Yunhui Guo

Yunhui Guo

University of California, Berkeley

H-index: 11

North America-United States

About Yunhui Guo

Yunhui Guo, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Machine Learning, Computer Vision, Edge Computing.

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

EVOLVE: Enhancing Unsupervised Continual Learning with Multiple Experts

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset

Continual Learning in an Open and Dynamic World

Not Just Change the Labels, Learn the Features: Watermarking Deep Neural Networks with Multi-View Data

Inconsistency-Based Data-Centric Active Open-Set Annotation

Modeling Semantic Correlation and Hierarchy for Real-world Wildlife Recognition

Validation of an augmented parcel approach for hurricane regional loss assessments

Imbalanced Lifelong Learning with AUC Maximization

Yunhui Guo Information

University

Position

Postdoc

Citations(all)

1492

Citations(since 2020)

1471

Cited By

296

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

13

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Yunhui Guo Skills & Research Interests

Machine Learning

Computer Vision

Edge Computing

Top articles of Yunhui Guo

Title

Journal

Author(s)

Publication Date

EVOLVE: Enhancing Unsupervised Continual Learning with Multiple Experts

Xiaofan Yu

Tajana Rosing

Yunhui Guo

2024

VEATIC: Video-based Emotion and Affect Tracking in Context Dataset

Zhihang Ren

Jefferson Ortega

Yifan Wang

Zhimin Chen

Yunhui Guo

...

2024

Continual Learning in an Open and Dynamic World

Proceedings of the AAAI Conference on Artificial Intelligence

Yunhui Guo

2024/3/24

Not Just Change the Labels, Learn the Features: Watermarking Deep Neural Networks with Multi-View Data

arXiv preprint arXiv:2403.10663

Yuxuan Li

Sarthak Kumar Maharana

Yunhui Guo

2024/3/15

Inconsistency-Based Data-Centric Active Open-Set Annotation

arXiv preprint arXiv:2401.04923

Ruiyu Mao

Ouyang Xu

Yunhui Guo

2024/1/10

Modeling Semantic Correlation and Hierarchy for Real-world Wildlife Recognition

IEEE Signal Processing Letters (SPL), 2023

Dong-Jin Kim

Zhongqi Miao

Yunhui Guo

Stella X Yu

Kyle Landolt

...

2023

Validation of an augmented parcel approach for hurricane regional loss assessments

Natural Hazards Review

Tracy Kijewski-Correa

Barbaros Cetiner

Kuanshi Zhong

Chaofeng Wang

Adam Zsarnoczay

...

2023/8/1

Imbalanced Lifelong Learning with AUC Maximization

UAI 2023

Xiangyu Zhu

Jie Hao

Yunhui Guo

Mingrui Liu

2023

Unsupervised feature learning with emergent data-driven prototypicality

arXiv preprint arXiv:2307.01421

Yunhui Guo

Youren Zhang

Yubei Chen

Stella X Yu

2023/7/4

Segment Every Out-of-Distribution Object

arXiv preprint arXiv:2311.16516

Wenjie Zhao

Jia Li

Xin Dong

Yu Xiang

Yunhui Guo

2023/11/27

Auc maximization in imbalanced lifelong learning

Xiangyu Zhu

Jie Hao

Yunhui Guo

Mingrui Liu

2023/7/2

Scale: Online self-supervised lifelong learning without prior knowledge

Xiaofan Yu

Yunhui Guo

Sicun Gao

Tajana Rosing

2023

Self-supervised unseen object instance segmentation via long-term robot interaction

arXiv preprint arXiv:2302.03793

Yangxiao Lu

Ninad Khargonkar

Zesheng Xu

Charles Averill

Kamalesh Palanisamy

...

2023/2/7

Adaptive Fine-tuning based Transfer Learning for the Identification of MGMT Promoter Methylation Status

arXiv preprint arXiv:2310.12373

Erich Schmitz

Yunhui Guo

Jing Wang

2023/10/18

Audio-visual class-incremental learning

Weiguo Pian

Shentong Mo

Yunhui Guo

Yapeng Tian

2023

Towards Effective Semantic OOD Detection in Unseen Domains: A Domain Generalization Perspective

arXiv preprint arXiv:2309.10209

Haoliang Wang

Chen Zhao

Yunhui Guo

Kai Jiang

Feng Chen

2023/9/18

Circuits, methods, and articles of manufacture for hyper-dimensional computing systems and related applications

2022/1/20

Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers

Yunhui Guo

Xudong Wang

Yubei Chen

Stella X Yu

2022

Unsupervised hierarchical semantic segmentation with multiview cosegmentation and clustering transformers

Tsung-Wei Ke

Jyh-Jing Hwang

Yunhui Guo

Xudong Wang

Stella X Yu

2022

Co-sne: Dimensionality reduction and visualization for hyperbolic data

Yunhui Guo

Haoran Guo

Stella X Yu

2022

See List of Professors in Yunhui Guo University(University of California, Berkeley)

Co-Authors

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