Paper Citation Record · LEDGER

Transformers for Complex Query Answering over Knowledge Hypergraphs

As of 21 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 1 inbound Pith citation observation for arXiv:2504.16537.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.16537 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:04:33.560024Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:48:53.636239Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-10T22:48:54.529852Z

Reference resolution

49 of 49 outbound references displayed

verified exact7
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 09f27603-c60b-4029-b0e3-b74110542f15 · outbound

This paper cites BoxE: A Box Embedding Model for Knowledge Base Completion.

Transformers for Complex Query Answering over Knowledge Hypergraphs BoxE: A Box Embedding Model for Knowledge Base Completion

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.360154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f9a2c95-0af1-4554-909d-ac4df8f05903 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.365144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c055415-4936-49e5-b9fa-71226aaa1132 · outbound

This paper cites Query Embedding on Hyper-relational Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Query Embedding on Hyper-relational Knowledge Graphs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.369285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ab42af-8783-4f36-955b-15b7f149d439 · outbound

This paper cites Neural Methods for Logical Reasoning Over Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Neural Methods for Logical Reasoning Over Knowledge Graphs

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:04:34.161413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5d5044f-deda-4148-a12c-1cd9a1ad196e · outbound

This paper cites Complex Query Answering with Neural Link Predictors.

Transformers for Complex Query Answering over Knowledge Hypergraphs Complex Query Answering with Neural Link Predictors

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.377703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04890031-2038-4391-9a74-c051e7897335 · outbound

This paper cites Understanding Inter-Session Intentions via Complex Logical Reasoning.

Transformers for Complex Query Answering over Knowledge Hypergraphs Understanding Inter-Session Intentions via Complex Logical Reasoning

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:04:34.132839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1603bbad-c31a-42a3-b6fd-7bcf3375fd3c · outbound

This paper cites Sequential Query Encoding For Complex Query Answering on Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Sequential Query Encoding For Complex Query Answering on Knowledge Graphs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.386512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12a13f38-73f0-4918-8e6e-71fe271078bf · outbound

This paper cites Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization.

Transformers for Complex Query Answering over Knowledge Hypergraphs Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.390684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767067f6-5b69-4add-9f71-752bd9f8b8bb · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:04:34.495717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9bd9553e-dddc-4d17-961b-749e0916d971 · outbound

This paper cites Fuzzy Logic Based Logical Query Answering on Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Fuzzy Logic Based Logical Query Answering on Knowledge Graphs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.398180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb8faada-9acc-496e-86cb-63396035a48a · outbound

This paper cites Convolutional 2D Knowledge Graph Embeddings.

Transformers for Complex Query Answering over Knowledge Hypergraphs Convolutional 2D Knowledge Graph Embeddings

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.403201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20dc66b-e7ce-4f2b-aced-7027974fe90d · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-16T11:04:34.074755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd455419-cbc5-49e3-ada4-5e097edc4ee7 · outbound

This paper cites Knowledge Hypergraph Embedding Meets Relational Algebra.

Transformers for Complex Query Answering over Knowledge Hypergraphs Knowledge Hypergraph Embedding Meets Relational Algebra

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-08-16T11:04:34.063725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1a10562-af17-4b70-962e-54e3f2ed4834 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.414964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dee1a60-ea74-4173-8845-da5710f32ba7 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 15

Resolution: verified exact; doi, observed 2026-08-16T11:04:34.042946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1807f5c-1418-4f1d-8bc9-0a24f5f967b0 · outbound

This paper cites Embedding Logical Queries on Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Embedding Logical Queries on Knowledge Graphs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.422429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9e5d530-fd64-4a76-b089-0bee339d7f16 · outbound

This paper cites Link Prediction with Relational Hypergraphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Link Prediction with Relational Hypergraphs

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-16T11:04:34.020208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f3106a25-ab20-4141-beb9-ba808fcf097a · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.430815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0faa1251-2d73-4408-924d-ad9083241a27 · outbound

This paper cites KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning.

Transformers for Complex Query Answering over Knowledge Hypergraphs KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.434888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfa15d0e-4f49-450c-a6ea-c8642fb444c9 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.438911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d25a47f1-85b0-4692-90d4-707ec8ff1535 · outbound

This paper cites Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph Modeling.

Transformers for Complex Query Answering over Knowledge Hypergraphs Generalizing Hyperedge Expansion for Hyper-relational Knowledge Graph Modeling

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.443012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91fae165-f7b9-4044-b16a-4a5eb183285b · outbound

This paper cites Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases.

Transformers for Complex Query Answering over Knowledge Hypergraphs Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.447466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774ec52a-8d79-47c3-9daa-f9aac391b88b · outbound

This paper cites NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.451689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de1acc7-8b14-4381-8eed-22ac67330794 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:04:34.484093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e40e42f0-6bfc-4e15-803a-d75e8bf7ca4c · outbound

This paper cites Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases.

Transformers for Complex Query Answering over Knowledge Hypergraphs Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.459259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d95a080e-2dbc-409f-8ec3-23f51dd79248 · outbound

This paper cites Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings.

