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Paper Citation Record · LEDGER

Deep Graph Contrastive Representation Learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 51 inbound Pith citation observations for arXiv:2006.04131.

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

pith.paper-citation-record.v1
2006.04131 v2

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measured 0 of 0 reference resolution

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measured 51 of 51 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 51 of 51 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:05:40.997527Z

measured 0 of 1 external citation measurements

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Source: arxiv_reference, observed 2026-07-03T20:08:56.312991Z

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Outbound references

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Pith citing papers

Observation 822dcdec-7c8f-4451-a720-cc1e36d4fb76 · inbound

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges cites this paper.

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges Deep Graph Contrastive Representation Learning

Reference 108

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arxiv_id, observed 2026-05-13T02:39:29.755378Z

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Explaining Graph Neural Networks for Node Similarity on Graphs cites this paper.

Explaining Graph Neural Networks for Node Similarity on Graphs Deep Graph Contrastive Representation Learning

Reference 102

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arxiv_id, observed 2026-05-23T23:03:34.510579Z

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Observation 0ed064ae-656b-4d90-ad3e-30fbaeefbb6b · inbound

Disentangled Generative Graph Representation Learning cites this paper.

Disentangled Generative Graph Representation Learning Deep Graph Contrastive Representation Learning

Reference 6

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Observation b3638ba3-e74a-4af0-bcdb-1138f92e693d · inbound

OpenGLT: A Comprehensive Benchmark of Graph Neural Networks for Graph-Level Tasks cites this paper.

OpenGLT: A Comprehensive Benchmark of Graph Neural Networks for Graph-Level Tasks Deep Graph Contrastive Representation Learning

Reference 119

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arxiv_id, observed 2026-05-23T06:12:38.357524Z

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Observation 002abdbf-0e40-4f8a-979e-c6bec92a0d89 · inbound

Predict, Cluster, Refine: A Joint Embedding Predictive Self-Supervised Framework for Graph Representation Learning cites this paper.

Predict, Cluster, Refine: A Joint Embedding Predictive Self-Supervised Framework for Graph Representation Learning Deep Graph Contrastive Representation Learning

Reference 5

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Observation cfe27ec2-5287-4c45-a590-1e7ccfff573e · inbound

Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives cites this paper.

Khan-GCL: Kolmogorov-Arnold Network Based Graph Contrastive Learning with Hard Negatives Deep Graph Contrastive Representation Learning

Reference 59

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Observation a569c23b-4002-4662-9299-e79467170a79 · inbound

HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation cites this paper.

HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation Deep Graph Contrastive Representation Learning

Reference 43

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Observation 1e973800-ae0d-4705-8744-c34004e1c616 · inbound

Mitigating Degree Bias Adaptively with Hard-to-Learn Nodes in Graph Contrastive Learning cites this paper.

Mitigating Degree Bias Adaptively with Hard-to-Learn Nodes in Graph Contrastive Learning Deep Graph Contrastive Representation Learning

Reference 40

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Observation 36a863cf-0320-4155-b57e-87d877982b9a · inbound

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions cites this paper.

Graph Prompting for Graph Learning Models: Recent Advances and Future Directions Deep Graph Contrastive Representation Learning

Reference 147

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Observation d85256be-fb58-4cbd-8fae-976f3020c2e4 · inbound

Enhancing Large Language Models with Reliable Knowledge Graphs cites this paper.

Enhancing Large Language Models with Reliable Knowledge Graphs Deep Graph Contrastive Representation Learning

Reference 134

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Observation 6f52ff62-3ec2-4bc0-b756-5d5466b33e04 · inbound

Evaluating Loss Functions for Graph Neural Networks: Towards Pretraining and Generalization cites this paper.

Evaluating Loss Functions for Graph Neural Networks: Towards Pretraining and Generalization Deep Graph Contrastive Representation Learning

Reference 53

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Observation 29ebae98-0344-4381-88ab-dd14793c529b · inbound

Global Context-aware Representation Learning for Spatially Resolved Transcriptomics cites this paper.

