Faster LLM Inference via Sequential Monte Carlo
arXiv Preprint, 2026
Publications
Some highlighted publications. See my Google Scholar profile for a complete list.
Fine-Tuning GPT-5 for GPU Kernel Generation
arXiv Preprint, 2026
Language Models over Canonical Byte-Pair Encodings
Published in ICML, 2025
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo
Published in ICLR (Oral, top 1.8%), 2025
Inferring Interpretable Semantic Cognitive Maps from Noisy Document Corpora
Published in ICAART, 2024
Percutaneous cannulated screw fixation in the treatment for diabetic ankle fractures
Published in European Journal of Orthopedics, 2020