Paper Citation Record · LEDGER

LLaGA: Large Language and Graph Assistant

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 42 inbound Pith citation observations for arXiv:2402.08170.

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

pith.paper-citation-record.v1
2402.08170 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 42 of 42 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 42 of 42 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:31:05.648169Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:08:03.233122Z

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 3b6cbeb4-7880-499b-9bfc-912768e1e72c · inbound

One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphs cites this paper.

One Model for One Graph: A New Perspective for Pretraining with Cross-domain Graphs LLaGA: Large Language and Graph Assistant

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T05:35:47.299433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42297b25-8de3-4e6d-a469-f3f54915d0f9 · inbound

Enhancing Item Tokenization for Generative Recommendation through Self-Improvement cites this paper.

Enhancing Item Tokenization for Generative Recommendation through Self-Improvement LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T05:48:47.888409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81f438e5-66c5-4cf9-8cc4-72f35e266600 · inbound

Retrieval-Augmented Generation with Graphs (GraphRAG) cites this paper.

Retrieval-Augmented Generation with Graphs (GraphRAG) LLaGA: Large Language and Graph Assistant

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:33:39.577069Z

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 970e7399-eab9-4f86-a709-9abc7afb4d33 · 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 LLaGA: Large Language and Graph Assistant

Reference 104

Resolution: unresolved; no resolver link, observed 2026-08-10T22:38:29.038029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea8b40a5-6538-49ee-ae43-7373f23f2e3c · inbound

Each Graph is a New Language: Graph Learning with LLMs cites this paper.

Each Graph is a New Language: Graph Learning with LLMs LLaGA: Large Language and Graph Assistant

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T18:18:17.666673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7abfbfee-2ba1-4f89-9ac0-1fc328da1730 · inbound

HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks cites this paper.

HierPromptLM: A Pure PLM-based Framework for Representation Learning on Heterogeneous Text-rich Networks LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:50:52.659501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126f3c8a-b29e-40f8-af17-250fba39dec9 · inbound

GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design cites this paper.

GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design LLaGA: Large Language and Graph Assistant

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T14:01:38.269750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f48e32c-76d9-4b25-ae77-6901210758ad · inbound

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

Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data LLaGA: Large Language and Graph Assistant

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-16T01:07:10.290271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae43084d-2447-48e8-9263-1066ad71f669 · inbound

Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling cites this paper.

Scalability Matters: Overcoming Challenges in InstructGLM with Similarity-Degree-Based Sampling LLaGA: Large Language and Graph Assistant

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T04:31:05.648169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a73fbb5-06f3-495e-9b0f-0d723445fce5 · inbound

Relation-Aware Graph Foundation Model cites this paper.

Relation-Aware Graph Foundation Model LLaGA: Large Language and Graph Assistant

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:48:05.477309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01db56d0-68e6-40fb-821f-0df61c0fa030 · inbound

MLaGA: Multimodal Large Language and Graph Assistant cites this paper.

MLaGA: Multimodal Large Language and Graph Assistant LLaGA: Large Language and Graph Assistant

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:26:39.956288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e108d0-e4e5-4219-8a7d-03de13845e2c · inbound

Masked Language Models are Good Heterogeneous Graph Generalizers cites this paper.

Masked Language Models are Good Heterogeneous Graph Generalizers LLaGA: Large Language and Graph Assistant

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T06:04:12.654691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea0fe57-1f5e-4acb-856e-654fe8204399 · inbound

H$^2$GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs cites this paper.

H$^2$GFM: Towards unifying Homogeneity and Heterogeneity on Text-Attributed Graphs LLaGA: Large Language and Graph Assistant

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T05:21:34.220095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e36f890-2b83-4cfa-acaf-04351240b353 · inbound

Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning cites this paper.

Graph-MLLM: Harnessing Multimodal Large Language Models for Multimodal Graph Learning LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:14.782110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6ce071-6be5-4064-94de-309a2e6fa379 · inbound

TrustGLM: Evaluating the Robustness of GraphLLMs Against Prompt, Text, and Structure Attacks cites this paper.

