Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T15:18:14.373093Z
Paper Citation Record · LEDGER
Top Ten Challenges Towards Agentic Neural Graph Databases
As of 11 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 4 inbound Pith citation observations for arXiv:2501.14224.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T22:48:53.407861Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T19:36:09.070970Z
Reference resolution
87 of 87 outbound references displayed
- verified exact6
- verified fuzzy54
- unresolved27
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e8598e5b-1db8-4c47-9cf1-16a76935ca88 · outbound
This paper cites Graph database applications and concepts with neo4j.
Top Ten Challenges Towards Agentic Neural Graph Databases Graph database applications and concepts with neo4j
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.932446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bae7fbe-4f96-4720-b908-6d04495950e0 · outbound
This paper cites TigerGraph: A Native MPP Graph Database.
Top Ten Challenges Towards Agentic Neural Graph Databases TigerGraph: A Native MPP Graph Database
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.937440Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26a1091f-070d-487b-9575-a6f17b0a2448 · outbound
This paper cites Neural graph databases.
Top Ten Challenges Towards Agentic Neural Graph Databases Neural graph databases
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.942795Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d707450-0dc4-4627-8fc3-98c4bf04761f · outbound
This paper cites Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases.
Top Ten Challenges Towards Agentic Neural Graph Databases Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.947659Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab9b7496-c694-4d7a-9cc6-9256e0cb8bbf · outbound
This paper cites Artificial intelligence: a modern approach.
Top Ten Challenges Towards Agentic Neural Graph Databases Artificial intelligence: a modern approach
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.953034Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffb47428-dd2e-4ff0-8d25-166d72c97d3e · outbound
This paper cites Kblrn: End-to-end learning of knowledge base representations with latent, relational, and numerical features.
Top Ten Challenges Towards Agentic Neural Graph Databases Kblrn: End-to-end learning of knowledge base representations with latent, relational, and numerical features
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.957473Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9bb5da43-5a17-4081-8ff3-1e2b62b54ff8 · outbound
This paper cites Knowledge representation learning with entities, attributes and relations.
Top Ten Challenges Towards Agentic Neural Graph Databases Knowledge representation learning with entities, attributes and relations
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.962740Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49e31978-29d8-4be5-b867-4c4d88fbaa40 · outbound
This paper cites Litcqd: Multi-hop reasoning in incomplete knowledge graphs with numeric literals.
Top Ten Challenges Towards Agentic Neural Graph Databases Litcqd: Multi-hop reasoning in incomplete knowledge graphs with numeric literals
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.966858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e99a54ef-e3a6-4127-97e9-b34bbe9d52ce · outbound
This paper cites Smith, and Yejin Choi.
Top Ten Challenges Towards Agentic Neural Graph Databases Smith, and Yejin Choi
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.971004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a4a56f0-a7ff-4b0f-90f4-922d66d9ef31 · outbound
This paper cites ASER: A large-scale eventuality knowledge graph.
Top Ten Challenges Towards Agentic Neural Graph Databases ASER: A large-scale eventuality knowledge graph
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.682924Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c1a75d5c-c937-472f-926f-40be6a6adcfd · outbound
This paper cites Complex query answering on eventuality knowledge graph with implicit logical constraints.
Top Ten Challenges Towards Agentic Neural Graph Databases Complex query answering on eventuality knowledge graph with implicit logical constraints
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.671329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c7c6bfef-1880-4b3b-93e4-ec9696283dca · outbound
This paper cites FolkScope: Intention knowledge graph construction for E-commerce commonsense discovery.
Top Ten Challenges Towards Agentic Neural Graph Databases FolkScope: Intention knowledge graph construction for E-commerce commonsense discovery
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.659460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 130c1109-2ed4-4748-bc51-780491d61120 · outbound
This paper cites Cosmo: A large-scale e-commerce common sense knowledge generation and serving system at amazon.
Top Ten Challenges Towards Agentic Neural Graph Databases Cosmo: A large-scale e-commerce common sense knowledge generation and serving system at amazon
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.645824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 34360b31-5504-4a22-963c-f440532e571e · outbound
This paper cites Intention knowledge graph construction for user intention relation modeling.
