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Graph

Syntologyentry name in harvested coderead from the graph 2026-09-24

Graph appears in the code Syntology harvested for 18 papers, as 18 distinct code bodies found in 18 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 2 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named Graph do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 11 of the 18 distinct code bodies named Graph; 7 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

0ran · honoured contract
0ran · violated contract
0ran · our draft was wrong
0ran · fixture could not drive it
11ran
7unverified
2fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 18 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

18 papers shown of 18, newest first; 18 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 1 papers added by Syntology. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
FeudalNav: A Simple Framework for Visual Navigation added by Syntology 2026-02 (from id) visnavdev/feudalnav/deterministicTrials/models.py 93ff753eb230e959 ran MIT (permissive)
Uni-Sign: Toward Unified Sign Language Understanding at Scale 25 Jan 2025 zechengli19/uni-sign/models.py 583daf7eff45fa4a ran no licence file found · pointer only
BeNeRF: Neural Radiance Fields from a Single Blurry Image and Event Stream 2 Jul 2024 WU-CVGL/BeNeRF/model/nerf.py 450411cabab5255d unverified Apache-2.0 (permissive)
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks 2 Jun 2024 supersupercong/MSGNN/msgnn/config/graph/graph_module.py 368449386e495711 unverified no licence file found · pointer only
Taylor Videos for Action Recognition 5 Feb 2024 leiwangr/video-ar/backbone/net/st_gcn.py 67d47de5b5e3cd38 ran no licence file found · pointer only
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication 3 Oct 2023 sacs-epfl/decentralizepy/src/decentralizepy/node/EpidemicLearning/EL_Local.py 75d27bee1b64eb2c unverified MIT (permissive)
Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees 2023-06 (from id) lviano/sbgd-ce/graph.py c17b5aafc29b4b86 ran no licence file found · pointer only
Self-Supervised 3D Scene Flow Estimation Guided by Superpoints 4 May 2023 supersyq/spflownet/model.py 6da1b74810b3d2b3 ran MIT (permissive)
Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles 3 Apr 2023 RingBDStack/SR-MARL/src/clusters/structural_entropy.py 9298b6a191127299 ran no licence file found · pointer only
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations 10 Mar 2023 paolomandica/hysp/src/net/hysp.py 2bbb5e685ad2f3b3 unverified MIT (permissive)
HDFormer: High-order Directed Transformer for 3D Human Pose Estimation 3 Feb 2023 hyer/HDFormer/models/hd_former.py e1502691e0df9603 unverified no licence file found · pointer only
Video Graph Transformer for Video Question Answering 12 Jul 2022 sail-sg/VGT/model/vqa_model.py c7325ef7876ef60e ran Apache-2.0 (permissive)
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation 20 May 2022 davidireland3/lense/IM/environment.py 615fee04c551f7eb unverified no licence file found · pointer only
Structured Scene Memory for Vision-Language Navigation 5 Mar 2021 HanqingWangAI/SSM-VLN/ssm/graph.py dbce34232546a2ae unverified MIT (permissive)
Contrastive Multi-View Representation Learning on Graphs 10 Jun 2020 timothewt/AdvancedGraphClustering/src/algorithms/deep/MVGRL.py 735edbdc1444cbb5 ran MIT (permissive)
Efficient Neural Architecture Search via Parameter Sharing 9 Feb 2018 zbyte64/pytorch-dagsearch/dagsearch/dag.py acc4bf1454c8cc39 ran · metamorphic tier: deterministic fingerprinted no licence file found · pointer only
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 17 Apr 2017 allenai/dnw/models/graphs/mobilenetv1like.py bd3e76e24b52bee7 ran fingerprinted licence not identified · pointer only
node2vec: Scalable Feature Learning for Networks 3 Jul 2016 WiktorJ/msnode2vec/src3/node2vec.py 61d87751f700a525 ran MIT (permissive)

This site shows no code text; each File cell links to the file on GitHub at the repository's current default branch, which may have changed since the harvest. "Pointer only" means Syntology does not serve that copy's text, for one of four reasons: no licence file was found; the licence was not identified; the licence is recorded as permissive but that copy's record is not marked cleared; or the licence is outside the permissive list Syntology serves text under (MIT, Apache-2.0, BSD and similar). Some licences outside that list permit redistribution, such as WTFPL, and GPL-3.0 under its conditions; they are simply not on the list. Hover a licence cell for the reason. Per-sample records for a paper are on its paper page under "Code Syntology ran".

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections