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load_graph

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

load_graph appears in the code Syntology harvested for 36 papers, as 31 distinct code bodies found in 37 places (a place is one code body under one paper). At least one of them ran in 11 of the papers; 0 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 load_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 9 of the 31 distinct code bodies named load_graph; 22 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
0ran · violated contract
2ran · our draft was wrong
0ran · fixture could not drive it
5ran
22unverified
0fingerprinted

Licence is a property of each copy, so it is counted per place: 9 of the 37 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

36 papers shown of 36, newest first; 37 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 3 papers added by Syntology; 1 papers have no page here and are shown by arXiv id only. 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
Analog-DB: An Agent-First Analog Integrated Circuit Database, From Blocks to Systems added by Syntology 2026-09 (from id) MacAnalog/spicexplorer-release/analog-db/src/spicexplorer_analog_db/params.py 86676e5340a972ba unverified no licence file found · pointer only
SGHA: Evidence-Grounded Research Problem Discovery with Local Language Models added by Syntology 2026-08 (from id) SarveshVGharat/structural-gap-hypothesis-agent/src/sgha/gap_detection.py 02ec7d29f5aba8e5 ran · honoured contract Apache-2.0 (permissive)
FAST: A Holistic Framework for Optimizing Memory-I/O, Computation, and Sampling in Temporal GNN Training added by Syntology 2026-07 (from id) NoneBone/FAST/utils.py 30b343adb02308b6 ran no licence file found · pointer only
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization 9 Jun 2025 cornell-zhang/heurigym/egraph_extraction/program/verifier.py ba48fb31f2879a84 unverified Apache-2.0 (permissive)
Iterative Methods via Locally Evolving Set Process 19 Oct 2024 baojian/localch/utils.py dd34b3632156be22 ran · our draft was wrong MIT (permissive)
Iterative Methods via Locally Evolving Set Process 19 Oct 2024 baojian/LocalCH/utils.py 5145ec7c856366ac unverified MIT (permissive)
Multi-task Heterogeneous Graph Learning on Electronic Health Records 14 Aug 2024 hku-medai/mult-ehr/data.py 60e21a7efc8c4db1 unverified no licence file found · pointer only
MANTIS: Interleaved Multi-Image Instruction Tuning 2 May 2024 TIGER-AI-Lab/Mantis/mantis/benchmark/mementos_eval_utils.py 29a942c0eb6bb78d ran Apache-2.0 (permissive)
Incorporating Gradients to Rules: Towards Lightweight, Adaptive Provenance-based Intrusion Detection 2024-04 (from id) lexuswang/captain/train_by_benign.py 75352af881cc33e5 ran Apache-2.0 (permissive)
SSTKG: Simple Spatio-Temporal Knowledge Graph for Intepretable and Versatile Dynamic Information Embedding 19 Feb 2024 Hippopotamus0308/SSTKG/model/KG_construction.py 57158b422e2bdc85 unverified no licence file found · pointer only
Adversarial Socialbots Modeling Based on Structural Information Principles 13 Dec 2023 selgroup/siasm/utils.py 632953e731dce2d0 ran no licence file found · pointer only
Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More 5 Dec 2023 RobustGraph/RoboGraph/robograph/utils.py b6d7cd2f3295bedf ran MIT (permissive)
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold 10 Jul 2023 sharecodesubmission/weighted_product_manifold/hyperbolics/utils/data_prep.py 5bef3545103c5952 unverified no licence file found · pointer only
Fast and Attributed Change Detection on Dynamic Graphs with Density of States 15 May 2023 shenyanghuang/scpd/subroutines/dos.py cbfd8eda7d721d16 ran · honoured contract no licence file found · pointer only
Graph Sequential Neural ODE Process for Link Prediction on Dynamic and Sparse Graphs 15 Nov 2022 rmanluo/gsnop/code/utils.py 30b343adb02308b6 ran MIT (permissive)
