Yufeng Liu
18 papers · 1999–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Ultra π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(89)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(7)
Top co-authors
Research topics
Machine Learning
(12)
Core Methods
(10)
Artificial Intelligence
(5)
Mathematics & Optimization
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Healthcare & Medicine
(3)
Clinical
(3)
Mathematics
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Keywords
individualized treatment rule
(3)
precision matrix
(3)
variable selection
(2)
gaussian graphical model
(2)
graphical lasso
(2)
treatment effect
(2)
high-dimensional statistics
(2)
support vector machine
(2)
cancer narrative
(2)
precision medicine
(2)
domain adaptation
(1)
information extraction
(1)
named entity recognition
(1)
expectation maximization
(1)
sparse learning
(1)
causal inference
(1)
logistic regression
(1)
corpus linguistics
(1)
sentiment analysis
(1)
adversarial learning
(1)
Papers
Gaussian Graphical Learning via PSD Constraint for Blockwise Missing Multimodal Data
UAI 2026
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection
JMLR 2025
LENS: Learning Entities from Narratives of Skin Cancer
COLING 2025
Analysing Emotions in Cancer Narratives: A Corpus-Driven Approach
COLING 2024
Medical-FLAVORS: A Figurative Language and Vocabulary Open Repository for Spanish in the Medical Domain
COLING 2024
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments
JMLR 2023
Contextual Dynamic Pricing with Unknown Noise: Explore-then-UCB Strategy and Improved Regrets
NeurIPS 2022
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion
NeurIPS 2022
MobRecon: Mobile-Friendly Hand Mesh Reconstruction From Monocular Image
CVPR 2022
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials
JMLR 2022
Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration
CVPR 2021
Regressive Domain Adaptation for Unsupervised Keypoint Detection
CVPR 2021
Simultaneous Change Point Inference and Structure Recovery for High Dimensional Gaussian Graphical Models
JMLR 2021
Simultaneous Clustering and Estimation of Heterogeneous Graphical Models
JMLR 2018
On Quantile Regression in Reproducing Kernel Hilbert Spaces with the Data Sparsity Constraint
JMLR 2016
Joint Estimation of Multiple Precision Matrices with Common Structures
JMLR 2015
Multicategory Large-Margin Unified Machines
JMLR 2013
Fisher Consistency of Multicategory Support Vector Machines
AISTATS 1999