Global Context-aware Representation Learning for Spatially Resolved Transcriptomics Deep Graph Contrastive Representation Learning

Reference 11

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Observation 9d4e8b60-6fa7-4f16-81be-e26d17a41e9a · inbound

CoATA: Effective Co-Augmentation of Topology and Attribute for Graph Neural Networks cites this paper.

CoATA: Effective Co-Augmentation of Topology and Attribute for Graph Neural Networks Deep Graph Contrastive Representation Learning

Reference 61

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Observation f56624ee-391a-4ce8-8b6f-d13153d5aec3 · inbound

Exploring Semantic Clustering and Similarity Search for Heterogeneous Traffic Scenario Graph cites this paper.

Exploring Semantic Clustering and Similarity Search for Heterogeneous Traffic Scenario Graph Deep Graph Contrastive Representation Learning

Reference 20

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Observation 2d747b74-f47f-498c-9fe9-6272cfdde94f · inbound

Graph-based Fake Account Detection: A Survey cites this paper.

Graph-based Fake Account Detection: A Survey Deep Graph Contrastive Representation Learning

Reference 41

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Observation 146b50de-3460-4d8f-889b-44808996c805 · inbound

Str-GCL: Structural Commonsense Driven Graph Contrastive Learning cites this paper.

Str-GCL: Structural Commonsense Driven Graph Contrastive Learning Deep Graph Contrastive Representation Learning

Reference 18

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Observation 6ca626d8-8d4a-46d8-9cff-222dc2674d60 · inbound

Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation cites this paper.

Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation Deep Graph Contrastive Representation Learning

Reference 68

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Observation f5db729a-f5f2-43c9-8ff8-dbc4be9ea102 · inbound

Dual-Center Graph Clustering with Neighbor Distribution cites this paper.

Dual-Center Graph Clustering with Neighbor Distribution Deep Graph Contrastive Representation Learning

Reference 43

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Observation 2cb7dd8a-9ee8-4454-b18a-624e4d559d9a · inbound

Enhancing Contrastive Link Prediction With Edge Balancing Augmentation cites this paper.

Enhancing Contrastive Link Prediction With Edge Balancing Augmentation Deep Graph Contrastive Representation Learning

Reference 49

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Observation 9ba7fc71-b303-4c0e-80ac-d745b48b6d71 · 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 Deep Graph Contrastive Representation Learning

Reference 41

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Observation 6541e802-e851-4c89-8766-2bcf0d2c5200 · inbound

Toward General Digraph Contrastive Learning: A Dual Spatial Perspective cites this paper.

Toward General Digraph Contrastive Learning: A Dual Spatial Perspective Deep Graph Contrastive Representation Learning

Reference 10

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Observation 1694faf4-dda6-4425-a9b2-3d0102bb6192 · inbound

Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers cites this paper.

Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers Deep Graph Contrastive Representation Learning

Reference 11

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Observation d8a73c8f-2169-49cc-acde-66c0e45162e4 · inbound

Towards Fair Graph Prompting: A Dual-Prompt Mechanism for Mitigating Attribute and Structural Bias cites this paper.

Towards Fair Graph Prompting: A Dual-Prompt Mechanism for Mitigating Attribute and Structural Bias Deep Graph Contrastive Representation Learning

Reference 18

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Observation 1d4e3404-f295-4af0-b5e2-cb2f82756cd5 · inbound

Adaptive Multi-view Graph Contrastive Learning via Fractional-order Neural Diffusion Networks cites this paper.

Adaptive Multi-view Graph Contrastive Learning via Fractional-order Neural Diffusion Networks Deep Graph Contrastive Representation Learning

Reference 21

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arxiv_id, observed 2026-05-17T23:40:31.163731Z

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Unified Work Embeddings: Contrastive Learning of a Bidirectional Multi-task Ranker cites this paper.

