Indradyumna Roy
8 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Grand Slam π₯ Unstoppable Β· Bronze
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Research topics
Machine Learning
(7)
Core Methods
(6)
Deep Learning
(4)
Mathematics & Optimization
(4)
Architectures
(4)
Artificial Intelligence
(2)
Computer Science
(2)
Core AI
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Foundations
(1)
Keywords
neural network
(4)
subgraph matching
(3)
graph neural network
(3)
graph edit distance
(2)
graph retrieval
(2)
locality sensitive hashing
(1)
graph representation
(1)
attention mechanism
(1)
approximate retrieval
(1)
quadratic assignment
(1)
generalization
(1)
knowledge graph
(1)
node embedding
(1)
quadratic assignment problem
(1)
information retrieval
(1)
permutation generator
(1)
neural set divergence
(1)
fourier transform
(1)
node representation
(1)
graph embedding
(1)
Papers
Charting the Design Space of Neural Graph Representations for Subgraph Matching
ICLR 2025
Clique Number Estimation via Differentiable Functions of Adjacency Matrix Permutations
ICLR 2025
Position: Graph Matching Systems Deserve Better Benchmarks
ICML 2025
Graph Edit Distance with General Costs Using Neural Set Divergence
NeurIPS 2024
Locality Sensitive Hashing in Fourier Frequency Domain For Soft Set Containment Search
NeurIPS 2023
Interpretable Neural Subgraph Matching for Graph Retrieval
AAAI 2022
Maximum Common Subgraph Guided Graph Retrieval: Late and Early Interaction Networks
NeurIPS 2022
Adversarial Permutation Guided Node Representations for Link Prediction
AAAI 2021