Transformers for Complex Query Answering over Knowledge Hypergraphs Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.463365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1eefd5-dcee-4ad9-9e9c-a7c29c55b424 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:04:34.471876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 256e4e04-1076-43eb-aa3e-46eac0b865cb · outbound

This paper cites Self-Attention with Relative Position Representations.

Transformers for Complex Query Answering over Knowledge Hypergraphs Self-Attention with Relative Position Representations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.471648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d79ff5-ed49-4fc4-9ffb-6681a1431c17 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Transformers for Complex Query Answering over Knowledge Hypergraphs RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.475785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 642e8c57-2822-4c8b-b730-6e0e537b76c7 · outbound

This paper cites RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space.

Transformers for Complex Query Answering over Knowledge Hypergraphs RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.479955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff9079d-e705-4a0a-a8a8-7c0e7017cf84 · outbound

This paper cites Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks.

Transformers for Complex Query Answering over Knowledge Hypergraphs Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.484133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d692610e-6d56-4103-86a3-882ccbe3806f · outbound

This paper cites Complex Embeddings for Simple Link Prediction.

Transformers for Complex Query Answering over Knowledge Hypergraphs Complex Embeddings for Simple Link Prediction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.488034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 377672c0-5c8a-4985-9e50-d24c0fc03c02 · outbound

This paper cites Attention Is All You Need.

Transformers for Complex Query Answering over Knowledge Hypergraphs Attention Is All You Need

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.492122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2aa2256-b736-4c2d-b10f-5adc19d5a5b7 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 34

Resolution: verified exact; doi, observed 2026-08-16T11:04:33.779664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50309013-1b3d-4e47-bf5c-56d2e1aa6fa8 · outbound

This paper cites Heterogeneous Graph Attention Network.

Transformers for Complex Query Answering over Knowledge Hypergraphs Heterogeneous Graph Attention Network

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.499740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c69c15b-fca5-42aa-b078-6fcdebfd388c · outbound

This paper cites Logical Message Passing Networks with One-hop Inference on Atomic Formulas.

Transformers for Complex Query Answering over Knowledge Hypergraphs Logical Message Passing Networks with One-hop Inference on Atomic Formulas

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.503684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 937f50ff-e265-41e3-879c-db5a4a7fd760 · outbound

This paper cites Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.508113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19cde9ca-2289-4378-9964-0ea3381dfff2 · outbound

This paper cites On the representation and embedding of knowledge bases beyond binary relations.

Transformers for Complex Query Answering over Knowledge Hypergraphs On the representation and embedding of knowledge bases beyond binary relations

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.512939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab2b00be-dbdb-4983-8d22-a49752e88342 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-16T11:04:33.719344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7c12d90-cb0e-4304-8269-07914d9f19ef · outbound

This paper cites Neural-Symbolic Entangled Framework for Complex Query Answering.

Transformers for Complex Query Answering over Knowledge Hypergraphs Neural-Symbolic Entangled Framework for Complex Query Answering

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.521932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05971a46-a3a3-4b13-a589-5ce46b080871 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:04:34.459568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30e9c627-f769-486c-9f30-73015a1724c2 · outbound

This paper cites HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.531038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ea68c06-28f4-4d17-9932-f8da521cf96f · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 43

Resolution: malformed identifier; no resolver link, observed 2026-08-16T11:04:33.535614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 820d0040-602f-4038-9b5e-5e87ad45ca76 · outbound

This paper cites Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering.

Transformers for Complex Query Answering over Knowledge Hypergraphs Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.539895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9dcb76-2296-49f2-b980-ccebc1ed54e5 · outbound

This paper cites an unresolved cited work.

Transformers for Complex Query Answering over Knowledge Hypergraphs Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.544276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e82331-5779-4b7c-9309-e78150e04cba · outbound

This paper cites ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs.

Transformers for Complex Query Answering over Knowledge Hypergraphs ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.547948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 164d4861-6e5c-4a69-aee8-f16cb6b52e93 · outbound

This paper cites Enhancing Transformers for Generalizable First-Order Logical Entailment.

Transformers for Complex Query Answering over Knowledge Hypergraphs Enhancing Transformers for Generalizable First-Order Logical Entailment

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.552034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5b1af1b-bfa0-4ea4-bc13-23baeab197b2 · outbound

This paper cites online" 'onlinestring :=.

Transformers for Complex Query Answering over Knowledge Hypergraphs online" 'onlinestring :=

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.555991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f59ed8-e022-4c6a-8664-6a30d8a09af6 · outbound

This paper cites write newline.

Transformers for Complex Query Answering over Knowledge Hypergraphs write newline

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-16T11:04:33.560024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c3581dd2-5807-4936-a213-f5a1c7146149 · inbound

Enhancing Transformers for Generalizable First-Order Logical Entailment cites this paper.

Enhancing Transformers for Generalizable First-Order Logical Entailment Transformers for Complex Query Answering over Knowledge Hypergraphs

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-10T22:48:54.536477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.