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20222026
most citedInterpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors

2 citations · 3 across the 8 of their papers we have counts for

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eess.IV2025

Deep Unrolling of Sparsity-Induced RDO for 3D Point Cloud Attribute Coding

Tam Thuc Do, Philip A. Chou, Gene Cheung

Given encoded 3D point cloud geometry available at the decoder, we study the problem of lossy attribute compression in a multi-resolution B-spline projection framework. A target co…

cs.LG2025

Lightweight and Interpretable Transformer via Mixed Graph Algorithm Unrolling for Traffic Forecast

Ji Qi, Tam Thuc Do, Mingxiao Liu +4

Unlike conventional "black-box" transformers with classical self-attention mechanism, we build a lightweight and interpretable transformer-like neural net by unrolling a mixed-grap…