Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:38:36.111447Z
Paper Citation Record · LEDGER
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
As of 19 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2505.00983.
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 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
34 of 34 outbound references displayed
- verified exact0
- verified fuzzy14
- unresolved20
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 11aef215-6567-4d6d-9ca1-af2c77c99543 · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:37.092341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7b3bfa74-4342-44ec-8423-2309128babd8 · outbound
This paper cites We default to using AUC and AP in the evaluation of the link prediction tasks, and ACC to evaluate the predictive performance of node-level tasks.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach We default to using AUC and AP in the evaluation of the link prediction tasks, and ACC to evaluate the predictive performance of node-level tasks
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.510707Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0bf01b89-dfdd-43eb-bf20-c99006020416 · outbound
This paper cites The circle represents a special topology where a node can walk back to itself, and its existence will alleviate walk interruption.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach The circle represents a special topology where a node can walk back to itself, and its existence will alleviate walk interruption
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.160538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation aa4c761a-6e50-448c-b07a-25c1ad7154ad · outbound
This paper cites A Simple and Scalable Graph Neural Network for Large Directed Graphs.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach A Simple and Scalable Graph Neural Network for Large Directed Graphs
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.433422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e32e87d1-4523-4a24-9bd0-291ce7b60e78 · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.459016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5c623f6e-82e8-450a-a503-c6fed877aeb3 · outbound
This paper cites On evaluating the donsker-varadhan i-function.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach On evaluating the donsker-varadhan i-function
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.350739Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e30c03d-7ff3-4c6d-9a26-81fe4e1f8aab · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.419932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ba476ac0-3b79-42e1-b70a-f90506f2db70 · outbound
This paper cites Directed Graph Convolutional Network.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Directed Graph Convolutional Network
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.545594Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c3cd711-f5c1-4e9b-984d-6a34fd6ab5a5 · outbound
This paper cites Data-centric Graph Learning: A Survey.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Data-centric Graph Learning: A Survey
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.551019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f45c8fb-c7ea-46c9-930a-4b30835591d5 · outbound
This paper cites Graph Neural Networks for Graphs with Heterophily: A Survey.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Graph Neural Networks for Graphs with Heterophily: A Survey
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.648073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb699482-0a3f-4fc5-93db-3489e627c79f · outbound
This paper cites Towards Data-centric Graph Machine Learning: Review and Outlook.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Towards Data-centric Graph Machine Learning: Review and Outlook
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.653423Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9510e75a-4304-44b2-a035-6c2e0e8e47fe · outbound
This paper cites Outline The appendix is organized as follows: A.1 HKT Construction and Hierarchical Graph Clustering.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Outline The appendix is organized as follows: A.1 HKT Construction and Hierarchical Graph Clustering
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.232882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4629f36a-f774-4c7d-8ef7-25fb7c20cd93 · outbound
This paper cites The chosen activation function isσ(·) =− log(1 + exp(·)).
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach The chosen activation function isσ(·) =− log(1 + exp(·))
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.990858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6eeaf591-668b-41f5-b41a-31b5f2ecf1f7 · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.949286Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 24c3ccaa-17af-4771-8be4-74356086956f · outbound
This paper cites Nodes correspond to tolokers (workers) who have engaged in at least one of the 13 selected projects.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Nodes correspond to tolokers (workers) who have engaged in at least one of the 13 selected projects
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.883659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2656bbb5-c567-4b26-9b6b-5eee3fe1b058 · outbound
This paper cites Nodes are connected by an edge if the words either follow each other in the text or are linked in the sentence’s dependency tree.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Nodes are connected by an edge if the words either follow each other in the text or are linked in the sentence’s dependency tree
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.813519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f25e4a79-3186-4e95-844d-31bb3194f27c · outbound
This paper cites Nodes represent various products, and edges connect items frequently bought together.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Nodes represent various products, and edges connect items frequently bought together
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.794876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c5fa52d2-ffdd-4eec-a85d-dd53de46bbef · outbound
This paper cites Each paper comes with a 128- dimensional feature vector obtained by averaging the embeddings of words in its title and abstract.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Each paper comes with a 128- dimensional feature vector obtained by averaging the embeddings of words in its title and abstract
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.777493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 584cc6c6-6626-4752-adab-0338056e6201 · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.760748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 0b363412-16da-4bb1-a515-59dade157d8a · outbound
This paper cites The descriptions of them can be found later in this section.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach The descriptions of them can be found later in this section
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.685545Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4b2e08a9-5a43-43a6-b7d0-887159014d8f · outbound
This paper cites This strategy provides better node representation capabilities and enhanced robustness when dealing with graph noise.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach This strategy provides better node representation capabilities and enhanced robustness when dealing with graph noise
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.624516Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6ab5241-8594-44f1-8dc3-edce998f89f0 · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.604553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation db38fffe-5c06-41a0-9321-fcba6a24a8ce · outbound
This paper cites 𝑝!" 𝑝!" 𝑝!.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach 𝑝!" 𝑝!" 𝑝!
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.585889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a0b375a0-d595-44e4-8033-7a2fb0f8567e · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:36.440749Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b265e227-6eef-4110-af4b-a3f3e2b44f4e · outbound
This paper cites Pitfalls of Graph Neural Network Evaluation.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Pitfalls of Graph Neural Network Evaluation
Reference 1948
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.539241Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 646e9eee-239d-4f13-bfe0-e4fddd6c586b · outbound
This paper cites Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks
Reference 2005
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.497921Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 918e8620-4b0e-4d41-9263-0fe7a337a9b8 · outbound
This paper cites Datasets: A Community Library for Natural Language Processing.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Datasets: A Community Library for Natural Language Processing
Reference 2010
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.349681Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a5dbcf6-0e7d-4603-b577-90e75fb9d656 · outbound
This paper cites Learning Word Vectors for 157 Languages.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Learning Word Vectors for 157 Languages
Reference 2014
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.266610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ceb5bd3-7fb6-40c4-8b6b-a3cf0167d3f6 · outbound
This paper cites Here, we use F (·,·) to compute the dependency.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Here, we use F (·,·) to compute the dependency
Reference 2018
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:37.072913Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1e480345-0914-46cc-bd01-099ad372ad4e · outbound
This paper cites HoloNets: Spectral Convolutions do extend to Directed Graphs.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach HoloNets: Spectral Convolutions do extend to Directed Graphs
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.279243Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a42f2dc5-bc61-4086-968c-4d78e5737f06 · outbound
This paper cites The dataset consists of nodes corresponding to computer science articles, with edges based on hyperlinks and 10 classes representing different branches of the field.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach The dataset consists of nodes corresponding to computer science articles, with edges based on hyperlinks and 10 classes representing different branches of the field
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:38:36.932455Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation dc3526b3-6ab0-49e2-9a45-83f58a836ca6 · outbound
This paper cites an unresolved cited work.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Unresolved cited work
Reference 2021
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:38:37.370604Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d99a13a6-5f4e-4bf9-850c-9188645b902e · outbound
This paper cites Hierarchical Graph Pooling with Structure Learning.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach Hierarchical Graph Pooling with Structure Learning
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.557025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f71c064-cb35-487e-9a57-13a84be783b2 · outbound
This paper cites URL https://github.
Toward Data-centric Directed Graph Learning: An Entropy-driven Approach URL https://github
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:38:35.426711Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.