Quan Li
4 papers · 2017–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Deep Learning
(2)
Learning Types
(2)
Techniques
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
federated learning
(1)
representation learning
(1)
medical imaging
(1)
natural language inference
(1)
distributed learning
(1)
privacy preservation
(1)
prompt learning
(1)
model aggregation
(1)
ultrasound imaging
(1)
matrix completion
(1)
alternating minimization
(1)
low-rank matrix
(1)
extended kalman filter
(1)
singular value thresholding
(1)
latent variable
(1)
parameter-efficient fine-tuning
(1)
downstream task
(1)
self-supervised pretraining
(1)
pre-trained language model
(1)
metadata encoding
(1)
Papers
Prompt Learning with Extended Kalman Filter for Pre-trained Language Models
IJCAI 2024
Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging
MLHC 2020
Multi-Agent Visualization for Explaining Federated Learning
IJCAI 2019
Matrix Completion from $O(n)$ Samples in Linear Time
COLT 2017