---
title: "Edoardo Maria Ponti — papers of 2026 — Elamur Research"
description: "Edoardo Maria Ponti — papers of 2026: 2 papers on Elamur Research, the most cited first — what each work is about in our own words."
canonical: "https://research.elamur.ai/free/en/authors/edoardo-maria-ponti/year/2026/"
---
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# Edoardo Maria Ponti — papers of 2026 — Elamur Research

2 papers · [all years of Edoardo Maria Ponti](https://md.research.elamur.ai/free/en/authors/edoardo-maria-ponti/#years)

**[The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs](https://md.research.elamur.ai/free/en/papers/nawrot-2026-sparse-frontier-sparse-attention-trade/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Piotr Nawrot, Jianing Li, Renjie Huang, et al.*2026 · 10 citations*

**[Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics](https://md.research.elamur.ai/free/en/papers/qiu-2026-can-vlms-predict-future-states/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yifu Qiu, Yftah Ziser, Anna Korhonen, et al.*2026*