| Net-Ev <sup>2</sup> : A Generative Simulator for Network Event Evolution added by Syntology |
2026-06 (from id) |
Guangyu4/Net-Ev-2/model/denoiser/graphunet.py 62946b23619fce10 |
unverified |
no licence file found · pointer only |
| GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables added by Syntology |
2026-03 (from id) |
decisionintelligence/GCGNet/ts_benchmark/baselines/GCGNet/models/gcgnet_model.py 39a5436e3ee292c2 |
ran
|
MIT (permissive) |
| Learning from Complexity: Exploring Dynamic Sample Pruning of Spatio-Temporal Training added by Syntology |
2026-02 (from id) |
HKUDS/OpenCity/model/OpenCity/OpenCity.py e7c52aa258e7a375 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| To See Far, Look Close: Evolutionary Forecasting for Long-term Time Series added by Syntology |
2026-01 (from id) |
thuml/Time-Series-Library/layers/TimeFilter_layers.py 34b6b2e28760f4dd |
unverified |
MIT (permissive) |
| Identifying and Correcting Label Noise for Robust GNNs via Influence Contradiction added by Syntology |
2026-01 (from id) |
wayc04/ICGNN/models/ICGNN.py f2d0c1a5222074f3 |
ran
|
no licence file found · pointer only |
| Neural Algorithmic Reasoning for Approximate k-Coloring with Recursive Warm Starts added by Syntology |
2026-01 (from id) |
Weber-GeoML/ColoringGNNs/full_gcn.py d09c53ccad3af850 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| arXiv:2507.04428 |
2025-07 (from id) |
seucoin/armr2/code/net_mynet.py 26ddda9bcd436585 |
ran
|
no licence file found · pointer only |
| Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling |
23 Mar 2025 |
hedongxiao-tju/E2Neg/networks.py 9d155ed296a822ef |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Boosting Short Text Classification with Multi-Source Information Exploration and Dual-Level Contrastive Learning |
16 Jan 2025 |
KEAML-JLU/MI-DELIGHT/model.py 07c6e57b53549592 |
ran
|
no licence file found · pointer only |
| UrbanDiT: A Foundation Model for Open-World Urban Spatio-Temporal Learning |
19 Nov 2024 |
YuanYuan98/UrbanDiT/src/Embed.py 85748648fb97ed30 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| GDeR: Safeguarding Efficiency, Balancing, and Robustness via Prototypical Graph Pruning |
17 Oct 2024 |
ins1stenc3/gder/models/GNN_Prot.py a5dc35fe4c7efb79 |
ran
|
no licence file found · pointer only |
| GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction |
4 Oct 2024 |
sjduan/graphcroc/GraphCroc/UNET.py 9740f77d46c19ea2 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Progressively Modality Freezing for Multi-Modal Entity Alignment |
23 Jul 2024 |
ninibymilk/PMF-MMEA/model/PMF.py 55399663a530eb02 |
ran
|
MIT (permissive) |
| Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning |
6 May 2024 |
WeilinChen507/targeted_interference/src/targetedModel_DoubleBSpline.py fcebe99277bfcf79 |
ran
|
no licence file found · pointer only |
| DiffAssemble: A Unified Graph-Diffusion Model for 2D and 3D Reassembly |
29 Feb 2024 |
iit-pavis/diffassemble/puzzle_diff/model/spatial_diffusion.py 853fb3e8375b1a22 |
ran
|
no licence file found · pointer only |
| Generative Semi-supervised Graph Anomaly Detection |
19 Feb 2024 |
mala-lab/ggad/model.py 02c6a5361e2291b2 |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| Rethinking Propagation for Unsupervised Graph Domain Adaptation |
8 Feb 2024 |
yuntaodu/ASN/GCN_model.py 45631a7bbd6520e3 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction |
31 Jan 2024 |
vincent40416/Skill-Demand-Supply-Joint-Prediction/model/model.py dc88208677870e3b |
unverified |
MIT (permissive) |
| Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning |
2 Jan 2024 |
riemanngraph/motifrgc/models.py edd81c40e27d23fc |
ran
|
MIT (permissive) |
| ManyDG: Many-domain Generalization for Healthcare Applications |
21 Jan 2023 |
ycq091044/manydg/model.py c7c1528707c4390d |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction |
31 Jul 2022 |
mediabrain-sjtu/spgsn/utils/model.py 3a3dcd4a64e7301e |
unverified |
MIT (permissive) |
| RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning |
29 Apr 2022 |
ZhuYun97/RoSA/model.py 3f0d2666f360c676 |
unverified |
no licence file found · pointer only |
| Learning Optical Flow with Adaptive Graph Reasoning |
8 Feb 2022 |
la30/agflow/core/raft_agflow.py 3579f23825ccf5e7 |
ran
|
no licence file found · pointer only |
| Garment4D: Garment Reconstruction from Point Cloud Sequences |
8 Dec 2021 |
hongfz16/garment4d/modules/pygcn/models.py 894337f9c48ffee7 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| Uncovering Main Causalities for Long-tailed Information Extraction |
11 Sep 2021 |
HeyyyyyyG/CFIE/model/gcn.py cea456feff8df57e |
unverified |
GPL-3.0 (copyleft) · pointer only |
| Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering |
19 Jun 2021 |
ahjeongseo/MASN-pytorch/model/masn.py b86d984ed27f78a4 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning |
16 Jun 2021 |
hayeonlee/help/help.py 71fc6adbc8a9e344 |
ran
|
MIT (permissive) |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering |
25 May 2021 |
wwxu21/AMR-SG/RoBERTa_finetune/transformers_amr/modeling_bert.py fc31b6dfd485b025 |
ran
|
no licence file found · pointer only |
| Enhanced Boundary Learning for Glass-like Object Segmentation |
29 Mar 2021 |
hehao13/EBLNet/network/nn/contour_point_gcn.py b934d7ff5b5f6a1b |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation |
26 Mar 2021 |
NUST-Machine-Intelligence-Laboratory/nsrom/classification/models/global_reasoning_unit.py 13a9404d25c1e993 |
ran
|
no licence file found · pointer only |
| Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes |
24 Mar 2021 |
sstzal/STAR-FC/src/models/gcn.py 6ced2555b3d088d4 |
ran · metamorphic tier: well formed
|
no licence file found · pointer only |
| Learning a Proposal Classifier for Multiple Object Tracking |
14 Mar 2021 |
daip13/LPC_MOT/learnable_proposal_classifier/gcn_based_purity_network/dsgcn/models/dsgcn.py 748441f5b0d1ba43 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Contrastive Neural Architecture Search with Neural Architecture Comparators |
8 Mar 2021 |
chenyaofo/CTNAS/ctnas/core/model/nac.py 0174c3008a632396 |
ran
|
BSD-3-Clause (permissive) |
| Learning Graph Embeddings for Compositional Zero-shot Learning |
3 Feb 2021 |
ExplainableML/czsl/models/graph_method.py a4c3261e9df16697 |
ran · metamorphic tier: deterministic
|
GPL-3.0 (copyleft) · pointer only |
| Out-of-Town Recommendation with Travel Intention Modeling |
29 Jan 2021 |
xhran2010/TrainOR_AAAI21/Pytorch/model.py 06566e2ba6b870c8 |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| 3D Shape Reconstruction from Vision and Touch |
7 Jul 2020 |
facebookresearch/3D-Vision-and-Touch/vision_charts/models.py dadbe75f331a2b52 |
ran
|
licence not identified · pointer only |
| Contrastive Multi-View Representation Learning on Graphs |
10 Jun 2020 |
timothewt/AdvancedGraphClustering/src/algorithms/deep/MVGRL.py 8dc21381dd6d399e |
ran
|
MIT (permissive) |
| Learning to Simulate Complex Physics with Graph Networks |
21 Feb 2020 |
m-ulmestrand/gcn-collisions/physics_gnn.py 6ddd7d872c5465bd |
ran
|
Apache-2.0 (permissive) |
| Deep Graph Infomax |
27 Sep 2018 |
wwwyyun/HDGI/models/dgi.py 5fd25f0307b96798 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Deep Graph Infomax |
27 Sep 2018 |
zpeng27/GMI/models/gmi.py 1efc738df1839678 |
ran
|
MIT (permissive) |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
LouisDumont/GCN---re-implementation/gcn.py c58cace7f8be77e2 |
ran · metamorphic tier: deterministic
|
no licence file found · pointer only |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
mahendrathapa/graph-convolution-network/src/model/gcn.py 7ad60a09b8387891 |
ran
|
no licence file found · pointer only |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
HoganZhang/pygcn_python3/pygcn/models.py c6a324398743dc52 |
ran · metamorphic tier: invariant
|
MIT (permissive) |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
toinesayan/node-classification-and-label-dependencies/models/gcn.py 68f1d06e5c89108e |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
yCobanoglu/infinite-width-gnns/gnn/models/node_classification/gcn.py b28cd994482b4d0a |
ran · metamorphic tier: invariant
|
no licence file found · pointer only |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
1075225782/GCN/GCN/gcnpy/models.py 9ae4971fbc72a790 |
unverified |
no licence file found · pointer only |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
bepping/non-oversmoothing-gcns/src/GCN_methods/models.py 33c9884171e760fd |
unverified |
MIT (permissive) |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
hazdzz/GCN/model/models.py c8a2116bdd54211d |
unverified |
LGPL-2.1 (copyleft) · pointer only |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
HamzaGbada/GCN-Numpy/core/GCN_scratch/model.py 720119c339f1a7f9 |
unverified |
MIT (permissive) |
| Semi-Supervised Classification with Graph Convolutional Networks |
9 Sep 2016 |
basiralab/RG-Select/models_gcn.py 0a27b9c97ef96c4c |
unverified |
no licence file found · pointer only |
| Revisiting Semi-Supervised Learning with Graph Embeddings |
29 Mar 2016 |
meliketoy/graph-cnn.pytorch/models.py f224b63a7a7463d9 |
ran · metamorphic tier: deterministic
|
MIT (permissive) |
| Revisiting Semi-Supervised Learning with Graph Embeddings |
29 Mar 2016 |
asarigun/nfc-gcn/models.py 0da98822521f5a66 |
unverified |
MIT (permissive) |