publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. scigym.png
    Measuring Scientific Capabilities of Language Models with a Systems Biology Dry Lab
    Haonan Duan*, Stephen Zhewen Lu*, Caitlin Fiona Harrigan, and 5 more authors
    arXiv preprint arXiv:2507.02083, 2025
  2. eba.png
    Aligning Protein Conformation Ensemble Generation with Physical Feedback
    Jiarui Lu, Xiaoyin Chen, Stephen Zhewen Lu, and 4 more authors
    In ICML, 2025
  3. slm.png
    Structure Language Models for Protein Conformation Generation
    Jiarui Lu, Xiaoyin Chen, Stephen Zhewen Lu, and 4 more authors
    In ICLR, 2025
  4. esm2flow.png
    Towards Protein Sequence & Structure Co-Design with Multi-Modal Language Models
    Stephen Zhewen Lu, Jiarui Lu, Hongyu Guo, and 1 more author
    In LMRL Workshop at ICLR, 2025

2024

  1. qgfn.png
    Qgfn: Controllable greediness with action values
    Elaine Lau, Stephen Zhewen Lu, Ling Pan, and 2 more authors
    In NeurIPS, 2024
  2. omics-gfn.jpg
    Cell morphology-guided small molecule generation with gflownets
    Stephen Zhewen Lu, Ziqing Lu, Ehsan Hajiramezanali, and 4 more authors
    In ICML Workshop SPIGM, 2024

2020

  1. From Clinic to Computer and Back Again: Practical Considerations When Designing and Implementing Machine Learning Solutions for Pediatrics
    Current Treatment Options in Pediatrics, 2020
    HTML
  2. Screening of Pneumonia and Urinary Tract Infection at Triage using TriNet
    Stephen Z. Lu
    2020
    PDF

2019

  1. CWSF
    A statistical approach to hospital scheduling optimization
    Stephen Z Lu
    2019
    PDF
  2. YSJ
    Implementing circulating miRNAs, tumour DNA and other protein biomarkers in a precise and efficient liquid biopsy test for early cancer detection and localisation
    Stephen Z Lu, and Justin Lacoste
    2019
    HTML