Unified Work Embeddings: Contrastive Learning of a Bidirectional Multi-task Ranker Deep Graph Contrastive Representation Learning

Reference 44

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Observation 7404baf7-dd61-4424-bb2d-69daf4c53b24 · inbound

Graph Data Augmentation with Contrastive Learning on Covariate Distribution Shift cites this paper.

Graph Data Augmentation with Contrastive Learning on Covariate Distribution Shift Deep Graph Contrastive Representation Learning

Reference 43

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arxiv_id, observed 2026-05-17T03:41:29.287785Z

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Observation 78a99950-404d-460f-b44a-5ebcd88c2c69 · inbound

Energy-Balanced Hyperspherical Graph Representation Learning via Structural Binding and Entropic Dispersion cites this paper.

Energy-Balanced Hyperspherical Graph Representation Learning via Structural Binding and Entropic Dispersion Deep Graph Contrastive Representation Learning

Reference 1

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Observation 5c429c70-1012-4af1-8e32-e053dfa4c7dd · inbound

GP2F: Cross-Domain Graph Prompting with Adaptive Fusion of Pre-trained Graph Neural Networks cites this paper.

GP2F: Cross-Domain Graph Prompting with Adaptive Fusion of Pre-trained Graph Neural Networks Deep Graph Contrastive Representation Learning

Reference 8

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Observation 91b252fd-fe17-4b00-8de2-c21330a296c1 · inbound

Unified Multi-Domain Graph Pre-training for Homogeneous and Heterogeneous Graphs via Domain-Specific Expert Encoding cites this paper.

Unified Multi-Domain Graph Pre-training for Homogeneous and Heterogeneous Graphs via Domain-Specific Expert Encoding Deep Graph Contrastive Representation Learning

Reference 62

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Observation 15ea55c1-3f1e-4901-b2e3-95dfa1d17c5c · inbound

Disentangle-then-Refine: LLM-Guided Decoupling and Structure-Aware Refinement for Graph Contrastive Learning cites this paper.

Disentangle-then-Refine: LLM-Guided Decoupling and Structure-Aware Refinement for Graph Contrastive Learning Deep Graph Contrastive Representation Learning

Reference 9

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arxiv_id, observed 2026-05-10T11:05:08.474715Z

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Observation 84013cf5-101a-4a28-a2ac-b49f5066eca2 · inbound

Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors cites this paper.

Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors Deep Graph Contrastive Representation Learning

Reference 158

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arxiv_id, observed 2026-05-11T12:21:04.901778Z

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Observation 94605e06-5dcc-40a4-8bf1-1a042e6fd3e9 · inbound

Robustness of Graph Self-Supervised Learning to Real-World Noise: A Case Study on Text-Driven Biomedical Graphs cites this paper.

Robustness of Graph Self-Supervised Learning to Real-World Noise: A Case Study on Text-Driven Biomedical Graphs Deep Graph Contrastive Representation Learning

Reference 39

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arxiv_id, observed 2026-05-11T17:46:08.132889Z

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Observation fb8fae32-bd1d-4279-a93e-67c7c163fe8b · inbound

Generalized Category Discovery in Federated Graph Learning cites this paper.

Generalized Category Discovery in Federated Graph Learning Deep Graph Contrastive Representation Learning

Reference 27

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arxiv_id, observed 2026-05-12T01:41:19.675960Z

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Observation 563a489b-c307-46ef-9928-1677e7217614 · inbound

CHoE: Cross-Domain Heterogeneous Graph Prompt Learning via Structure-Conditioned Experts cites this paper.

CHoE: Cross-Domain Heterogeneous Graph Prompt Learning via Structure-Conditioned Experts Deep Graph Contrastive Representation Learning

Reference 31

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arxiv_id, observed 2026-05-20T20:18:59.782585Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation f91d6c4d-691b-4875-9a36-4a35e845a266 · inbound

CHoE: Cross-Domain Heterogeneous Graph Prompt Learning via Structure-Conditioned Experts cites this paper.

