Guihong Li
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Taxonomy Completionist
(24)
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Triple Crown
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Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(4)
Application Areas
(4)
Architectures
(4)
Optimization & Theory · Machine Learning
(4)
Optimization & Theory · Deep Learning
(3)
Techniques
(3)
Core AI
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Models
(1)
Keywords
model compression
(4)
convolutional neural network
(2)
low-rank adaptation
(2)
vision transformer
(2)
model adaptation
(1)
model selection
(1)
federated learning
(1)
neural architecture search
(1)
zero-shot learning
(1)
machine unlearning
(1)
model architecture
(1)
image-to-image translation
(1)
neural network optimization
(1)
efficient computing
(1)
markov chain
(1)
low-rank approximation
(1)
distribution shift
(1)
weight regularization
(1)
data privacy
(1)
online learning
(1)
Papers
Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation
WACV 2025
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
ICLR 2024
Machine Unlearning for Image-to-Image Generative Models
ICLR 2024
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
NeurIPS 2023
Efficient On-Device Training via Gradient Filtering
CVPR 2023
TIPS: Topologically Important Path Sampling for Anytime Neural Networks
ICML 2023
ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients
ICLR 2023
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections?
CVPR 2021