Davide Ghilardi

3 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

EMNLP (2) ICLR (1)

Top co-authors

Federico Belotti (2) Marco Molinari (2) Ananjan Nandi (1) Matteo Palmonari (1) Gabriel Poesia (1) Tao Ma (1) Anna Goldie (1) Christopher D Manning (1) Dan Jurafsky (1) Jaehyuk Lim (1)

Keywords

representation learning (2) sparse autoencoder (2) reconstruction quality (1) large language model (1) layer representation (1) model efficiency (1) transfer learning (1)

Papers

Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups EMNLP 2025

h4rm3l: A Language for Composable Jailbreak Attack Synthesis ICLR 2025

Accelerating Sparse Autoencoder Training via Layer-Wise Transfer Learning in Large Language Models EMNLP 2024