CHoE: Cross-Domain Heterogeneous Graph Prompt Learning via Structure-Conditioned Experts Deep Graph Contrastive Representation Learning

Reference 31

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arxiv_id, observed 2026-07-01T14:55:47.464101Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 37fa23e6-04c8-4203-ba26-84f44fddbf03 · 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 Deep Graph Contrastive Representation Learning

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-20T12:53:17.667493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T12:49:18.671971Z digest=sha256:06b65ac334601058c31c51172afd4d1495b9eb773dc3eca6c2848947f21505da

Observation 5c6fff83-7ce7-4425-8eb4-e332c84c74da · 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 Deep Graph Contrastive Representation Learning

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-05-21T07:59:50.847596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T07:55:11.088587Z digest=sha256:b69959019e0df44be702884ee3a5dbadeb48fbfa3f923d6109de050fd2c182bf

Observation 1a6cd011-8e69-4543-900f-ad0489e0e999 · inbound

Fast and Featureless Node Representation Learning with Partial Pairwise Supervision cites this paper.

Fast and Featureless Node Representation Learning with Partial Pairwise Supervision Deep Graph Contrastive Representation Learning

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-20T06:43:06.059710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T06:39:02.277629Z digest=sha256:645d2dc9cf1a26c555ac67ab64d6a78443ab9675ce7742263f4fc9f7d1416a66

Observation 85759132-944b-4896-8245-f8feee5aa0f5 · inbound

L2IR: Revealing Latent Intent in Graph Fraud Detection cites this paper.

L2IR: Revealing Latent Intent in Graph Fraud Detection Deep Graph Contrastive Representation Learning

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-06-29T21:43:58.699797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T21:43:17.919274Z digest=sha256:f3a7ae6d642bfe4c619244e540296179618776632c39c24c7c7e109a42f73857

Observation 5235aadb-85ff-4764-ac2e-52b8f936fa15 · inbound

Learning Robust and Task-Invariant Functional Representation from fMRI through Siamese Self-Supervised Learning cites this paper.

Learning Robust and Task-Invariant Functional Representation from fMRI through Siamese Self-Supervised Learning Deep Graph Contrastive Representation Learning

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-06-29T13:33:27.905514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T13:31:36.276306Z digest=sha256:ecbe9503a67f6baf69df6b382b507f772ef7e98329836b246b04b5baa488d21a

Observation 498fcabd-17f8-495a-b0d0-08cb4cfb1486 · inbound

Are Common Substructures Transferable? Riemannian Graph Foundation Model with Neural Vector Bundles cites this paper.

Are Common Substructures Transferable? Riemannian Graph Foundation Model with Neural Vector Bundles Deep Graph Contrastive Representation Learning

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:36:25.651275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T11:44:32.359058Z digest=sha256:22facdde0666a1482f8e292f76dd9e9f421a72036fd0fe3ea48b1c1c0f615956

Observation 24bd71e2-1469-4853-b1a2-9efc4d7094f1 · inbound

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

Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation Deep Graph Contrastive Representation Learning

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-07-02T05:16:39.239819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T08:25:09.062736Z digest=sha256:aef707e115438e4ce2a1f81c857c554b1dcd42e03c140c3673852787489faea8

Observation 3ffd3573-075d-401d-adcd-64b4917fe482 · inbound

A Graph Foundation Model with Spectral Parsing and Prototype-Guided Spatial Propagation cites this paper.

A Graph Foundation Model with Spectral Parsing and Prototype-Guided Spatial Propagation Deep Graph Contrastive Representation Learning

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:46:26.702542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T11:34:22.107760Z digest=sha256:b496941a9f5c19993d9e6e5e07067d7ab912eeae729519080e8d0bbf8230af21

Observation ac2938d4-9e31-4934-a2c4-020fd7eff782 · inbound

Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing cites this paper.

