Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T16:49:54.542437Z
Paper Citation Record · LEDGER
As of 6 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2605.03514.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T16:49:54.542437Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b763dcfd-d44d-4410-b3cf-bb12b7c219df · outbound
Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Vicuna: An open- source chatbot impressing gpt-4 with 90%* chatgpt qual- ity, March 2023
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding How Do Large Language Models Understand Graph Patterns? A Benchmark for Graph Pattern Comprehension
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding A Generalization of Transformer Networks to Graphs
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Learning on Graphs with Large Language Models(LLMs): A Deep Dive into Model Robustness
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Talk like a graph: Encoding graphs for large language models
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why?
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding In-context autoencoder for context compression in a large language model
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Robustness of graph neural networks at scale.Advances in Neural Information Processing Systems, 34:7637–7649
Reference 10
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Can large language models analyze graphs like professionals? a benchmark, datasets and models.arXiv preprint arXiv:2409.19667
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Inductive repre- sentation learning on large graphs.Advances in neural information processing systems, 30
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding J., Shen, Y ., Wallis, P., et al
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Open graph benchmark: Datasets for machine learning on graphs.Advances in neural information processing systems, 33:22118–22133
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Language is All a Graph Needs
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding From anchors to answers: A novel node tokenizer for integrating graph structure into large language models
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding GraphText: Graph Reasoning in Text Space
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Related Work In this section, we briefly discuss applications of LLMs to text-attributed graphs and existing benchmarks and evaluations of LLMs for graphs
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding OpenReview.net
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding The second line of work is GTokenLLMs, which integrates real-world graphs into LLMs by encoding graph structures and textual features into token-level embeddings
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding S., Reid, M., et al
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Gofa: A generative one-for-all model for joint graph language modeling
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding In stage 2, it projects GEs into GTs via a learned multilayer perceptron (MLP)
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Unigte: Unified graph–text encoding for zero-shot generalization across graph tasks and domains
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding A comprehensive study on text-attributed graphs: Benchmarking and rethinking
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding efraudcom: An e- commerce fraud detection system via competitive graph neural networks.ACM Transactions on Information Sys- tems (TOIS), 40(3):1–29
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Instruction tuning for large language models: A survey.ACM Computing Surveys, 58(7):1–36
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Revisiting Graph-Tokenizing Large Language Models: A Systematic Evaluation of Graph Token Understanding Can large language models improve the adversarial robustness of graph neural net- works? InProceedings of the 31st ACM SIGKDD Con- ference on Knowledge Discovery and Data Mining V
Reference 41
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No inbound Pith citation observations are available.