Paper Citation Record · LEDGER

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation

As of 10 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 2 inbound Pith citation observations for arXiv:2506.22303.

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

pith.paper-citation-record.v1
2506.22303 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:12:21.374495Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:23:17.814021Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T21:26:39.812959Z

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy4
unresolved45
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 75fd2626-084a-4acf-8c5d-3a3068fc7060 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:30.154698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5c18acdb-7b42-4fc0-bdb9-bda5b85592fd · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:29.919487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 62c18c2b-3647-46a9-b0af-85b90433da4a · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:29.793720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 64b82b52-e9f9-4400-83a2-b55367822e19 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:29.614825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d44b399c-dad3-4bce-83ea-45d74e869681 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:29.451353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1cb40446-2271-4cd7-a069-319a88ac38ef · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:17.612941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21909439-86b2-48b4-8020-935e1bc8fa2d · outbound

This paper cites Kingma Diederik and Jimmy Lei Ba.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Kingma Diederik and Jimmy Lei Ba

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:12:29.278844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3f1a4ff6-015b-4518-a888-79117fad0a30 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:29.085782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0bbf2754-9256-4e76-af33-62071b485be0 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:28.935451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3b6ec8e7-ee4a-4566-82d8-a47e367ede2b · outbound

This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:18.009574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f786cd55-a562-446c-9ca5-5025b6cf7bb5 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:18.061709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ece82f5e-56b6-466a-b044-6cdc8c3542a8 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:28.694469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1f72b31d-f705-499d-b357-02449a4099fa · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:28.518616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5f52dd3d-4c3f-45ea-8409-c94948204383 · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:18.240197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 597cf959-04fb-4dba-a366-c16bd25ad654 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:28.326336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c3a95da4-9da3-41a2-ab61-e704e909d01c · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:28.148473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e5dc4b5f-3931-4274-bdff-406e00347883 · outbound

This paper cites RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation RLTutor: Reinforcement Learning Based Adaptive Tutoring System by Modeling Virtual Student with Fewer Interactions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:18.490012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a88ca6-21c4-4cad-8662-0a96620fd47f · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:27.933537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation db18bc68-1ea1-4a55-b3c4-37f685caee0f · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:18.611956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4773c572-1006-4039-9296-2ba5c9e747db · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:27.533490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 60665586-6c1e-413e-a157-45643357bc23 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:27.335024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 34503f22-84e5-4936-981d-729bfb6373d5 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:27.081028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 430d74d4-5f77-491c-9ca9-2810828d41d3 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:26.863228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 520aad67-95f6-4f46-a1d2-f44b514ad86b · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:26.684931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3b28d6d3-168a-46a1-8853-20c1df3b9d68 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:26.461636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 58294f55-45ee-4fcd-8489-d1b501323e29 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:26.270785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b7465519-1c9b-4ba7-b7e7-9a511d15edd9 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:26.115046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation db1626d5-1710-4881-aafb-2905725a1149 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:19.253624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42e53b7f-0ee0-48b4-9f59-6178475d3786 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:25.715567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c6966cd6-9c78-485e-9791-ffd09c5564ce · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:25.576425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 810dfe7e-a9e8-41c6-b651-a46ba5e8d511 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:25.324926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1cdbb49a-070e-442a-a61d-82724a755af4 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:19.489802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6961ce-b2bf-4806-9d39-3459beabde2d · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:25.103436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a421f331-f696-49f6-a73d-76c9137f3aca · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:24.567730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e0063b36-1174-41f3-a409-6ed6888a55ad · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:24.273713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aeba03bb-e840-40e9-b8a4-5c75bb72ef6f · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:23.979489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f9f9a2c8-7a9c-4ae4-a42e-0ea67d034a16 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:23.653563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 83064fd1-2939-4a2c-8046-e47e814356dc · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:23.362781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7787aa78-792d-4c5b-856a-0959aca8c6c0 · outbound

This paper cites TextGrad: Automatic "Differentiation" via Text.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation TextGrad: Automatic "Differentiation" via Text

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:20.551901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b6b17e4-ff91-4c4e-a1d0-4e83fc6776c0 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:20.661834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3935d37-7101-420c-812b-8db274b06dbc · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:23.128526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 784cd622-763a-4cd8-b51f-6fd6c35631e6 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:22.904640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 23f94ef2-8258-459f-938b-89a3c2761da0 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:22.530612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f0da96a6-14dd-4378-9739-5e2e2e3c5f33 · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:22.141867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1764be91-73dc-448d-b725-e92e7165888d · outbound

This paper cites an unresolved cited work.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T22:12:21.719695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5a0b0d95-3588-4069-bc4e-dc1f188069d7 · outbound

This paper cites Proximal Policy Optimization Algorithms.

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation Proximal Policy Optimization Algorithms

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-06T22:12:19.598965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f7c290f-4a77-421c-9004-1069e7dd0c88 · outbound

This paper cites In Proceedings of 2019 Advances in Neural Information Processing Systems (NeurIPS- 2019).

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation In Proceedings of 2019 Advances in Neural Information Processing Systems (NeurIPS- 2019)

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:12:25.858351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d3cc0c69-d97d-4448-85eb-364d80a5138c · outbound

This paper cites In Proceedings of 2020 Advances in Neural Information Processing Systems (NeurIPS- 2020).

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation In Proceedings of 2020 Advances in Neural Information Processing Systems (NeurIPS- 2020)

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:12:27.743051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c4450a71-13f0-4570-8428-7f332f20821b · outbound

This paper cites In Proceedings of the 45th international ACM SIGIR conference on research and development in information retrieval (SIGIR-2022).

GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation In Proceedings of the 45th international ACM SIGIR conference on research and development in information retrieval (SIGIR-2022)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T22:12:24.867953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation 4a032c4e-3f44-4130-9b94-ef5ca89dda12 · inbound

LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation cites this paper.

LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:26:39.814905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f8a0c86c-f6ee-4f1e-b94a-b93247a2babf · inbound

LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation cites this paper.

LiveGraph: Active-Structure Neural Re-ranking for Exercise Recommendation GraphRAG-Induced Dual Knowledge Structure Graphs for Personalized Learning Path Recommendation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T22:23:17.814021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.