Qi Shen
5 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Architectures
(4)
Core Methods
(3)
Core AI
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Bayesian & Probabilistic
(1)
Domain-Specific
(1)
Keywords
federated learning
(1)
representation learning
(1)
contrastive learning
(1)
human activity recognition
(1)
uncertainty quantification
(1)
attention mechanism
(1)
graph representation learning
(1)
information retrieval
(1)
multimodal learning
(1)
temporal information
(1)
context-aware network
(1)
semantic consistency
(1)
graph embedding
(1)
convolutional neural network
(1)
evidential learning
(1)
temporal attention
(1)
multi-scale feature
(1)
dna sequence
(1)
query rewriting
(1)
multi-scale feature extraction
(1)
Papers
FedDNA: DNA Sequence Reconstruction via Deep Evidential Learning and Personalized Federated Aggregation
AAAI 2026
Multi-scale Context-Aware Networks Based on Fragment Association for Human Activity Recognition
IJCAI 2024
Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination
NeurIPS 2024
Temporal aware Multi-Interest Graph Neural Network
for Session-based Recommendation
ACML 2022
Geo-BERT Pre-training Model for Query Rewriting in POI Search
EMNLP 2021