Daniel Y Fu

Daniel Y Fu

Stanford University

H-index: 11

North America-United States

About Daniel Y Fu

Daniel Y Fu, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Stanford University, specializes in the field of machine learning, machine learning systems, data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Laughing hyena distillery: Extracting compact recurrences from convolutions

Monarch mixer: A simple sub-quadratic gemm-based architecture

Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT

Hydragen: High-Throughput LLM Inference with Shared Prefixes

FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

Flexgen: High-throughput generative inference of large language models with a single gpu

Hyena hierarchy: Towards larger convolutional language models

Simple hardware-efficient long convolutions for sequence modeling

Daniel Y Fu Information

University

Position

Graduate Student

Citations(all)

906

Citations(since 2020)

896

Cited By

42

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Daniel Y Fu Skills & Research Interests

machine learning

machine learning systems

data

Top articles of Daniel Y Fu

Laughing hyena distillery: Extracting compact recurrences from convolutions

Advances in Neural Information Processing Systems

2024/2/13

Monarch mixer: A simple sub-quadratic gemm-based architecture

Advances in Neural Information Processing Systems

2024/2/13

Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT

arXiv preprint arXiv:2402.07440

2024/2/12

Hydragen: High-Throughput LLM Inference with Shared Prefixes

arXiv preprint arXiv:2402.05099

2024/2/7

FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores

arXiv preprint arXiv:2311.05908

2023/11/10

Daniel Y Fu
Daniel Y Fu

H-Index: 4

Christopher Ré
Christopher Ré

H-Index: 53

Simple hardware-efficient long convolutions for sequence modeling

2023/7/3

Hungry hungry hippos: Towards language modeling with state space models

2023

Flashattention: Fast and memory-efficient exact attention with io-awareness

Advances in Neural Information Processing Systems

2022/12/6

Shoring up the foundations: Fusing model embeddings and weak supervision

2022/8/17

Perfectly balanced: Improving transfer and robustness of supervised contrastive learning

2022/6/28

Lost in Transmission: On the Impact of Networking Corruptions on Video Machine Learning Models

arXiv preprint arXiv:2206.05252

2022/6/10

Trenton Chang
Trenton Chang

H-Index: 0

Daniel Y Fu
Daniel Y Fu

H-Index: 4

Tabi: Type-aware bi-encoders for open-domain entity retrieval

arXiv preprint arXiv:2204.08173

2022/4/18

The details matter: Preventing class collapse in supervised contrastive learning

Computer Sciences & Mathematics Forum

2022/4

Analysis of faces in a decade of us cable tv news

KDD'21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining

2021/8

See List of Professors in Daniel Y Fu University(Stanford University)