Paper Citation Record · LEDGER

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden

As of 14 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.01503.

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

pith.paper-citation-record.v1
2608.01503 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:15:42.502554Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

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External citation measurements

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Outbound references

Observation 8eb11aba-b20f-4e0e-886a-a89243a94924 · outbound

This paper cites Community detection in graphs,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Community detection in graphs,

Reference 1

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This paper cites Fast unfolding of communities in large networks,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Fast unfolding of communities in large networks,

Reference 2

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Observation ea5b4079-6f2c-4b4c-9664-0cc3344b7ac2 · outbound

This paper cites From Louvain to Leiden: guaranteeing well-connected communities,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden From Louvain to Leiden: guaranteeing well-connected communities,

Reference 3

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Observation 33c6d052-845a-46ef-9723-fa74d3441b8c · outbound

This paper cites Coarsening, sampling, and smoothing: elements of the multilevel method,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Coarsening, sampling, and smoothing: elements of the multilevel method,

Reference 4

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This paper cites High-performance imple- mentation of Louvain algorithm with representational optimizations,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden High-performance imple- mentation of Louvain algorithm with representational optimizations,

Reference 5

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Observation 3d1cd96a-5782-4e8d-ad21-229cbd568a77 · outbound

This paper cites CPU vs. GPU for Community Detection: Performance Insights from GVE-Louvain and $\nu$-Louvain.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden CPU vs. GPU for Community Detection: Performance Insights from GVE-Louvain and $\nu$-Louvain

Reference 6

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Observation df9b3652-5684-40c0-ad0b-4a0653a56062 · outbound

This paper cites Swift unfolding of communities: GPU-accelerated Louvain algorithm,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Swift unfolding of communities: GPU-accelerated Louvain algorithm,

Reference 7

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Observation 47bce633-856b-4cb4-94b4-9ef2f2df3ee4 · outbound

This paper cites Improving the Louvain algorithm for commu- nity detection with modularity maximization,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Improving the Louvain algorithm for commu- nity detection with modularity maximization,

Reference 8

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Observation 8c3b0e79-dbcf-4196-a949-77dcccce1e74 · outbound

This paper cites Scalable community detection via parallel correlation clustering,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Scalable community detection via parallel correlation clustering,

Reference 9

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Observation a512d892-4ddb-4d5a-8937-c6ca59e7e2e8 · outbound

This paper cites Fast Leiden algorithm for community detection in shared memory setting,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Fast Leiden algorithm for community detection in shared memory setting,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:48.887346Z

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Observation 84aa5218-2f16-4aed-90b5-fab0316668a9 · outbound

This paper cites Jet: Multilevel graph partitioning on graphics processing units,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Jet: Multilevel graph partitioning on graphics processing units,

Reference 11

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Observation c415e802-6a1b-4d44-8cdd-c72fc11e0e89 · outbound

This paper cites A correlation clustering framework for community detection,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden A correlation clustering framework for community detection,

Reference 12

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Observation 0685c04b-4cff-4e05-a6f6-d0956fe62847 · outbound

This paper cites Finding and evaluating community structure in networks,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Finding and evaluating community structure in networks,

Reference 13

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Observation f7e15d6e-6460-4323-92b3-f5455dc6be3e · outbound

This paper cites Narrow scope for resolution-limit-free community detection,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Narrow scope for resolution-limit-free community detection,

Reference 14

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Observation 0086eb43-1a1d-4a9e-9156-470d64d5e8b0 · outbound

This paper cites Layered label propaga- tion: A multiresolution coordinate-free ordering for compressing social networks,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Layered label propaga- tion: A multiresolution coordinate-free ordering for compressing social networks,

Reference 15

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Observation 04c80f8a-faca-4f10-99df-548811a559a2 · outbound

This paper cites Near linear time algorithm to detect community structures in large-scale networks,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Near linear time algorithm to detect community structures in large-scale networks,

Reference 16

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Observation c76df5d3-2d1a-492f-9de9-b2819fcf8307 · outbound

This paper cites On modularity clustering,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden On modularity clustering,

Reference 17

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This paper cites Memetic Graph Clustering.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Memetic Graph Clustering

Reference 18

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Observation 4c76ff53-2ad0-46e7-9f16-bc7e55b96681 · outbound

This paper cites Multilevel local search algorithms for modu- larity clustering,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Multilevel local search algorithms for modu- larity clustering,

