Harry Shomer
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
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The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(6)
Architectures
(5)
Core Methods
(5)
Artificial Intelligence
(3)
Knowledge & Reasoning
(2)
Application Areas
(2)
Core AI
(2)
Representation
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Learning Paradigms
(1)
Learning Types
(1)
Keywords
link prediction
(4)
graph neural network
(4)
knowledge graph completion
(2)
graph representation
(1)
knowledge graph reasoning
(1)
graph embedding
(1)
knowledge graph
(1)
node classification
(1)
common neighbor
(1)
mixture of expert
(1)
hallucination mitigation
(1)
recommendation system
(1)
text embedding
(1)
modality fusion
(1)
retrieval augmentation
(1)
message passing neural network
(1)
knowledge integration
(1)
path aggregation
(1)
multi-layer perceptron
(1)
negative sampling
(1)
Papers
Empowering GraphRAG with Knowledge Filtering and Integration
EMNLP 2025
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation
IJCNLP 2025
Mixture of Link Predictors on Graphs
NeurIPS 2024
Revisiting Link Prediction: a data perspective
ICLR 2024
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion?
ACL 2023
Distance-Based Propagation for Efficient Knowledge Graph Reasoning
EMNLP 2023
Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls and New Benchmarking
NeurIPS 2023