Xinru Liu
6 papers · 2018–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Architectures
(2)
Core AI
(2)
Mathematics
(2)
Computer Science
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Foundations
(1)
Learning Types
(1)
Keywords
geometric deep learning
(2)
spectral method
(2)
shape correspondence
(2)
posterior distribution
(1)
spectral analysis
(1)
proximal gradient descent
(1)
spectral filtering
(1)
inverse problem
(1)
convolutional neural network
(1)
deep neural network
(1)
statistical rate
(1)
functional map
(1)
conflict detection
(1)
multimodal posterior
(1)
tempered distribution
(1)
algorithm unrolling
(1)
gradient descent network
(1)
unrolling depth
(1)
llm alignment
(1)
spectral convolutional neural network
(1)
Papers
Targeting Misalignment: A Conflict-Aware Framework for Reward-Model-based LLM Alignment
AAAI 2026
A statistical perspective on algorithm unrolling models for inverse problems
JMLR 2025
On cyclical MCMC sampling
AISTATS 2024
Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation
CVPR 2021
Shape correspondence using anisotropic Chebyshev spectral CNNs
CVPR 2020
Learning to Predict Crisp Boundaries
ECCV 2018