ENTITY
Haiquan Qiu
Haiquan Qiu
PulseAugur coverage of Haiquan Qiu — every cluster mentioning Haiquan Qiu across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New GUMP framework stabilizes graph neural networks with unitary propagation
Researchers have introduced Graph Unitary Message Passing (GUMP), a novel framework designed to stabilize deep neural networks, particularly in graph neural networks (GNNs). GUMP addresses instability issues arising fro…
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Flash Attention Low-Precision Training Instability Explained
A new paper analyzes why training transformer models with low-precision formats and Flash Attention can lead to training instabilities and loss explosion. The research identifies two key factors: the emergence of simila…