Top Ten Challenges Towards Agentic Neural Graph Databases Intention knowledge graph construction for user intention relation modeling
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:13.991945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1ed030b-b998-457c-8716-4fa72e07a40a · outbound
This paper cites Advancing abductive reasoning in knowledge graphs through complex logical hypothesis generation.
Top Ten Challenges Towards Agentic Neural Graph Databases Advancing abductive reasoning in knowledge graphs through complex logical hypothesis generation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.633961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 53b3887b-07c1-41df-af2e-ee7fa122f8e0 · outbound
This paper cites an unresolved cited work.
Top Ten Challenges Towards Agentic Neural Graph Databases Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T15:18:15.619718Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 19e87c4e-25c7-45c3-a0a9-1ee2c8161c5f · outbound
This paper cites Logical queries on knowledge graphs: Emerging interface of incomplete relational data.
Top Ten Challenges Towards Agentic Neural Graph Databases Logical queries on knowledge graphs: Emerging interface of incomplete relational data
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.606433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e0281171-67a1-4001-984f-58cf38a53422 · outbound
This paper cites Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective.
Top Ten Challenges Towards Agentic Neural Graph Databases Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective
Reference 18
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T15:18:14.679021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ae51be8a-9858-4d15-9320-87038d210ba4 · outbound
This paper cites Embedding logical queries on knowledge graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Embedding logical queries on knowledge graphs
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.591746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 60c0ab3c-3372-4de8-9bc9-7f5895f9186f · outbound
This paper cites Query2box: Reasoning Over Knowledge Graphs In Vector Space Using Box Embeddings.
Top Ten Challenges Towards Agentic Neural Graph Databases Query2box: Reasoning Over Knowledge Graphs In Vector Space Using Box Embeddings
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.575375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1ab60286-c0e3-4510-bcb9-83288996bba7 · outbound
This paper cites Neural-Answering Logical Queries on Knowledge Graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Neural-Answering Logical Queries on Knowledge Graphs
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.559616Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f2540e5c-8115-40ea-806d-26078a5380e1 · outbound
This paper cites Beta embeddings for multi-hop logical reasoning in knowledge graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Beta embeddings for multi-hop logical reasoning in knowledge graphs
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.543301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 26143abc-98a2-408a-8b6a-4d28f4ea712f · outbound
This paper cites Wasserstein-fisher-rao embedding: Logical query embeddings with local comparison and global transport.
Top Ten Challenges Towards Agentic Neural Graph Databases Wasserstein-fisher-rao embedding: Logical query embeddings with local comparison and global transport
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.528815Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a630111e-136b-4c3e-b709-bdbc6490da43 · outbound
This paper cites Meta Operator for Complex Query Answering on Knowledge Graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Meta Operator for Complex Query Answering on Knowledge Graphs
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.035784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d71220b-e60f-4f59-895e-d44c14107e39 · outbound
This paper cites Rethinking existential first order queries and their inference on knowledge graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Rethinking existential first order queries and their inference on knowledge graphs
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.515688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 400fd160-a9b9-4b2d-b8aa-caafb6de1d04 · outbound
This paper cites Logical Message Passing Networks with One-hop Inference on Atomic Formulas.
Top Ten Challenges Towards Agentic Neural Graph Databases Logical Message Passing Networks with One-hop Inference on Atomic Formulas
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T15:18:14.651156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6478f9f0-8161-4347-81c6-402f80d88b76 · outbound
This paper cites NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T15:18:14.633233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 51a606a4-4756-49ab-a613-f8a49d7a782e · outbound
This paper cites Knowledge graph embedding: A survey of ap- proaches and applications.
Top Ten Challenges Towards Agentic Neural Graph Databases Knowledge graph embedding: A survey of ap- proaches and applications
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.501721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 39cfa384-37ca-495b-b265-4577fd9e2634 · outbound
This paper cites Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization.
Top Ten Challenges Towards Agentic Neural Graph Databases Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.487673Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ee5ce41d-1b57-44e8-a11b-85d04706f433 · outbound
This paper cites Sequential query encoding for complex query answering on knowledge graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Sequential query encoding for complex query answering on knowledge graphs
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.474977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 67c2fae7-c02a-454e-9819-3c3436abb205 · outbound
This paper cites Database privacy: balancing confidentiality, integrity and availability.
Top Ten Challenges Towards Agentic Neural Graph Databases Database privacy: balancing confidentiality, integrity and availability
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.463185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b7b1867f-7846-4bbe-8c9a-d071cdad6b98 · outbound
This paper cites Access control for databases: Concepts and systems.
Top Ten Challenges Towards Agentic Neural Graph Databases Access control for databases: Concepts and systems
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.449666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 09f649f3-1c44-4518-a7fa-792ef798a1a4 · outbound
This paper cites Detecting insider threats in a real corporate database of computer usage activity.
Top Ten Challenges Towards Agentic Neural Graph Databases Detecting insider threats in a real corporate database of computer usage activity
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.436828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a9df5035-d2ac-4299-9300-1baab5a0532d · outbound
This paper cites Inference attacks on property-preserving en- crypted databases.
Top Ten Challenges Towards Agentic Neural Graph Databases Inference attacks on property-preserving en- crypted databases
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.423920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9ca75893-2f40-4e22-813c-43495309868b · outbound
This paper cites A comparative study of data anonymization techniques.
Top Ten Challenges Towards Agentic Neural Graph Databases A comparative study of data anonymization techniques
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.411199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d0a54ece-544f-455c-ae52-2e1d032255aa · outbound
This paper cites k-anonymity: A model for protecting privacy.
Top Ten Challenges Towards Agentic Neural Graph Databases k-anonymity: A model for protecting privacy
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.398327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f123864c-0b4e-4895-87d3-636035df244d · outbound
This paper cites l-diversity: Privacy beyond k-anonymity.
Top Ten Challenges Towards Agentic Neural Graph Databases l-diversity: Privacy beyond k-anonymity
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.385980Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d77aca5c-3ad7-427d-8607-b658dd347b58 · outbound
This paper cites Database security and encryption: A survey study.
Top Ten Challenges Towards Agentic Neural Graph Databases Database security and encryption: A survey study
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.373487Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3d0e6023-3411-463d-b7bc-aa6f5776ef4b · outbound
This paper cites Differential privacy.
Top Ten Challenges Towards Agentic Neural Graph Databases Differential privacy
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.359252Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f46a590-48fd-4ce2-bc1c-c6419155211f · outbound
This paper cites Adversarial attacks on link prediction algorithms based on graph neural networks.
Top Ten Challenges Towards Agentic Neural Graph Databases Adversarial attacks on link prediction algorithms based on graph neural networks
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.346669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 96ef3246-08d3-4b8b-964c-653ffa7aed12 · outbound
This paper cites Structural attack against graph based android malware detection.
Top Ten Challenges Towards Agentic Neural Graph Databases Structural attack against graph based android malware detection
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.333294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c4929ddd-9e6d-4a27-a256-67b93d2ae067 · outbound
This paper cites Privacy-preserved neural graph databases.
Top Ten Challenges Towards Agentic Neural Graph Databases Privacy-preserved neural graph databases
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.320320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 11441e65-ed70-45e5-b3f8-9ff5ff52bdf5 · outbound
This paper cites Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses.
Top Ten Challenges Towards Agentic Neural Graph Databases Privacy Leakage on DNNs: A Survey of Model Inversion Attacks and Defenses
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.149178Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0f403bbf-07b9-421d-ada7-6101e96b31bf · outbound
This paper cites Membership inference attacks on machine learning: A survey.
Top Ten Challenges Towards Agentic Neural Graph Databases Membership inference attacks on machine learning: A survey
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.307341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e2466134-2e07-453f-b92e-a11c7b3587f8 · outbound
This paper cites Information leakage in embedding models.
Top Ten Challenges Towards Agentic Neural Graph Databases Information leakage in embedding models
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.160253Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca11bb32-1470-4e4a-96dc-0118e44ce8df · outbound
This paper cites Effects of differential privacy and data skewness on membership inference vulnerability.
Top Ten Challenges Towards Agentic Neural Graph Databases Effects of differential privacy and data skewness on membership inference vulnerability
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.286294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5902055c-dbc0-4964-8301-f21ce2d29aa6 · outbound
This paper cites Regression model fitting under differential privacy and model inversion attack.
