1 citations · 2 across the 10 of their papers we have counts for
3 papers · 1 filter
FLARE++: Low-rank attention with dynamic attention routing
Vedant Puri, Yongjie Jessica Zhang, Levent Burak Kara
Full self-attention is a strong token mixer for PDE surrogates on irregular domains, but its quadratic cost limits its use on large problems. Latent-space attention methods such as…
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…
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…