Representation
2,100 papers (7 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
1
1
5
3
4
3
8
8
7
13
4
2
19
68
107
164
196
214
273
241
315
411
33
'10
'15
'20
'25
Papers (including subtopics)
A novel hybrid approach for positive-valued DAG learning
CLeaR 2026
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
UAI 2026
Bringing Real-World Relations into Video Generation with Graph-Structured Knowledge
ACL 2026
Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes
CLeaR 2026
CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing
AAAI 2026
Concept Sketching for Description Logics
UAI 2026
COSMOS: Connectivity-Oriented Submodular Maximization for Optimal Subgraph Retrieval
ACL 2026
DAG Learning from Zero-Inflated Count Data Using Continuous Optimization
CLeaR 2026
Deciphering Genotype-Phenotype Mechanisms from High-Content Profiling via Knowledge-Guided Multi-modal Graph Learning
CVPR 2026
Describe Anything Anywhere At Any Moment
CVPR 2026
Does Memory Need Graphs? A Unified Framework and Empirical Analysis for Long-Term Dialog Memory
ACL 2026
Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision
ACL 2026
EthoCLIP: Ontology-Enhanced Video-Language Pretraining for Animal Behavior Understanding
CVPR 2026
Extending Description Logics with Generic Concepts – the Case of Terminologies
AAAI 2026
FourCorners: Grounded Thai Legal Research over a Temporal Knowledge Graph
ACL 2026
GIL-Zaragoza at SemEval 2026 Task 11: Comparing Classification, Autoformalization, and Ontologies for Formal Reasoning Capabilities
SemEval 2026
Incremental Maintenance of DatalogMTL Materialisations
AAAI 2026
Learning to Think on Hypergraph: HyperCoT for Structure-Guided N-ary Knowledge Graph Completion
ACL 2026
Lingua-Graph: A Unified Representation of Cross-Task Common Substructures for Analytic Language Processing
ACL 2026
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs
ACL 2026
MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning
ACL 2026
Model Change for Description Logic Concepts
AAAI 2026
Poisson–Gamma Modeling of Inter-Relational Dependencies in Dynamic Knowledge Graphs
UAI 2026
Query-Efficient Agentic Graph Extraction Attacks on GraphRAG Systems
ACL 2026
ReLaGS: Relational Language Gaussian Splatting
CVPR 2026