TrustGLM: Evaluating the Robustness of GraphLLMs Against Prompt, Text, and Structure Attacks LLaGA: Large Language and Graph Assistant

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:06:58.774276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6777166-fe29-442b-8b42-c8c5f0471c16 · inbound

Toward a Graph Foundation Model: Pre-Training Transformers With Random Walks cites this paper.

Toward a Graph Foundation Model: Pre-Training Transformers With Random Walks LLaGA: Large Language and Graph Assistant

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:00:57.587855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a202db81-c566-4a5d-9310-2d5d1dc4a940 · inbound

Graph World Model cites this paper.

Graph World Model LLaGA: Large Language and Graph Assistant

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-06T17:37:11.642954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46d49cf9-de6f-4917-aa7c-e9a21eda669f · inbound

Text-Attributed Graph Anomaly Detection via Multi-Scale Cross- and Uni-Modal Contrastive Learning cites this paper.

Text-Attributed Graph Anomaly Detection via Multi-Scale Cross- and Uni-Modal Contrastive Learning LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T10:11:30.396426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4919966-897b-49c7-b5ef-394474cb7f0c · inbound

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

Harnessing Adaptive Topology Representations for Zero-Shot Graph Question Answering LLaGA: Large Language and Graph Assistant

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T22:55:20.782817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebbdbb0d-441e-4f57-ab4e-9c0aa45dda5d · inbound

A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models cites this paper.

A Graph Talks, But Who's Listening? Rethinking Evaluations for Graph-Language Models LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T16:47:43.568627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 932b8dee-9fbc-4e89-a8ba-d4186402a002 · inbound

GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning cites this paper.

GSTBench: A Benchmark Study on the Transferability of Graph Self-Supervised Learning LLaGA: Large Language and Graph Assistant

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T14:36:36.352585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6120d4da-c18e-4434-a84c-b922fb5e51e4 · inbound

Graph-Based Alternatives to LLMs for Human Simulation cites this paper.

Graph-Based Alternatives to LLMs for Human Simulation LLaGA: Large Language and Graph Assistant

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:50:33.359071Z

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 f5ff95ec-b986-4f71-bf49-2d45ab99560b · inbound

GraphScout: Empowering Large Language Models with Intrinsic Exploration Ability for Agentic Graph Reasoning cites this paper.

GraphScout: Empowering Large Language Models with Intrinsic Exploration Ability for Agentic Graph Reasoning LLaGA: Large Language and Graph Assistant

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T18:50:17.102072Z

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 159bf324-79c4-4fd8-8b22-176ad9185575 · inbound

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models cites this paper.

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models LLaGA: Large Language and Graph Assistant

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:31:25.500286Z

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 afa58490-2737-4ea9-9c49-fb2e8c2e16be · inbound

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval cites this paper.

Integrating Graphs, Large Language Models, and Agents: Reasoning and Retrieval LLaGA: Large Language and Graph Assistant

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:13:30.254136Z

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 7c60cc52-c6e8-49a3-b1eb-46d91012b34c · inbound

DuConTE: Dual-Granularity Text Encoder with Topology-Constrained Attention for Text-attributed Graphs cites this paper.

DuConTE: Dual-Granularity Text Encoder with Topology-Constrained Attention for Text-attributed Graphs LLaGA: Large Language and Graph Assistant

Reference 127

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:51:09.923380Z

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 1f64b73c-921a-4b77-91d1-6effbea242d1 · inbound

Teaching LLMs to See Graphs: Unifying Text and Structural Reasoning cites this paper.

Teaching LLMs to See Graphs: Unifying Text and Structural Reasoning LLaGA: Large Language and Graph Assistant

Reference 40

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:21:31.597397Z

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 e608f4ae-cbc8-49b0-9ce8-fdf47a5c4cd0 · inbound

Decoupled and Divergence-Conditioned Prompt for Multi-domain Dynamic Graph Foundation Models cites this paper.

Decoupled and Divergence-Conditioned Prompt for Multi-domain Dynamic Graph Foundation Models LLaGA: Large Language and Graph Assistant

Reference 104

Resolution: verified exact; arxiv_id, observed 2026-05-14T20:22:54.447771Z

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 46b5385b-28cf-43bc-acd6-49b2c85f685c · inbound

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation cites this paper.

