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cs.LG2025
FLARE: Fast Low-rank Attention Routing Engine
Vedant Puri, Aditya Joglekar, Sri Datta Ganesh Bandreddi +4
The quadratic complexity of self-attention limits the scalability of transformers on long sequences. We introduce Fast Low-rank Attention Routing Engine (FLARE), a token-mixing ope…
cs.LG2025
GALDS: A Graph-Autoencoder-based Latent Dynamics Surrogate model to predict neurite material transport
Tsung Yeh Hsieh, Yongjie Jessica Zhang
Neurons exhibit intricate geometries within their neurite networks, which play a crucial role in processes such as signaling and nutrient transport. Accurate simulation of material…