Reference 19

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Observation 4d566cf0-98bd-4d53-8a85-a0419aaca0bf · outbound

This paper cites Multilevel refinement for combinatorial optimisation prob- lems,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Multilevel refinement for combinatorial optimisation prob- lems,

Reference 20

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Observation b1f841f4-7852-4de9-9496-926bff39a102 · outbound

This paper cites Isolate sets partition benefits community detection of parallel Louvain method,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Isolate sets partition benefits community detection of parallel Louvain method,

Reference 21

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Observation ed45d3ef-e030-433d-ab8e-82e054d00f8b · outbound

This paper cites Distributed Louvain algorithm for graph community detection,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Distributed Louvain algorithm for graph community detection,

Reference 22

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Observation fffbdda3-421a-4243-aaab-ad9eaa9a44fa · outbound

This paper cites Louvain community detection with parallel heuristics on GPUs,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Louvain community detection with parallel heuristics on GPUs,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:46.629888Z

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Observation eb100b35-e73c-4d60-8d80-c5b1a8aee276 · outbound

This paper cites Batched graph community detection on GPUs,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Batched graph community detection on GPUs,

Reference 24

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Observation b36dae19-e222-40b8-883f-f09f54c5e692 · outbound

This paper cites Scalable static and dynamic community detection using grappolo,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Scalable static and dynamic community detection using grappolo,

Reference 25

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Observation f4b2e887-0a24-47f3-bb35-d5c0ebdb5f4b · outbound

This paper cites Community detection on the GPU,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Community detection on the GPU,

Reference 26

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Observation b7d939fd-a7d9-4e8b-b39f-61b513f06331 · outbound

This paper cites Leiden-based parallel community detection,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Leiden-based parallel community detection,

Reference 27

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Observation 81a4ef33-52d1-4662-9b48-440e177b0fbd · outbound

This paper cites Brief announcement: Distributed uncon- strained local search for multilevel graph partitioning,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Brief announcement: Distributed uncon- strained local search for multilevel graph partitioning,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:45.765338Z

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Observation bc0976ea-f1b6-45e5-b438-ad8acbf8a633 · outbound

This paper cites Deterministic parallel high- quality hypergraph partitioning,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Deterministic parallel high- quality hypergraph partitioning,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:45.596142Z

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Observation 05e7b124-fb13-4b68-a6e3-97a804b7e002 · outbound

This paper cites Optimization techniques for GPU programming,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Optimization techniques for GPU programming,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:45.366517Z

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Observation 8750876a-46b0-4b47-beb1-d395e7df7a8f · outbound

This paper cites Tera-scale multilevel graph partitioning,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Tera-scale multilevel graph partitioning,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:45.170197Z

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Observation 3ee47e72-6f24-43af-b97b-65816377511f · outbound

This paper cites Scaling and validating louvain in cugraph against massive graphs,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Scaling and validating louvain in cugraph against massive graphs,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:45.010466Z

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Observation e21f27a1-4782-4388-ac99-00ea874b05b5 · outbound

This paper cites How to accelerate community detection in python using gpu-powered leiden,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden How to accelerate community detection in python using gpu-powered leiden,

Reference 33

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This paper cites Graph dataset for ‘Jet: Multilevel graph partitioning on graphics processing units’,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Graph dataset for ‘Jet: Multilevel graph partitioning on graphics processing units’,

Reference 34

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Observation 73d1a519-add3-47da-ad04-10e967d74e00 · outbound

This paper cites Uncovering and verifying optimal community structure in complex networks: A maxsat approach,.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Uncovering and verifying optimal community structure in complex networks: A maxsat approach,

Reference 35

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GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Unresolved cited work

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GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Unresolved cited work

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GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Unresolved cited work

Reference 38

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GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Unresolved cited work

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Observation 3868e985-c72e-4faa-8861-fd00d2a86281 · outbound

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GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden Unresolved cited work

Reference 40

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Observation 6e977747-59a8-4f03-bd46-63393a42ceba · outbound

This paper cites It contains a superset of the graphs listed in Table 1, represented in the Metis file format.

GPU-Accelerated Multilevel Graph Clustering: A Parallel Perspective on Louvain and Leiden It contains a superset of the graphs listed in Table 1, represented in the Metis file format

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:15:43.062107Z

Source-reported events for the cited work

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Pith citing papers

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