Search Results for author: Silvio Severino

Found 2 papers, 2 papers with code

Accelerating Transformer Inference for Translation via Parallel Decoding

3 code implementations17 May 2023 Andrea Santilli, Silvio Severino, Emilian Postolache, Valentino Maiorca, Michele Mancusi, Riccardo Marin, Emanuele Rodolà

We propose to reframe the standard greedy autoregressive decoding of MT with a parallel formulation leveraging Jacobi and Gauss-Seidel fixed-point iteration methods for fast inference.

Machine Translation Translation

Sparse Vicious Attacks on Graph Neural Networks

1 code implementation20 Sep 2022 Giovanni Trappolini, Valentino Maiorca, Silvio Severino, Emanuele Rodolà, Fabrizio Silvestri, Gabriele Tolomei

In this work, we focus on a specific, white-box attack to GNN-based link prediction models, where a malicious node aims to appear in the list of recommended nodes for a given target victim.

Link Prediction Recommendation Systems

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