Liuhua Peng
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
hypothesis testing
(2)
false discovery rate
(1)
statistical inference
(1)
causal discovery
(1)
uncertainty quantification
(1)
self-supervised learning
(1)
object removal
(1)
neural rendering
(1)
label noise
(1)
statistical hypothesis testing
(1)
conditional dependence
(1)
classifier performance
(1)
image inpainting
(1)
two-sample testing
(1)
diffusion model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
neural radiance field
(1)
multiple testing
(1)
frequency domain
(1)
Papers
A Unified Data Representation Learning for Non-parametric Two-sample Testing
UAI 2025
Extracting Rare Dependence Patterns via Adaptive Sample Reweighting
ICML 2025
Learning Imbalanced Data with Beneficial Label Noise
ICML 2025
LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning
ICLR 2025
Conformalized Multiple Testing after Data-dependent Selection
NeurIPS 2024
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
NeurIPS 2024
Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression
ECCV 2022