Graphs of Research: Citation Evolution Graphs as Supervision for Research Idea Generation LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-06-30T20:55:04.065874Z

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 1cf5a874-6d3a-457e-9bf0-cf7dbedcfb41 · inbound

S2Aligner: Pair-Efficient and Transferable Pre-Training for Sparse Text-Attributed Graphs cites this paper.

S2Aligner: Pair-Efficient and Transferable Pre-Training for Sparse Text-Attributed Graphs LLaGA: Large Language and Graph Assistant

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:53:17.625379Z

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 2a5791f5-3e36-46ee-80b8-be381d4f7f16 · inbound

S2Aligner: Pair-Efficient and Transferable Pre-Training for Sparse Text-Attributed Graphs cites this paper.

S2Aligner: Pair-Efficient and Transferable Pre-Training for Sparse Text-Attributed Graphs LLaGA: Large Language and Graph Assistant

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:59:50.884465Z

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 97e7715f-80f0-4fce-94cf-593dae53d6ec · inbound

Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation cites this paper.

Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-02T05:16:39.227710Z

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 7494dc82-84ff-45b6-a08b-50e7066ca800 · inbound

When Graph Tokens Sink: A Mechanistic Analysis of Graph Language Models cites this paper.

When Graph Tokens Sink: A Mechanistic Analysis of Graph Language Models LLaGA: Large Language and Graph Assistant

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:56:27.458558Z

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 b60f4946-a8f0-43d5-adf5-ce228bff4e23 · inbound

Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching cites this paper.

Beyond the Golden Teacher: Enhancing Graph Learning through LLM-GNN Co-teaching LLaGA: Large Language and Graph Assistant

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:07:47.676880Z

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 78125102-d1d1-4b83-9d3e-8d944341bd96 · inbound

GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs cites this paper.

GraspLLM: Towards Zero-Shot Generalization on Text-Attributed Graphs with LLMs LLaGA: Large Language and Graph Assistant

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T11:08:03.234505Z

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 da4f661d-41ae-4e00-8222-0e5fa9ed2b8d · inbound

GLIP: Graph and LLM Joint Pretraining for Graph-Level Tasks cites this paper.

GLIP: Graph and LLM Joint Pretraining for Graph-Level Tasks LLaGA: Large Language and Graph Assistant

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:34:21.247512Z

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 3fb1a865-5f7e-4bed-8107-0331ecbb296b · inbound

PromptGNN-sim: Deep Fusion and Alignment of GNN and LLMs for Text-Attributed Graph Learning cites this paper.

PromptGNN-sim: Deep Fusion and Alignment of GNN and LLMs for Text-Attributed Graph Learning LLaGA: Large Language and Graph Assistant

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:24:26.889524Z

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 b58f6f50-b751-4e25-b85e-d364a750e7b3 · inbound

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation cites this paper.

AGE: Adaptive-masking for Graph Embedding in Graph Retrieval-Augmented Generation LLaGA: Large Language and Graph Assistant

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T18:47:17.227831Z

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 3675eade-20ba-4991-ae10-3c72b0ebcaca · inbound

UNIT: Unleash Large Language Models Potential for Graph Continual Learning cites this paper.

UNIT: Unleash Large Language Models Potential for Graph Continual Learning LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T13:51:14.141383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b734d55-4df5-44e4-8e62-e362571ba049 · inbound

One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models cites this paper.

One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models LLaGA: Large Language and Graph Assistant

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T13:26:33.392636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6390801-0f0a-4f3f-bb2e-cf9fe507a75d · inbound

GABench: A Comprehensive Benchmark for Evaluating LLM Agents on Graph Analysis Tasks cites this paper.

GABench: A Comprehensive Benchmark for Evaluating LLM Agents on Graph Analysis Tasks LLaGA: Large Language and Graph Assistant

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T22:55:33.817111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48925885-2055-4150-9c06-37dbc5cec20f · inbound

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration cites this paper.

PriDyG: Privacy-preserving Dynamic Graph Inference with LLM-GNN Collaboration LLaGA: Large Language and Graph Assistant

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T00:14:05.654019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.