Top Ten Challenges Towards Agentic Neural Graph Databases Regression model fitting under differential privacy and model inversion attack
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.274171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 98881bb2-2195-49b0-88c8-e4c058fc2146 · outbound
This paper cites Independent distribution regularization for private graph embedding.
Top Ten Challenges Towards Agentic Neural Graph Databases Independent distribution regularization for private graph embedding
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.260525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0622a489-3823-4ee9-9c36-bf69229c679b · outbound
This paper cites Fedcqa: Answering complex queries on multi-source knowledge graphs via federated learning.
Top Ten Challenges Towards Agentic Neural Graph Databases Fedcqa: Answering complex queries on multi-source knowledge graphs via federated learning
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.247857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9b84ce5f-eebc-4797-bfdd-e876c43d53a7 · outbound
This paper cites Secure multi-party computation.
Top Ten Challenges Towards Agentic Neural Graph Databases Secure multi-party computation
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.235369Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bb9fee8c-ecd2-4283-8f9a-bc544a9b59bb · outbound
This paper cites A survey on homomorphic encryption schemes: Theory and implementation.
Top Ten Challenges Towards Agentic Neural Graph Databases A survey on homomorphic encryption schemes: Theory and implementation
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.189207Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 75911f9e-5574-4bab-bec4-ce3f2c689c3b · outbound
This paper cites Deep Learning Scaling is Predictable, Empirically.
Top Ten Challenges Towards Agentic Neural Graph Databases Deep Learning Scaling is Predictable, Empirically
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.194041Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac6dffb5-b786-4aae-85e5-960a7850d536 · outbound
This paper cites Scaling Laws for Neural Language Models.
Top Ten Challenges Towards Agentic Neural Graph Databases Scaling Laws for Neural Language Models
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.198742Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd06c6bc-caaa-49df-8ba9-8bfd4acaefc2 · outbound
This paper cites $\text{EFO}_{k}$-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation.
Top Ten Challenges Towards Agentic Neural Graph Databases $\text{EFO}_{k}$-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation
Reference 54
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T15:18:14.570993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f414a7bf-f676-4c87-9cce-87cae9d17363 · outbound
This paper cites Smore: Knowledge graph completion and multi-hop reasoning in massive knowledge graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Smore: Knowledge graph completion and multi-hop reasoning in massive knowledge graphs
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.215164Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1ae4241b-f08a-446c-8057-4096166ece9a · outbound
This paper cites Foundations of databases, volume 8.
Top Ten Challenges Towards Agentic Neural Graph Databases Foundations of databases, volume 8
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.201532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4e5d4513-3fa4-4a08-8709-a3377928a971 · outbound
This paper cites Freebase: a collaboratively created graph database for structuring human knowledge.
Top Ten Challenges Towards Agentic Neural Graph Databases Freebase: a collaboratively created graph database for structuring human knowledge
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.223018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8c7bb28-6724-4a87-8e38-4a956b4a3054 · outbound
This paper cites Knowledge graphs querying.
Top Ten Challenges Towards Agentic Neural Graph Databases Knowledge graphs querying
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.182558Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f1c5a8f3-80f5-4f38-83ce-fc91f14c8adf · outbound
This paper cites The world of graph databases from an industry perspective.
Top Ten Challenges Towards Agentic Neural Graph Databases The world of graph databases from an industry perspective
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.170496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e9e03270-aefe-42ec-af7b-c3c2d9b34d91 · outbound
This paper cites Manu: A Cloud Native Vector Database Management System.
Top Ten Challenges Towards Agentic Neural Graph Databases Manu: A Cloud Native Vector Database Management System
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.238031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8804eef5-eec9-46b0-b388-f822a2b1d3fe · outbound
This paper cites Survey of vector database management systems.
Top Ten Challenges Towards Agentic Neural Graph Databases Survey of vector database management systems
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.243733Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ef18234-f764-439e-ada1-90afd9efe36c · outbound
This paper cites Graph database partitioning: A study.
