Daniel Y Fu
7 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Deep Learning
(4)
Application Areas
(4)
Core Methods
(3)
Techniques
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Applications
(1)
Generation
(1)
Learning Types
(1)
Keywords
state space model
(3)
language modeling
(3)
sequence modeling
(3)
attention mechanism
(2)
long convolution
(2)
kernel smoothing
(1)
kernel fusion
(1)
language model
(1)
sequence model
(1)
deep learning optimization
(1)
parameter efficiency
(1)
fast fourier transform
(1)
hybrid architecture
(1)
model optimization
(1)
matrix multiplication
(1)
gpu optimization
(1)
runtime performance
(1)
attention operator
(1)
subquadratic method
(1)
sequence length
(1)
Papers
ThunderKittens: Simple, Fast, and Adorable Kernels
ICLR 2025
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT
ICML 2024
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
ICLR 2024
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
ICLR 2023
Hyena Hierarchy: Towards Larger Convolutional Language Models
ICML 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
ICML 2023
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning
ICML 2022