Stefano Ermon

Stefano Ermon

Stanford University

H-index: 76

North America-United States

Contact Stefano Ermon

About Stefano Ermon

Stefano Ermon, With an exceptional h-index of 76 and a recent h-index of 74 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Artificial Intelligence, Machine Learning, Computational Sustainability.

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

Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution

Geo-bench: Toward foundation models for earth monitoring

Direct preference optimization: Your language model is secretly a reward model

Parallel sampling of diffusion models

Large language models are geographically biased

Segment Any Change

Transfer learning in environmental remote sensing

Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms

Stefano Ermon Information

University	Stanford University
Position	___
Citations(all)	35759
Citations(since 2020)	33786
Cited By	8425
hIndex(all)	76
hIndex(since 2020)	74
i10Index(all)	213
i10Index(since 2020)	202
Email	Access Email
University Profile Page	Stanford University
Google Scholar	View Google Scholar Profile

Stefano Ermon Skills & Research Interests

Artificial Intelligence

Machine Learning

Computational Sustainability

Top articles of Stefano Ermon

Hyenadna: Long-range genomic sequence modeling at single nucleotide resolution

Advances in neural information processing systems

2024/2/13

Michael Poli

H-Index: 4

Marjan Faizi

H-Index: 3

Aman Patel

H-Index: 1

Yoshua Bengio

H-Index: 165

Stefano Ermon

H-Index: 38

Christopher Ré

H-Index: 53

Stephen Baccus

H-Index: 21

Geo-bench: Toward foundation models for earth monitoring

Advances in Neural Information Processing Systems

2024/2/13

Björn Lütjens

H-Index: 3

Jeremy Irvin

H-Index: 9

Alexandre Drouin

H-Index: 4

Dava Newman

H-Index: 19

Yoshua Bengio

H-Index: 165

Stefano Ermon

H-Index: 38

Direct preference optimization: Your language model is secretly a reward model

Advances in Neural Information Processing Systems

2024/2/13

Archit Sharma

H-Index: 2

Christopher D Manning

H-Index: 102

Stefano Ermon

H-Index: 38

Chelsea Finn

H-Index: 40

Parallel sampling of diffusion models

Advances in Neural Information Processing Systems

2024/2/13

Andy Shih

H-Index: 7

Stefano Ermon

H-Index: 38

Dorsa Sadigh

H-Index: 23

Nima Anari

H-Index: 15

Large language models are geographically biased

arXiv preprint arXiv:2402.02680

2024/2/5

Marshall Burke

H-Index: 39

David Lobell

H-Index: 76

Stefano Ermon

H-Index: 38

Segment Any Change

arXiv preprint arXiv:2402.01188

2024/2/2

Yanfei Zhong

H-Index: 39

Stefano Ermon

H-Index: 38

Transfer learning in environmental remote sensing

2024/2/1

Yuchi Ma

H-Index: 3

Shuo Chen

H-Index: 1

Stefano Ermon

H-Index: 38

Mastering text-to-image diffusion: Recaptioning, planning, and generating with multimodal llms

arXiv preprint arXiv:2401.11708

2024/1/22

Ling Yang

H-Index: 17

Chenlin Meng

H-Index: 7

Stefano Ermon

H-Index: 38

Bin Cui

H-Index: 34

Equivariant Graph Neural Operator for Modeling 3D Dynamics

arXiv preprint arXiv:2401.11037

2024/1/19

Aaron Lou

H-Index: 2

Kamyar Azizzadenesheli

H-Index: 14

Jure Leskovec

H-Index: 103

Stefano Ermon

H-Index: 38

Anima Anandkumar

H-Index: 40

Multipoint-BAX: a new approach for efficiently tuning particle accelerator emittance via virtual objectives

Machine Learning: Science and Technology

2024/1/10

Sara Ayoub Miskovich

H-Index: 2

Willie Neiswanger

H-Index: 14

William Colocho

H-Index: 5

Claudio Emma

H-Index: 13

Christopher Mayes

H-Index: 12

Stefano Ermon

H-Index: 38

Daniel Ratner

H-Index: 23

Sequence modeling and design from molecular to genome scale with Evo

bioRxiv

2024

Michael Poli

H-Index: 4

Aman Patel

H-Index: 1

Aaron Lou

H-Index: 2

Stefano Ermon

H-Index: 38

Tina Hernandez-Boussard

H-Index: 40

Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data

arXiv preprint arXiv:2404.14367

2024/4/22

Fahim Tajwar

H-Index: 0

Archit Sharma

H-Index: 2

Jeff Schneider

H-Index: 42

Tengyang Xie

H-Index: 5

Stefano Ermon

H-Index: 38

Chelsea Finn

H-Index: 40

Aviral Kumar

H-Index: 10

Privacy-constrained policies via mutual information regularized policy gradients

2024/4/18

Rishi Desai

H-Index: 1

Stefano Ermon

H-Index: 38

Mudiff: Unified diffusion for complete molecule generation

2024/4/17

Jie Fu

H-Index: 11

Stefano Ermon

H-Index: 38

Doina Precup

H-Index: 37

On the Scalability of Diffusion-based Text-to-Image Generation

arXiv preprint arXiv:2404.02883

2024/4/3

Hao Li

H-Index: 5

Yang Zou

H-Index: 6

Ying Wang

H-Index: 3

Yusheng Xie

H-Index: 9

Zhuowen Tu

H-Index: 48

Stefano Ermon

H-Index: 38

Stefano Soatto

H-Index: 44

Disentangling length from quality in direct preference optimization

arXiv preprint arXiv:2403.19159

2024/3/28

Ryan Park

H-Index: 1

Stefano Ermon

H-Index: 38

Chelsea Finn

H-Index: 40

Mechanistic Design and Scaling of Hybrid Architectures

arXiv preprint arXiv:2403.17844

2024/3/26

Michael Poli

H-Index: 4

Kristian Kersting

H-Index: 34

Brian Hie

H-Index: 8

Stefano Ermon

H-Index: 38

Christopher Ré

H-Index: 53

Ce Zhang

H-Index: 3

HarvestNet: A Dataset for Detecting Smallholder Farming Activity Using Harvest Piles and Remote Sensing

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Emnet Negash

H-Index: 3

Richard Lee

H-Index: 19

Chenlin Meng

H-Index: 7

Stefano Ermon

H-Index: 38

David Lobell

H-Index: 76

Cross-modal contextualized diffusion models for text-guided visual generation and editing

arXiv preprint arXiv:2402.16627

2024/2/26

Ling Yang

H-Index: 17

Zhilong Zhang

H-Index: 14

Jingwei Liu

H-Index: 1

Stefano Ermon

H-Index: 38

Bin Cui

H-Index: 34

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution

AAAI 2024

2024/2/13

Tailin Wu

H-Index: 9

Willie Neiswanger

H-Index: 14

Stefano Ermon

H-Index: 38

Jure Leskovec

H-Index: 103

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