Junfeng Shen
4 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Applications
(1)
Methods
(1)
Models
(1)
Keywords
zero-shot learning
(1)
link prediction
(1)
few-shot learning
(1)
task generalization
(1)
knowledge graph reasoning
(1)
knowledge graph
(1)
node embedding
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
mixture of expert
(1)
temporal knowledge graph
(1)
pre-trained language model
(1)
spatio-temporal data
(1)
hierarchical routing
(1)
spatial-temporal forecasting
(1)
cross-modality alignment
(1)
graph neural network
(1)
neural network
(1)
sandglass attention
(1)
relational rule learning
(1)
Papers
STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation
ACL 2026
HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts
ICLR 2025
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM
AAAI 2025
Towards Enhancing Relational Rules for Knowledge Graph Link Prediction
EMNLP 2023