Top Ten Challenges Towards Agentic Neural Graph Databases Graph database partitioning: A study
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.151031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4e5b5f9a-1264-4a02-aa24-9f8a8fd4c6ad · outbound
This paper cites Geabase: A high-performance distributed graph database for industry-scale applications.
Top Ten Challenges Towards Agentic Neural Graph Databases Geabase: A high-performance distributed graph database for industry-scale applications
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.138525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 25d5dc9e-b9de-474d-af67-f59e029cf5c1 · outbound
This paper cites Bytegraph: a high-performance distributed graph database in bytedance.
Top Ten Challenges Towards Agentic Neural Graph Databases Bytegraph: a high-performance distributed graph database in bytedance
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.127245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b1c79009-695d-4ba1-a382-d5f141da8ff3 · outbound
This paper cites Design of highly scalable graph database systems without exponential perfor- mance degradation.
Top Ten Challenges Towards Agentic Neural Graph Databases Design of highly scalable graph database systems without exponential perfor- mance degradation
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.115850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 85c53c74-071f-4e4c-85d0-3481dcfdd564 · outbound
This paper cites an unresolved cited work.
Top Ten Challenges Towards Agentic Neural Graph Databases Unresolved cited work
Reference 66
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T15:18:15.104285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ed0c2d59-27b0-486a-b552-0da3022e5051 · outbound
This paper cites TigerGraph.
Top Ten Challenges Towards Agentic Neural Graph Databases TigerGraph
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.091287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 68e55ee5-c38f-4f82-928c-032948172149 · outbound
This paper cites Milvus: A purpose-built vector data management system.
Top Ten Challenges Towards Agentic Neural Graph Databases Milvus: A purpose-built vector data management system
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.079666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 4dd60cf8-7489-466b-a30e-5fe6323ac7d4 · outbound
This paper cites an unresolved cited work.
Top Ten Challenges Towards Agentic Neural Graph Databases Unresolved cited work
Reference 69
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T15:18:15.066301Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5fb2d1fb-9e19-48b1-b9d2-53b16882f3a5 · outbound
This paper cites Weaviate.
Top Ten Challenges Towards Agentic Neural Graph Databases Weaviate
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.052693Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1942a969-89b2-45c7-9530-563eb0a1d00c · outbound
This paper cites A survey on distributed graph pattern matching in massive graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases A survey on distributed graph pattern matching in massive graphs
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.038142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8b98ae48-c6e7-438b-ae89-9292f7ad8789 · outbound
This paper cites A survey of distributed graph algorithms on massive graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases A survey of distributed graph algorithms on massive graphs
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.022055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation cf4dc011-042c-4d2a-a2f0-df4480acfcf4 · outbound
This paper cites Atom: An efficient query serving system for embedding-based knowledge graph reasoning with operator-level batching.
Top Ten Challenges Towards Agentic Neural Graph Databases Atom: An efficient query serving system for embedding-based knowledge graph reasoning with operator-level batching
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:15.006449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9d834482-7be7-424a-837d-91676f6c8fae · outbound
This paper cites nsdb: Architecting the next generation database by integrating neural and symbolic systems.Proceedings of the VLDB Endowment, 17(11):3283– 3289, 2024.
Top Ten Challenges Towards Agentic Neural Graph Databases nsdb: Architecting the next generation database by integrating neural and symbolic systems.Proceedings of the VLDB Endowment, 17(11):3283– 3289, 2024
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.993151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e5ef64b4-c9b4-4aee-9ff4-b5b31f1ae8ee · outbound
This paper cites NeurDB: On the Design and Implementation of an AI-powered Autonomous Database.
Top Ten Challenges Towards Agentic Neural Graph Databases NeurDB: On the Design and Implementation of an AI-powered Autonomous Database
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.320891Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f3ef5eb-7731-464d-8ff4-1ca07b6d3fbe · outbound
This paper cites Optimizing LLM Queries in Relational Data Analytics Workloads.
Top Ten Challenges Towards Agentic Neural Graph Databases Optimizing LLM Queries in Relational Data Analytics Workloads
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.327183Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a29ac87c-2318-40c9-8d93-018f42705a7c · outbound
This paper cites Cost-Intelligent Data Analytics in the Cloud.
