Junlin He
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(23)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Deep Learning
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications
(1)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
representation learning
(3)
feature learning
(1)
feature extraction
(1)
self-supervised learning
(1)
knowledge transfer
(1)
autonomous driving
(1)
time series forecasting
(1)
multi-view learning
(1)
convolutional neural network
(1)
spatio-temporal learning
(1)
model collapse
(1)
deep canonical correlation analysis
(1)
noise regularization
(1)
multi-view representation learning
(1)
weight matrix
(1)
spatiotemporal forecasting
(1)
spatial reasoning
(1)
orthogonality regularization
(1)
dimensional collapse
(1)
vision-language-action model
(1)
Papers
E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving
CVPR 2026
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning
AAAI 2025
Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization
NeurIPS 2024
Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization
NeurIPS 2024