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Vai Suliafu

2 papers · 2021–2021 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2)

Top co-authors

Bao Wang (2) Tan Nguyen (2) Stanley Osher (2) Long Chen (1) Hangjie Ji (1) Andrea Bertozzi (1) Hedi Xia (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Core AI (1) Learning Types (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

attention mechanism (1) gradient descent (1) fast multipole method (1) linear complexity (1) sequential modeling (1) neural ordinary differential equation (1) momentum method (1) forward-backward propagation (1) momentum acceleration (1) long-term dependency (1) efficient transformer (1) long-range arena (1) adjoint state (1)

Papers

FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention NeurIPS 2021 Heavy Ball Neural Ordinary Differential Equations NeurIPS 2021