publications

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

2025

  1. Sequential Controlled Langevin Diffusions
    Junhua Chen*, Lorenz Richter*, Julius Berner*, Denis Blessing*, Gerhard Neumann, and Anima Anandkumar
    In ICLR 2025, 2025
  2. Straight but not so fast: Challenges with Rectified Flows in Protein Design.
    Junhua Chen, Simon V Mathis, Charles Harris, Kieran Didi, and Pietro Lio
    In ICML 2025 Generative AI and Biology (GenBio) Workshop, 2025
  3. Group Policy Gradient
    Junhua Chen*, Zixi Zhang*, Hantao Zhong, and Rika Antonova
    In CoRL 2025 Workshop on Resource-Rational Robot Learning, 2025

2023

  1. Beyond Erdos-Renyi: Generalization in Algorithmic Reasoning on Graphs
    Dobrik Georgiev Georgiev, Pietro Lio, Jakub Bachurski, Junhua Chen, Tunan Shi, and Lorenzo Giusti
    In The Second Learning on Graphs Conference, 2023