GECo: a community-based graph neural network explainer - Computing Graph Neural Networks (GNNs) are powerful models that can manage complex data sources and their interconnection links. Still, one of GNNs’ main drawbacks is their lack of explainability, which limits ...

🚀 Our paper “GECo: a community-based GNN explainer” is accepted in Computing!
We tackle GNN explainability via community-based substructures, producing fast, interpretable masks without costly sampling.
#AI #GNN #ExplainableAI

Multi-Solvent Graph Neural Network for Reduction Potential Prediction Across the Chemical Space Reduction potentials of redox-active molecules and materials are essential descriptors of their performance as catalysts, antioxidants, electrode materials, etc. For a given species, its practical applications often span a range of solvent environments, which profoundly impact its redox properties. In this work, we present a message passing graph neural network architecture with a Set Transformer readout trained on ca. 20,000 reduction potentials of chemically diverse closed- and open-shell organic redox-active molecules (the “ReSolved” data set), computed using a rigorously benchmarked density functional theory procedure. The predictor model affords high accuracy with mean absolute errors of ca. 0.2 eV and is uniquely able to generalize to previously unseen solvents. We couple this architecture with an evolutionary algorithm to inverse-design synthetically accessible candidate molecules with target reduction potentials for several battery-related practical applications.

Excited to share ReSolved - a #GNN for predicting #redox potentials of organic molecules in diverse #solvents, by @chemwedding.bsky.social pubs.acs.org/doi/10.1021/...

Shubhr Singh A simple, whitespace theme for academics. Based on [*folio](https://github.com/bogoli/-folio) design.

Congratulations to Shubhr Singh, who just passed his #PhD on "Graph neural networks for audio analysis"! (at QMUL, London, co-supervised by me while I was there) https://shubhrsingh22.github.io/ #GNN

Graph neural networks uncover structure and functions underlying the activity of simulated neural assemblies Graph neural networks trained to predict observable dynamics can be used to decompose the temporal activity of complex heterogeneous systems into simple, interpretable representations. Here we apply t...

This is work that we presented at last year's #Cosyne workshop on #GNN s sites.google.com/bu.edu/gnnwo.... Better late than never. You can reproduce everything with the associated notebooks. I think it's a good start to learn how to use GNNs to infer something about NNs. arxiv.org/abs/2602.13325

Fitterkarma to launch new single ‘Aswang Sa Maynila’ on Valentine’s Day A Valentine’s night in Mandaluyong City is about to get darker. Filipino alt-rock band Fitterkarma, fresh off the viral success of “Pag-ibig ay Kanibalismo II” and “Kalapastangan,” has announced a live launch for their upcoming single, “Aswang Sa Maynila,” set for Feb.14, 2026. Dubbed Bangungot: “Aswang Sa Maynila” Single Launch, the event will feature an hour-long […] The post Fitterkarma to launch new single ‘Aswang Sa Maynila’ on Valentine’s Day appeared first on Interaksyon.

A lot of people ask if synthetic data is 'real enough' to train a defense system. The answer lies in the Provenance Hypergraph.

www.linkedin.com/pulse/bridgi...

#AI #MachineLearning #InformationWarfare #GNN #NLP #PotatoDefense #Ukraine #SyntheticData #OSINT

Bridging the Data Gap: A Technical Deep-Dive into Synthetic Data for Information Defense Last week, we shared a post saying that we are working on a new multi-modal AI framework designed to detect Russian disinformation. Today, we want to address the technical engine driving this system: ...

A lot of people ask if synthetic data is 'real enough' to train a defense system. The answer lies in the Provenance Hypergraph.

www.linkedin.com/pulse/bridgi...

#AI #MachineLearning #InformationWarfare #GNN #NLP #CyberDefense #Ukraine #SyntheticData #OSINT

breaking news #gnn

ZOZO研究所のAI論文がトップカンファレンスにて発表！新たなスパース化手法とは ZOZO研究所が人工知能分野の権威あるカンファレンス「AAAI-26」に論文を発表。新たなスパース化手法でGNNの効率を大幅向上させる技術に迫ります。

ZOZO研究所のAI論文がトップカンファレンスにて発表！新たなスパース化手法とは #千葉県 #千葉市 #AI #ZOZO研究所 #GNN

ZOZO研究所が人工知能分野の権威あるカンファレンス「AAAI-26」に論文を発表。新たなスパース化手法でGNNの効率を大幅向上させる技術に迫ります。

#AI #ML #DL #LLM #AGI #GPU #HPC #NLP #CV #RL #SSL #RNN #CNN #GNN #MoE #GAN #VAE #MCTS #MoE #SAM #CUDA #FLOPs #AGI #XR #AR #VR #IoT #MLOps #AIResearch #Emergence #Scaling #Inference

How does a prof with a 0-commit #GitHub and no public code history justify presenting on complex Graph Neural Networks, especially when their former staff did the coding? Why wouldn't the actual dev be given the stage? This decision is baffling. #PIProblems #GNN #academicsky #ichbinhanna

#SahilAdeem #ImranKhan #CharacterMatters #PTI #TruthMatters #ReleaseLeaderOfMasses #مشن_عمران_خان_کی_رہائی #مقصد_ایک_خان_کی_رہائی #ReleaseLeaderOfMajority #RealLeaders #ARYNews #BolNews #GeoNews #HumNews #GNN #SamaaTV #DunyaNews #PakistanPolitics @imrankasimba

