Concepedia

Yang Liu

YL

Statistics

Publications

41

Citations

1.7K

H-Index

21

Active since

2012

Affiliations

University of California, Santa Cruz(Current)

Harvard University Press

University of Michigan

University of North Carolina at Chapel Hill

Harvard University

Yang Liu is an author at University of California, Santa Cruz specializing in machine learning, computing, and computer science.

Publications per year

2012–2025

41

Publications

41

Actionable Recourse in Linear Classification

Berk Ustun, Alexander Spangher, Yang Liu · 2019 · 454 citations · Full text

Business, Computer Science, Decision Sciences +10

How Do Fairness Definitions Fare?

Nripsuta Ani Saxena, Karen Huang, Evan DeFilippis et al. · 2019 · 158 citations

Computing, Computer Science, Social Psychology +13

A Second-Order Approach to Learning with Instance-Dependent Label Noise

Zhaowei Zhu, Tongliang Liu, Yang Liu · 2021 · 83 citations

Computing, Computer Science, Machine Learning +15

Rethinking machine unlearning for large language models

Sijia Liu, Yuanshun Yao, Jinghan Jia et al. · Nature Machine Intelligence · 2025 · 70 citations

Computing, Computer Science, Computational Linguistics +10

Learning with Noisy Labels Revisited: A Study Using Real-World Human Annotations

Jiaheng Wei, Zhaowei Zhu, Hao Cheng et al. · arXiv (Cornell University) · 2021 · 62 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

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