All Stories

  1. Concept-Driven Deep Learning for Enhanced Protein-Specific Molecular Generation

    Article • ACM Transactions on Knowledge Discovery from Data, December 2025, ACM (Association for Computing Machinery)

    ATHANASIOS VASILAKOS, Qiang Cheng Cheng, Zhixiang Ren

  2. TCMM: A unified database for traditional Chinese medicine modernization and therapeutic innovations

    Article • Computational and Structural Biotechnology Journal, December 2024, Elsevier

    Zhixiang Ren

  3. Dynamic Knowledge-Prior for Few-Shot Drug-Drug Interaction Events Prediction

    Article • November 2024, ACM (Association for Computing Machinery)

    Zhixiang Ren

  4. Distilling Multi-Modal Genomic Knowledge for Drug Response Prediction

    Article • November 2024, ACM (Association for Computing Machinery)

    Zhixiang Ren

  5. Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey

    Article • Big Data Mining and Analytics, September 2024, Tsinghua University Press

    Zhixiang Ren

  6. 3D-Mol: A Novel Contrastive Learning Framework for Molecular Property Prediction with 3D Information

    Article • Pattern Analysis and Applications, June 2024, Springer Science + Business Media

    Zhixiang Ren

  7. Dilated convolutional neural network for detecting extreme-mass-ratio inspirals

    Article • April 2024, American Physical Society (APS)

    Zhixiang Ren

  8. Compact binary systems waveform generation with a generative pretrained transformer

    Article • April 2024, American Physical Society (APS)

    Zhixiang Ren

  9. Cytokine expression patterns: A single-cell RNA sequencing and machine learning based roadmap for cancer classification

    Article • Computational Biology and Chemistry, April 2024, Elsevier

    Zhixiang Ren

  10. Self-supervised learning on millions of primary RNA sequences from 72 vertebrates improves sequence-based RNA splicing prediction

    Article • Briefings in Bioinformatics, March 2024, Oxford University Press (OUP)

    Zhixiang Ren

  11. GIT-Mol: A multi-modal large language model for molecular science with graph, image, and text

    Article • Computers in Biology and Medicine, March 2024, Elsevier

    Zhixiang Ren

  12. WaveFormer: transformer-based denoising method for gravitational-wave data

    Article • Machine Learning Science and Technology, March 2024, Institute of Physics Publishing

    Zhixiang Ren

  13. Space-based gravitational wave signal detection and extraction with deep neural network

    Article • Communications Physics, August 2023, Springer Science + Business Media

    Zhixiang Ren

  14. Taiji data challenge for exploring gravitational wave universe

    Article • Frontiers of Physics, August 2023, Springer Science + Business Media

    Zhixiang Ren