Author

Mustafa Munir

2 papers indexed here

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#artificial intelligence Sep 2025

AttentionViG: Cross-Attention-Based Dynamic Neighbor Aggregation in Vision GNNs

This work proposes a cross-attention-based aggregation method in which the query projections come from the node, while the key projections come from its neighbors, and introduces a novel architecture called AttentionViG that uses the proposed cross-attention aggregation scheme to conduct non-local message passing.

H. Gedik, Andrew Martin, Mustafa Munir et al. · arXiv.org · 2 citations

#artificial intelligence Preprint Sep 2026

Accelerating Video Diffusion via Training-Free Trajectory Routing

TRACK: TRajectory-Aware Capacity routing via top-K selection is presented, a heterogeneous denoising strategy that switches between compatible large and small models at selected steps, reducing the average cost per denoising evaluation.

Mustafa Munir, H. Vũ, Shreyas Misra et al. · 0 citations