Peilin Liu
6 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Robotics
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Capabilities
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Keywords
lossy compression
(2)
sample efficiency
(1)
document understanding
(1)
document parsing
(1)
test-time adaptation
(1)
image reconstruction
(1)
gaussian priors
(1)
mean squared error
(1)
robot manipulation
(1)
benchmark dataset
(1)
zeroth-order optimization
(1)
generative adversarial network
(1)
perceptual quality
(1)
adversarial loss
(1)
supervised fine-tuning
(1)
vision-language-action model
(1)
semi-structured document
(1)
neural model
(1)
discourse structure
(1)
discourse parsing
(1)
Papers
Boosting Vision-Language-Action Finetuning with Feasible Action Neighborhood Prior
CVPR 2026
Curvature-Aware Zeroth-Order Optimization for Memory-Efficient Test-Time Adaptation
CVPR 2026
Symmetry Awareness Encoded Deep Learning Framework for Brain Imaging Analysis
MICCAI 2024
WebDP: Understanding Discourse Structures in Semi-Structured Web Documents
ACL 2023
Optimally Controllable Perceptual Lossy Compression
ICML 2022
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework
ICML 2021