Niger : 5 personnes arrêtées et un lot d’armes saisi dans la région d’Agadez, selon la Garde nationale. Trois suspects interpellés le 5 sept. dans un convoi venant de Libye, deux autres le 27 oct. avec 63 boules de chanvre indien.
#Niger #Sécurité #Agadez #Armes #Drogue #GNN

#ARYNews #GeoNews #SamaaTV #BOLNews #HumNews #ExpressNews #GNN #PublicNews #24NewsHD
[whatsapp.com/channel/002...](whatsapp.com/channel/002...) @imrankasimba

4/4 Créé en 2010, le Groupement des Brigades de pistes à vocation judiciaire de la GNN a pour mission, selon l’institution, de démanteler les réseaux terroristes et criminels. #Niger #Sécurité #GNN #Criminalité #Trafic #Drogue

1/4 La Garde Nationale du Niger a présenté ce 3 novembre 2025 les résultats de ses opérations de lutte contre le terrorisme & la criminalité menées du 29 septembre au 31 octobre à Niamey, lors d’une cérémonie au Camp Abdou Garba. #Niger #Sécurité #GNN #Criminalité #Trafic #Drogue

#FakeNews #ARYExposed #SohailAfridi #PTI #Pakistan #Breaking #TruthPrevails #Justice #KPK #Trending #ARYNews #GeoNews #SamaaTV #BOLNews #PublicNews #GNN #ExpressNews #DunyaNews #PTVNews #مشن_عمران_خان_کی_رہائی #ReleaseLeaderOfMajority #مقصد_ایک_خان_کی_رہائی @imrankasimba

#ShameOnYou #Pakistan #Justice #RespectWomen #BreakingNews #Trending #ARYNews #GeoNews #SamaaTV #BOLNews #HumNews #GNN #PublicNews #ExpressNews #NeoNews #DunyaNews #PTVNews #مشن_عمران_خان_کی_رہائی #ReleaseLeaderOfMajority #مقصد_ایک_خان_کی_رہائی @imrankasimba

Meanwhile, **Uzma Bukhari vs Samina Pasha** turned into a fiery showdown 🔥 — truth vs scripted drama, and guess who burned?

#FieldMarshalMarch #Extension #UzmaBukhari #SaminaPasha #BreakingNews #ARYNews #GeoNews #BolNews #GNN #SamaaTV #DunyaNews #92News #Pakistan #PTI #ImranKhan

This isn’t politics anymore — this is a full-blown **power war** in motion!

#SohailAfridi #PoliticalClash #BreakingNews #Pakistan #PTI #ImranKhan #ARYNews #BolNews #GeoNews #GNN #DunyaNews #92News
#مشن_عمران_خان_کی_رہائی #مقصد_ایک_خان_کی_رہائی @imrankasimba

Meanwhile, **Uzma Bukhari vs Samina Pasha** turned into a fiery showdown 🔥 — truth vs scripted drama, and guess who burned?

#FieldMarshalMarch #Extension #UzmaBukhari #SaminaPasha #BreakingNews #ARYNews #GeoNews #BolNews #GNN #SamaaTV #DunyaNews #92News #Pakistan #PTI #ImranKhan

But remember: *Khyber Pakhtunkhwa stands with its Chief Minister.*
#SiddiqueJaan #SohailAfridi #27thAmendment #PakistanPolitics #BreakingNews #ARYNews #GeoNews #BolNews #GNN #SamaaTV #92News #DunyaNews #مشن_عمران_خان_کی_رہائی #ReleaseLeaderOfMajority #مقصد_ایک_خان_کی_رہائی @imrankasimba

#ExtensionTension #ImranRiazKhan #PakistanPolitics #BreakingNews #ARYNews #GeoNews #SamaaTV #BolNews #GNN #DunyaNews #92News #مشن_عمران_خان_کی_رہائی #ReleaseLeaderOfMajority #مقصد_ایک_خان_کی_رہائی @imrankasimba

Bayesian Neighborhood Adaptation for Graph Neural Networks

Paribesh Regmi, Rui Li, Kishan K C

Action editor: Peilin Zhao

https://openreview.net/forum?id=2zEemRib3a

#gnns #gnn #node

gremloe - 🚫🧊 Gov. Wisconsinn candidate Francesca Hong says Watch gremloe's clip titled

Gov. Wisconsin candidate Francesca Hong says
🚫🧊 "F%&K ICE!
FREE PALESTINE!"🆓🇵🇸
#GNN #GremloeNewsNetwork
@gremloe.bsky.social @francescahongwi.bsky.social
FrancescaHong.com

Reassessing Fairness: A Reproducibility Study of NIFA’s Impact on GNN Models

Ruben Figge, Sjoerd Gunneweg, Aaron Kuin, Mees Lindeman

Action editor: Sheng Li

https://openreview.net/forum?id=l5fXUKi8GO

#fairness #biases #gnn

better late than never: just found out that cop wasn't stonewalling ICE but just some dumbass karen who was begging to get her whole pack smoked
#GNN

gremloe - AssMoldOld [asmondgold for the bots 🤖] ✨ materially supports ✨& encourages mass murder | TwitchT🚫S Watch gremloe's clip titled

AssMoldOld [asmondgold for the bots 🤖] ✨ materially supports ✨& encourages mass murder | TwitchT🚫S #GNN

TopInG Introduces Topologically Interpretable Graph Learning

TopInG, a new framework using persistent homology, promises more interpretable graph neural networks and was submitted on 6 Oct 2025. Read more: getnews.me/toping-introduces-topolo... #gnn #topology #interpretability