Publications

  1. RSS Workshop
    cuADMM: GPU-Accelerated First-Order Optimization for Large-Scale Multi-Block Semidefinite Programs
    Antoine Groudiev, Shucheng Kang, and Heng Yang
    In 2025 RSS Workshop on Fast Motion Planning and Control in the Era of Parallelism, 2025
  2. arXiv
    Sampling-Based Global Optimal Control and Estimation via Semidefinite Programming
    Antoine Groudiev, Fabian Schramm, Éloïse Berthier, Justin Carpentier, and Frederike Dümbgen
    arXiv preprint, 2025
  3. PW25
    Extending Layer-wise Relevance Propagation in Neural Networks using Semiring Annotations
    Antoine Groudiev, Arkaprava Saha, and Silviu Maniu
    In Proceedings of the ProvenanceWeek 2025, 2025
  4. arXiv
    Factorization-free Orthogonal Projection onto the Positive Semidefinite Cone with Composite Polynomial Filtering
    Shucheng Kang, Haoyu Han, Antoine Groudiev, and Heng Yang
    arXiv preprint, 2025