Revisiting Positive Samples in Graph Contrastive Learning: From the Perspective of Message Passing Deep Graph Contrastive Representation Learning

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-03T04:27:37.380568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T13:51:32.704225Z digest=sha256:3de2ce8cc39abe7d6c73611b2cfe363162da3c83b10fb793d88a75ea8bcf2e1a

Observation 5bc2f580-dbd4-4065-a3f8-256c0dd63c9f · 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 Deep Graph Contrastive Representation Learning

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-07-03T11:08:03.188665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T09:41:14.904868Z digest=sha256:014e32b53ba9479e3f0385b15e93862ee95f8ef649ba5d0525ed8534af17de4f

Observation e255a7ed-1572-49fb-946d-7f34111d4100 · inbound

Handling Feature Heterogeneity with Learnable Graph Patches cites this paper.

Handling Feature Heterogeneity with Learnable Graph Patches Deep Graph Contrastive Representation Learning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:08:56.316003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T01:36:45.977332Z digest=sha256:7f2797fa82f89aa79a2febd606043d53ee3df18b36f761eda2f6d7b0573b7737

Observation 10b1f488-7e61-473f-86cc-841a25b218c5 · inbound

SAOT: Self-Supervised Continual Graph Learning with Structure-Aware Optimal Transport cites this paper.

SAOT: Self-Supervised Continual Graph Learning with Structure-Aware Optimal Transport Deep Graph Contrastive Representation Learning

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T16:47:09.020016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-02T16:42:20.573637Z digest=sha256:03d65490e955dd0d7819f0b0c182eacbcf586d12c523432d07eb1a59787a3ab1

Observation a4220813-3c0d-439e-8d8b-204232fc04cd · inbound

MABLE: Masked Autoencoding with Bi-Lipschitz Decoding for Embeddings and Graph Metric Learning cites this paper.

MABLE: Masked Autoencoding with Bi-Lipschitz Decoding for Embeddings and Graph Metric Learning Deep Graph Contrastive Representation Learning

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-12T05:36:37.592335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T05:36:37.592335Z digest=sha256:79f3f4e139e2f3744b13d7c5f9f64d7ed575d676caa4ddb93e516fcd8f212dbc

Observation ef2bdb3a-11dd-451b-9fda-d01c9ecfb5c3 · inbound

Toward Federated Multimodal Graph Foundation Models: A Topology-Aware Multimodal Alignment Framework cites this paper.

Toward Federated Multimodal Graph Foundation Models: A Topology-Aware Multimodal Alignment Framework Deep Graph Contrastive Representation Learning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T22:39:15.789523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T22:39:15.789523Z digest=sha256:4c263018642f131c65e232924dd457e27dc217a7fd242cd547ff0513ff9ba565

Observation 3c46f1cd-cdea-4115-9857-5cfe02558498 · inbound

STAR: Skeletal Token Alignment and Rearrangement for Interaction Recognition cites this paper.

STAR: Skeletal Token Alignment and Rearrangement for Interaction Recognition Deep Graph Contrastive Representation Learning

Reference 110

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unresolved
no resolver link, observed 2026-08-01T18:21:16.892921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:21:16.892921Z digest=sha256:11438e8c03947b39d5c6984d71fec56aa135e29aa8a72592353cdeaee31dab87

Observation c83e475c-e1c2-482d-a0f0-90cb5565b64f · inbound

NodeJEPA: Structure-Conditioned Latent Prediction for Node-Level Graph Self-Supervised Learning cites this paper.

NodeJEPA: Structure-Conditioned Latent Prediction for Node-Level Graph Self-Supervised Learning Deep Graph Contrastive Representation Learning

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-08T18:41:07.460745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T18:41:07.460745Z digest=sha256:40b470d4fbd773a1ac7451c9ab8de60d57bf7021f8babf5b44dd90952268a622