Generalizing Downsampling from Regular Data to Graphs 6 Aug 2022 flandolfi/k-mis-pool/benchmark/datasets.py b6050f01e3a66bcb unverified MIT (permissive)
ESCM$^2$: Entire Space Counterfactual Multi-Task Model for Post-Click Conversion Rate Estimation 3 Apr 2022 PaddlePaddle/PaddleRec/datasets/AmazonBook/preprocess.py e192b64a7c6ac2de unverified Apache-2.0 (permissive)
TGL: A General Framework for Temporal GNN Training on Billion-Scale Graphs 28 Mar 2022 amazon-research/tgl/utils.py 30b343adb02308b6 ran Apache-2.0 (permissive)
GNN-Surrogate: A Hierarchical and Adaptive Graph Neural Network for Parameter Space Exploration of Unstructured-Mesh Ocean Simulations 18 Feb 2022 trainsn/gnn-surrogate/model/graph.py 74c5087e0c728e46 unverified MIT (permissive)
DSelect-k: Differentiable Selection in the Mixture of Experts with Applications to Multi-Task Learning 7 Jun 2021 Andy1314Chen/PaddleRec/datasets/AmazonBook/preprocess.py e192b64a7c6ac2de unverified Apache-2.0 (permissive)
Action Sequence Augmentation for Early Graph-based Anomaly Detection 20 Oct 2020 dm2-nd/eland/main_e2e.py 24dbf7b15163a084 unverified no licence file found · pointer only
DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems 19 Aug 2020 LinJayan/DCN_V2_Paddle/datasets/AmazonBook/preprocess.py e192b64a7c6ac2de unverified Apache-2.0 (permissive)
Face Super-Resolution Guided by 3D Facial Priors 18 Jul 2020 HUuxiaobin/Face-Super-Resolution-Guided-by-3D-Facial-Priors/3Dface_priors/demo_render.py effa45a7df1ea25f unverified MIT (permissive)
Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates 19 Jun 2020 jwcalder/GraphLearning/graphlearning/datasets.py caa96ed5b3bb0bfa unverified MIT (permissive)
Neural Ordinary Differential Equation Control of Dynamics on Graphs 17 Jun 2020 asikist/nnc/nnc/helpers/graph_helper.py e5e8b476ae4b1435 unverified MIT (permissive)
Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models 16 May 2020 benedekrozemberczki/FEATHER/src/utils.py fceef8ee85172430 unverified MIT (permissive)
Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN 1 Apr 2020 skx300/DyHATR/src/utils/data_helper.py 534b65288641dbdd unverified MIT (permissive)
AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction 25 Mar 2020 renmada/PaddleRec/datasets/AmazonBook/preprocess.py e192b64a7c6ac2de unverified Apache-2.0 (permissive)
Structural Deep Clustering Network 5 Feb 2020 461054993/SDCN/utils.py 25fe78ad026472c5 unverified Apache-2.0 (permissive)
Exploratory Combinatorial Optimization with Reinforcement Learning 9 Sep 2019 ilBarbara/BioRL/experiments/utils.py 159da52928b75420 unverified MIT (permissive)
Exploring Randomly Wired Neural Networks for Image Recognition 2 Apr 2019 hebo1221/RandWireNN/utils/graph.py 174138ce951dc5a6 unverified Apache-2.0 (permissive)
Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set 20 Mar 2019 Microsoft/Deep3DFaceReconstruction/utils.py effa45a7df1ea25f unverified MIT (permissive)
Novel deep learning methods for track reconstruction 2018-10 (from id) savvy379/princeton_gnn_tracking/models/EC1/graph.py 38dc38562d48e8d2 ran · our draft was wrong no licence file found · pointer only
Anonymous Walk Embeddings 30 May 2018 paulmorio/geo2dr/geometric2dr/decomposition/anonymous_walk_patterns.py 4f3654b5c497f71c unverified MIT (permissive)
Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation 10 Apr 2018 bill9800/speech_separation/model/lib/model_ops.py 3429f0df7ba92cab unverified MIT (permissive)
Image-to-Image Translation with Conditional Adversarial Networks 21 Nov 2016 abods/generative_painting/face-landmark/run_webcam.py e256df3356f624e8 unverified MIT (permissive)
arXiv:2023.acl-long.776 PreferredAI/topic-metrics/topic_metrics/io_utils.py e2d2aab1f358a004 unverified 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