Pith. sign in

Paper Citation Record · LEDGER

Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2311.14324.

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

pith.paper-citation-record.v1
2311.14324 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:07:10.329732Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T23:19:27.964642Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation b7032454-d030-4a62-a694-349769622dd2 · inbound

An Automatic Graph Construction Framework based on Large Language Models for Recommendation cites this paper.

An Automatic Graph Construction Framework based on Large Language Models for Recommendation Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-11T04:58:31.534077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:58:31.534077Z digest=sha256:dde9b45751319a019f5a4f46a056073072edc8e98c15309d0655434f5966a0f3

Observation b4e10ef4-420c-4d46-8fa9-50f82ffbc92b · inbound

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning cites this paper.

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-10T22:38:28.899095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T22:38:28.899095Z digest=sha256:21b80ca2cfa68c34564e88077eb95023caa5476d86965f88878a58465ae5f61e

Observation 61df3fb3-0f27-415f-9070-2c760b449c72 · inbound

GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation cites this paper.

GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T20:35:36.857272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T20:35:36.857272Z digest=sha256:ca65ecfa490dbb4f1987400ca8e0f9685e53428c57bd0feacf08061f0863d85c

Observation 18c4e83a-a94a-4f46-8a79-235de907c8c2 · inbound

Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data cites this paper.

Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-16T01:07:10.329732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T01:07:10.329732Z digest=sha256:0ceaf204abd36335ba3e26f5ef7bb00029df6c9aaf1cf1da420d0a9bc2c960e3

Observation 23bc7301-f223-4d93-82f2-da1e01e06512 · inbound

Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation cites this paper.

Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T22:07:46.176810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:07:46.176810Z digest=sha256:7b47fe84e373bb9bbd5b4e6ba2fb19ad34c624e154241b070a5d5f882aa43479

Observation da52ecd8-802e-44c1-8c78-46be6e213b6c · inbound

Efficient Text-Attributed Graph Learning through Selective Annotation and Graph Alignment cites this paper.

Efficient Text-Attributed Graph Learning through Selective Annotation and Graph Alignment Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:53.289692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:53.289692Z digest=sha256:3db77a0ca8b7701b3118feef2010f5121013287b4cbef3dbe38fb83028b86b6d

Observation cc89aba4-8199-42df-b73a-7ef8368eb850 · inbound

Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017 cites this paper.

Robust Anomaly Detection in Network Traffic: Evaluating Machine Learning Models on CICIDS2017 Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:19:28.030399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T23:19:27.724788Z digest=sha256:c35d99bde032969652cb6f9fc46d5d5b1ac5ee11ad83430335ef9867cfebfb2c