Paper Citation Record · LEDGER

Let Your Graph Do the Talking: Encoding Structured Data for LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 26 inbound Pith citation observations for arXiv:2402.05862.

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

pith.paper-citation-record.v1
2402.05862 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 26 of 26 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:42:57.098416Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

7
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 50a8b4eb-b85f-487f-9a70-600a93ea553d · inbound

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models cites this paper.

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:37:32.016559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 164f3290-2e23-4dbc-a8ef-901b5d79a03c · inbound

Multimodal Medical Code Tokenizer cites this paper.

Multimodal Medical Code Tokenizer Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.098416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a431ae-31c9-4481-9eea-6ea3fe575b05 · inbound

Spectral Journey: How Transformers Predict the Shortest Path cites this paper.

Spectral Journey: How Transformers Predict the Shortest Path Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T23:44:10.842813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f27037-fc5c-4d5d-8eb4-479fddcf45a5 · inbound

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks cites this paper.

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:58:37.145173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ccf3fb3-5dd8-48f7-9523-fc31484157cb · inbound

G1: Teaching LLMs to Reason on Graphs with Reinforcement Learning cites this paper.

G1: Teaching LLMs to Reason on Graphs with Reinforcement Learning Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:34:04.112727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb477d62-1f18-487a-9d1a-5cfef0d628a5 · inbound

Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment cites this paper.

Generalizable LLM Learning of Graph Synthetic Data with Post-training Alignment Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T12:02:44.611941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 472fc51b-f42e-4220-9e2c-ebf6ae3bade1 · inbound

Are Large Language Models Good Temporal Graph Learners? cites this paper.

Are Large Language Models Good Temporal Graph Learners? Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:09:43.562095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 418d2b1c-b155-4850-af18-7d8445b9e85b · inbound

Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring Data cites this paper.

Graph-Based Physics-Guided Urban PM2.5 Air Quality Imputation with Constrained Monitoring Data Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T05:51:02.835418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cfd3b10-90ab-49f1-afad-68cd4ae14c57 · inbound

Modeling Code: Is Text All You Need? cites this paper.

Modeling Code: Is Text All You Need? Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T17:11:49.719008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be0bc078-97a6-4fd8-9512-ecb922c0078e · inbound

Exploring the In-Context Learning Capabilities of LLMs for Money Laundering Detection in Financial Graphs cites this paper.

Exploring the In-Context Learning Capabilities of LLMs for Money Laundering Detection in Financial Graphs Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-19T03:57:02.964867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 56645149-51d2-4ff8-adcf-ba8c101a2056 · inbound

Harnessing Adaptive Topology Representations for Zero-Shot Graph Question Answering cites this paper.

Harnessing Adaptive Topology Representations for Zero-Shot Graph Question Answering Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:20.857765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb783ae2-60d1-4d08-846f-1355fbf3f4a5 · inbound

Efficient Graph Understanding with LLMs via Structured Context Injection cites this paper.

Efficient Graph Understanding with LLMs via Structured Context Injection Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T13:19:47.547168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee465691-ffa1-45c0-8237-8be7b0285dcd · inbound

Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning cites this paper.

Efficiently Learning Branching Networks for Multitask Algorithmic Reasoning Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T19:22:02.445263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e43032a-30d6-4f33-a1ab-5fdc20287857 · inbound

Heterogeneous Scientific Foundation Model Collaboration cites this paper.

Heterogeneous Scientific Foundation Model Collaboration Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 143

Resolution: verified exact; arxiv_id, observed 2026-05-09T04:30:09.957806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 55a207df-2d15-4428-a5c2-cc3e9f1bff89 · inbound

Bridging Input Feature Spaces Towards Graph Foundation Models cites this paper.

Bridging Input Feature Spaces Towards Graph Foundation Models Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:41:08.673821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ac7f3aa-463d-4365-a886-0aa0b7005a32 · inbound

RelAgent: LLM Agents as Data Scientists for Relational Learning cites this paper.

RelAgent: LLM Agents as Data Scientists for Relational Learning Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:15:56.322694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a5ab4c58-63e2-4e2e-8436-e35a131e0e6c · inbound

SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory cites this paper.

SAGE: A Self-Evolving Agentic Graph-Memory Engine for Structure-Aware Associative Memory Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 244

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:57:17.762220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8c8f8d5b-4c90-4185-b739-d6cc5ece75ee · inbound

A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning cites this paper.

A Unified Graph Language Model for Multi-Domain Multi-Task Graph Alignment Instruction Tuning Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:42:25.959187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e124c7fa-c355-41fa-9c6c-0b4ffdda659e · inbound

KoRe: Compact Knowledge Representations for Large Language Models cites this paper.

KoRe: Compact Knowledge Representations for Large Language Models Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:28:05.106955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5b7f38eb-4f55-476b-8ee3-441ef483c651 · inbound

KoRe: Compact Knowledge Representations for Large Language Models cites this paper.

KoRe: Compact Knowledge Representations for Large Language Models Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T13:39:15.683309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fec324b2-f7f4-4f2d-9313-d8e40c7eb723 · inbound

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation cites this paper.

Mixture-of-Experts Knowledge Graph Retrieval-Augmented Generation for Multi-Agent LLM-based Recommendation Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:13:17.964290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 589fb112-4a1a-4fe0-943e-a648ece5a520 · inbound

Edge-Aware Curvature Modeling for Graph Understanding in Large Language Models cites this paper.

Edge-Aware Curvature Modeling for Graph Understanding in Large Language Models Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-02T15:47:06.048382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 23a58642-77ad-42ad-bd4f-552c22dc6ab3 · inbound

Are Large Language Models Suitable for Graph Computation? Progress and Prospects cites this paper.

Are Large Language Models Suitable for Graph Computation? Progress and Prospects Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 227

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:07:12.264737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 08b64dd0-fda8-4b0c-8142-1d8152614c75 · inbound

GraphInfer-Bench: Benchmarking LLM's Inference Capability on Graphs cites this paper.

GraphInfer-Bench: Benchmarking LLM's Inference Capability on Graphs Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:57:47.504673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bb86061a-d8cb-4532-882c-4d859f0ad647 · inbound

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage cites this paper.

C-RE-ACT: Causal RE-ACTing Agent for O-RAN Forensic Triage Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T01:26:39.129204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 216fc8d6-7966-4330-8f6a-db23f3f93454 · inbound

GARDRec: Decision-Level Graph Grounding for Large Language Model Recommendation cites this paper.

GARDRec: Decision-Level Graph Grounding for Large Language Model Recommendation Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:46.461814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.