Ambuj Singh
11 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Cross-Pollinator (12)
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Renaissance Researcher
(10)
πΊοΈ
Taxonomy Completionist
(26)
π
Conference Polyglot
(7)
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Keyword Champion
π
Century Club
(11)
ποΈ
Keyword Collector
(51)
β
The Questioner
Conferences
AAAI (3)
ICLR (2)
IJCAI (2)
ACL (1)
EMNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
combinatorial optimization
(2)
knowledge graph
(2)
representation learning
(1)
symbolic reasoning
(1)
code generation
(1)
graph clustering
(1)
disease surveillance
(1)
network analysis
(1)
graph partitioning
(1)
structural connectivity
(1)
network optimization
(1)
node clustering
(1)
influence maximization
(1)
benchmark dataset
(1)
graph generation
(1)
graph resilience
(1)
graph attention network
(1)
hallucination reduction
(1)
game theory
(1)
Papers
Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation
ACL 2025
GraphEval36K: Benchmarking Coding and Reasoning Capabilities of Large Language Models on Graph Datasets
NAACL 2025
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs
EMNLP 2024
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
AAAI 2024
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking
ICLR 2024
Learning Prototype Classifiers for Long-Tailed Recognition
IJCAI 2023
Combining Physics and Machine Learning for Network Flow Estimation
ICLR 2021
Group Testing on a Network
AAAI 2021
Learning Interpretable Models for Coupled Networks Under Domain Constraints
AAAI 2021
GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs
NIPS 2020
A Game Theoretic Approach For Core Resilience
IJCAI 2020