Shijian Li
10 papers · 2013–2026 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(6)
Application Areas
(5)
Deep Learning
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Clinical
(1)
Core Methods
(1)
Methods
(1)
Keywords
domain adaptation
(2)
contrastive learning
(2)
graph neural network
(2)
unsupervised learning
(2)
sleep staging
(2)
brain-computer interface
(2)
link prediction
(1)
feature extraction
(1)
continual learning
(1)
fraud detection
(1)
transfer learning
(1)
medical imaging
(1)
knowledge distillation
(1)
unsupervised domain adaptation
(1)
domain generalization
(1)
neural network optimization
(1)
deep learning
(1)
multi-view learning
(1)
vision transformer
(1)
representation learning
(1)
Papers
Distillation Dynamics: Towards Understanding Feature-Based Distillation in Vision Transformers
AAAI 2026
EEG Agent: A Unified Framework for Automated EEG Analysis Using Large Language Models
AAAI 2026
EMOD: A Unified EEG Emotion Representation Framework Leveraging V-A Guided Contrastive Learning
AAAI 2026
BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications
ICLR 2025
CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
ICLR 2025
Knowledge Graph Pooling and Unpooling for Concept Abstraction
COLING 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation
AAAI 2025
Generalizable Sleep Staging via Multi-Level Domain Alignment
AAAI 2024
Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views
AAAI 2023
Online Community Detection for Large Complex Networks
IJCAI 2013