Kuldeep Singh
13 papers · 2019–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20)
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Research topics
Natural Language Processing
(7)
Applications
(7)
Artificial Intelligence
(6)
Core AI
(5)
Deep Learning
(4)
Knowledge & Reasoning
(4)
Machine Learning
(4)
Architectures
(4)
Core Methods
(4)
Representation
(3)
Application Areas
(2)
Reasoning
(2)
Learning Paradigms
(1)
Learning Types
(1)
Resources & Methods
(1)
Keywords
knowledge graph
(5)
named entity recognition
(2)
spectral analysis
(2)
graph neural network
(2)
graph attention network
(2)
entity linking
(2)
malnutrition detection
(2)
explanation generation
(1)
logical reasoning
(1)
image classification
(1)
entity disambiguation
(1)
supervised learning
(1)
semantic parsing
(1)
wavelet transform
(1)
named entity disambiguation
(1)
few-shot learning
(1)
fourier transform
(1)
question answering
(1)
knowledge base
(1)
graph representation
(1)
Papers
NutriScreener: Retrieval Augmented Multi-Pose Graph Attention Network for Malnourishment Screening
AAAI 2026
Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs
ICLR 2024
DomainAdapt: Leveraging Multitask Learning and Domain Insights for Children’s Nutritional Status Assessment
MICCAI 2024
Knowledge-Driven Cross-Document Relation Extraction
ACL 2024
Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction
AAAI 2024
Soft Measures for Extracting Causal Collective Intelligence
EMNLP 2024
Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions
AAAI 2023
NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments
IJCAI 2023
CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia and Wikidata
EACL 2021
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks
EACL 2021
KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
ACL 2021
QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph
EMNLP 2020
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text
NAACL 2019