Blog

Short blog posts about my publications.

Validity-Preserving Hierarchical RL for Joint Routing and Switch Placement in EDA

Under review.

28 min read · October 01, 2026

2026 · machine-learning graph-theory combinatorial-optimization RL EDA · papers
FAHNES: Feature-aware (Hyper)graph Generation via Next-Scale Prediction

Accepted at ICML-26.

18 min read · June 02, 2025

2025 · machine-learning generative-models graph-theory hypergraphs · papers
HYGENE: A Diffusion-based Hypergraph Generation Method

Accepted at AAAI-25.

15 min read · August 23, 2024

2024 · machine-learning generative-models graph-theory hypergraphs · papers