Top Ten Challenges Towards Agentic Neural Graph Databases Cost-Intelligent Data Analytics in the Cloud
Reference 77
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T15:18:14.483257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b9593bb1-5ece-4f9c-a06f-d61ca79db2bc · outbound
This paper cites Cloud-native database systems at alibaba: Opportunities and challenges.
Top Ten Challenges Towards Agentic Neural Graph Databases Cloud-native database systems at alibaba: Opportunities and challenges
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.980458Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 96c26830-9440-4c85-af95-46781e2740c8 · outbound
This paper cites Cypher: An evolving query language for property graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Cypher: An evolving query language for property graphs
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.967805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 65743447-2ba3-4935-8ee0-9663176445c8 · outbound
This paper cites Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks.
Top Ten Challenges Towards Agentic Neural Graph Databases Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Reference 80
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.345485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1de9bd0f-3bd0-452a-8304-986c66d28e06 · outbound
This paper cites G- core: A core for future graph query languages.
Top Ten Challenges Towards Agentic Neural Graph Databases G- core: A core for future graph query languages
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.955657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a6da7077-cc99-432a-8690-7cc7e182f069 · outbound
This paper cites Reasoning Over Semantic-Level Graph for Fact Checking.
Top Ten Challenges Towards Agentic Neural Graph Databases Reasoning Over Semantic-Level Graph for Fact Checking
Reference 82
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.354111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09ab065c-6c77-4ede-9ed2-dc467280ee25 · outbound
This paper cites Entity linking with a knowledge base: Issues, techniques, and solutions.
Top Ten Challenges Towards Agentic Neural Graph Databases Entity linking with a knowledge base: Issues, techniques, and solutions
Reference 83
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.942462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2d161763-3da1-403a-847a-b32f7a713201 · outbound
This paper cites Eventground: Narrative reasoning by grounding to eventuality-centric knowledge graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases Eventground: Narrative reasoning by grounding to eventuality-centric knowledge graphs
Reference 84
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.930176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6ce9f10e-fa41-46de-ae3e-883e04957e85 · outbound
This paper cites Dense X Retrieval: What Retrieval Granularity Should We Use?.
Top Ten Challenges Towards Agentic Neural Graph Databases Dense X Retrieval: What Retrieval Granularity Should We Use?
Reference 85
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T15:18:14.369252Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0011271c-4206-4a59-90e4-e36ceafbbc08 · outbound
This paper cites Understanding inter-session intentions via complex logical reasoning, 2024.
Top Ten Challenges Towards Agentic Neural Graph Databases Understanding inter-session intentions via complex logical reasoning, 2024
Reference 86
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T15:18:14.911994Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7657ff59-406a-49bf-abf0-b4327dcf50fd · outbound
This paper cites SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs.
Top Ten Challenges Towards Agentic Neural Graph Databases SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs
Reference 2022
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T15:18:14.553394Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation 5c0112f6-ee47-4b8b-af9f-70a74c8231bd · inbound
Enhancing Transformers for Generalizable First-Order Logical Entailment cites this paper.
Enhancing Transformers for Generalizable First-Order Logical Entailment Top Ten Challenges Towards Agentic Neural Graph Databases
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T22:48:53.407861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da225a02-54ef-4ecc-83df-11b5e58a64dc · inbound
KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning cites this paper.
KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning Top Ten Challenges Towards Agentic Neural Graph Databases
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-30T20:35:02.797166Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d8fb2308-3df3-443b-a619-4c54788f53f8 · inbound
Neural Scalable Symbolic Search Framework for Complex Logical Queries with Multiple Free Variables cites this paper.
Neural Scalable Symbolic Search Framework for Complex Logical Queries with Multiple Free Variables Top Ten Challenges Towards Agentic Neural Graph Databases
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T21:53:58.929798Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e2126382-85de-4dec-83ee-0289f7b5e40d · inbound
HypoAgent: An Agentic Framework for Interactive Abductive Hypothesis Generation over Knowledge Graphs cites this paper.
HypoAgent: An Agentic Framework for Interactive Abductive Hypothesis Generation over Knowledge Graphs Top Ten Challenges Towards Agentic Neural Graph Databases
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T19:36:09.072620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.