Guihong Li
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Cross-Pollinator (8) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(5)
π
Triple Crown
β
The Questioner
Conferences
ICLR (3)
CVPR (2)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
model compression
(4)
low-rank adaptation
(2)
vision transformer
(2)
convolutional neural network
(2)
model architecture
(1)
model adaptation
(1)
neural network optimization
(1)
efficient computing
(1)
low-rank approximation
(1)
markov chain
(1)
distribution shift
(1)
weight regularization
(1)
edge computing
(1)
residual network
(1)
skip connection
(1)
on-device training
(1)
matrix multiplication
(1)
information flow
(1)
memory consumption
(1)
gradient propagation
(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
ZiCo: Zero-shot NAS via inverse Coefficient of Variation on Gradients
ICLR 2023
Efficient Low-rank Backpropagation for Vision Transformer Adaptation
NIPS 2023
TIPS: Topologically Important Path Sampling for Anytime Neural Networks
ICML 2023
Efficient On-Device Training via Gradient Filtering
CVPR 2023
How Does Topology Influence Gradient Propagation and Model Performance of Deep Networks With DenseNet-Type Skip Connections?
CVPR 2021