researcher

Quanming Yao

Assistant Professor, Tsinghua University

67 papers hereh-index 3810.1k citations125 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author13
middle author45
last author7

Across the 65 of 67 papers where every author was matched, so the position is known.

fields

affiliations

Assistant Professor, Tsinghua University

Homepage

same name

Quanming Yao — 12 papers, h 4
Quanming Yao — 6 papers, h 3
Quanming Yao — 6 papers, h 3
Quanming Yao — 6 papers, h 4
Quanming Yao — 6 papers, h 9
Quanming Yao — 5 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20152023

most citedGeneralizing from a Few Examples: A Survey on Few-Shot Learning

791 citations · 2.5k across the 66 of their papers we have counts for

collaborators

Showing math.NAShow all

3 papers · 1 filter

math.NA2017★ 5 cited

Scalable Robust Matrix Factorization with Nonconvex Loss

Quanming Yao, James T. Kwok

Robust matrix factorization (RMF), which uses the $ℓ_{1}$ -loss, often outperforms standard matrix factorization using the $ℓ_{2}$ -loss, particularly when outliers are present. Th…

math.NA2017★ 4 cited

Accelerated and Inexact Soft-Impute for Large-Scale Matrix and Tensor Completion

Quanming Yao, James T. Kwok

Matrix and tensor completion aim to recover a low-rank matrix / tensor from limited observations and have been commonly used in applications such as recommender systems and multi-r…

math.NA2015★ 16 cited

Fast Low-Rank Matrix Learning with Nonconvex Regularization

Quanming Yao, James T. Kwok, Wenliang Zhong

Low-rank modeling has a lot of important applications in machine learning, computer vision and social network analysis. While the matrix rank is often approximated by the convex nu…