syst. Appl., 2025
Deep learning methods for protein representation and function prediction: A comprehensive overview.
Eng. Appl. Artif. Intell., 2025
Eng. Appl. Artif. Intell., 2025
Predicting protein stability changes upon mutations with dual-view ensemble learning from single sequence.
Briefings Bioinform., 2025
Generative prediction of real-world prevalent SARS-CoV-2 mutation with <i>in silico</i> virus evolution.
Briefings Bioinform., 2025
Deep learning in single-cell and spatial transcriptomics data analysis: advances and challenges from a data science perspective.
Briefings Bioinform., 2025
2024
3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information.
Pattern Anal. Appl., September, 2024
Mach. Learn. Sci. Technol., March, 2024
GWAI: Artificial intelligence platform for enhanced gravitational wave data analysis.
SoftwareX, 2024
ProtFAD: Introducing function-aware domains as implicit modality towards protein function perception.
CoRR, 2024
Scientific Language Modeling: A Quantitative Review of Large Language Models in Molecular Science.
CoRR, 2024
GIT-Mol: A multi-modal large language model for molecular science with graph, image, and text.
Comput. Biol. Medicine, 2024
Cytokine expression patterns: A single-cell RNA sequencing and machine learning based roadmap for cancer classification.
Comput. Biol. Chem., 2024
Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey.
Big Data Min. Anal., 2024
CELA-MFP: a contrast-enhanced and label-adaptive framework for multi-functional therapeutic peptides prediction.
Briefings Bioinform., 2024
Self-supervised learning on millions of primary RNA sequences from 72 vertebrates improves sequence-based RNA splicing prediction.
Briefings Bioinform., 2024
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024
2023
DeepProSite: structure-aware protein binding site prediction using ESMFold and pretrained language model.
Bioinform., December, 2023
Running ahead of evolution - AI-based simulation for predicting future high-risk SARS-CoV-2 variants.
Int. J. High Perform. Comput. Appl., November, 2023
CoRR, 2023
DECODE: DilatEd COnvolutional neural network for Detecting Extreme-mass-ratio inspirals.
CoRR, 2023
GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text.
CoRR, 2023
2022
CoRR, 2022
Space-based gravitational wave signal detection and extraction with deep neural network.
CoRR, 2022
Big Data Min. Anal., 2022
2021
2014
Concurrent Single-Label Image Classification and Annotation via Efficient Multi-Layer Group Sparse Coding.
IEEE Trans. Multim., 2014
IEEE Trans. Circuits Syst. Video Technol., 2014
2013
PhD thesis, 2013
IEEE Trans. Image Process., 2013
Proceedings of the ACM Multimedia Conference, 2013
2012
Video saliency detection with robust temporal alignment and local-global spatial contrast.
Proceedings of the International Conference on Multimedia Retrieval, 2012
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012
2010
Proceedings of the 18th International Conference on Multimedia 2010, 2010
Salient Region Detection by Jointly Modeling Distinctness and Redundancy of Image Content.
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Improving Statistical Machine Translation Using Domain Bilingual Multiword Expressions.
Proceedings of the Workshop on Multiword Expressions: Identification, 2009
2007
Proceedings of the 2007 International Workshop on Spoken Language Translation, 2007