troupe-standup/wizard-work/ledger/arxiv_gnn.csv

1	arxiv_id	title	authors	published	url
2	2610.31572v1	On the Token Collapse Phenomenon in Textual Graph Soft Prompting	Andrea Giuseppe Di Francesco; Rishabh Jain; Franco Maria Nardini; Nicola Tonellotto; Pietro Liò; Fabrizio Silvestri	2026-10-22T17:13:03Z	http://arxiv.org/abs/2610.31572v1
3	2610.31183v1	Unconstrained learning of equivariant atomistic properties	Joseph W. Abbott; Paolo Pegolo; Pol Febrer; Michelangelo Domina; Sandra Saade; Matthias Kellner; Filippo Bigi; Philip Loche; Michele Ceriotti	2026-10-22T12:33:41Z	http://arxiv.org/abs/2610.31183v1
4	2610.30748v1	Visualizing and Interpreting Temporal Care Team Dynamics for Cancer Survival Risk Analysis	Yuhua Huang; Hsiao-Ying Lu; Kwan-Liu Ma	2026-10-22T05:16:53Z	http://arxiv.org/abs/2610.30748v1
5	2610.30394v1	Escaping the Phylogenetic Trap: Persistent Homology Enables Cross-Species Ion Channel Classification via Multimodal Graph Neural Networks	Arezoo Bybordi; Favour Achimba; Mariam Gelashvili; Jessy Ramirez; Weigang Qiu; Mandë Holford; Anita Raja	2026-10-21T19:59:07Z	http://arxiv.org/abs/2610.30394v1
6	2610.29725v1	Structure-Aware Message Passing on Petri Nets through Directed Walks and Incidence Diffusion	Geri Skenderi	2026-10-21T13:31:05Z	http://arxiv.org/abs/2610.29725v1
7	2610.29667v1	Leveraging Time-Series Foundation Models for Financial Crime Detection	Danae Natalie Savvidi; H. Çağrı Bilgi; Kubilay Atasu; Arie van Deursen	2026-10-21T12:42:17Z	http://arxiv.org/abs/2610.29667v1
8	2610.29630v1	Space weather dependence of decameter-scale ionospheric irregularities spatial distribution	Oleg I. Berngardt; Ivan A. Lavygin	2026-10-21T12:12:15Z	http://arxiv.org/abs/2610.29630v1
9	2610.29589v1	Fragment-Level Graph Encoding for Interpretable Molecular Property Prediction	Rafael Lopes Almeida; Ina Pöhner	2026-10-21T11:29:50Z	http://arxiv.org/abs/2610.29589v1
10	2610.29571v1	Implicit Feature Reweighting for Label-Free Graph Generalization	Tianjun Yao; Chen Xi; Xinyang Li; Lixian Zhong	2026-10-21T11:04:32Z	http://arxiv.org/abs/2610.29571v1
11	2610.29111v1	SU(2)-Equivariant Spinor Message Passing for Molecular Magnetism	Erh-Wei Sheng; Beom Seok Kang; Yuchao Lin; Danish Khan; Anima Anandkumar	2026-10-21T02:51:38Z	http://arxiv.org/abs/2610.29111v1
12	2610.28899v1	Data-Driven Glyph Positioning for Handwritten Music Synthesis	Elona Shatri; Jiří Mayer; Jan Hajič	2026-10-20T20:25:26Z	http://arxiv.org/abs/2610.28899v1
13	2610.28486v1	Reduced graph-based representations of detonation-containing flows	Sinaendhran Pujali Elilarasan; Michael Ullman; Shivam Barwey	2026-10-20T16:31:26Z	http://arxiv.org/abs/2610.28486v1
14	2610.28378v1	Topology-Adaptive Seismic Response Prediction of Interconnected Structural Systems Using Reduced Order Model Embedded Graph Neural Network	Huangbin Liang; Beatriz Moya; Francisco Chinesta; Eleni Chatzi	2026-10-20T15:32:14Z	http://arxiv.org/abs/2610.28378v1
15	2610.28318v1	Stabilizing Filters for Graph Signal Generation	Martin Schmidt; Gonzalo Mateos	2026-10-20T14:54:30Z	http://arxiv.org/abs/2610.28318v1
16	2610.28250v1	Physics-constrained graph closures and working-point conditioning for a fast surrogate of linac beam dynamics	Bowen Zhang; Dazhang Huang; Nengyuan Zhang; Duan Gu; Chao Feng	2026-10-20T14:10:44Z	http://arxiv.org/abs/2610.28250v1
17	2610.30186v1	SIGNN++: Robust Graph Neural Star Identification on Earth	Jeongbin Sohn; Jina Lee; Max Yen; Dowan Gwon; Jeahn Han; Floyd Hepburn-Dickins; Brian Coltin; Ryan Soussan; Pyojin Kim	2026-10-20T12:39:22Z	http://arxiv.org/abs/2610.30186v1
18	2610.27614v1	Learning Inter-Graph Interactions Between Heterogeneous Substructures of Chemical Systems	Gyoung S. Na	2026-10-20T04:27:45Z	http://arxiv.org/abs/2610.27614v1
19	2610.27558v1	AnchorRM: Parallel Intra-Batch State Reconstruction with Anchor-Based Residual Memory for Temporal Graph Neural Networks	Haroon Gharwi; Kai Shu; Yue Dai	2026-10-20T03:15:16Z	http://arxiv.org/abs/2610.27558v1
20	2610.27107v1	RGH-GNN : Risk-Gated Heterogeneous Graph Neural Network for Financial Fraud Detection	Mythreyee Hari; Subin Sahayam; Vegesna S M Srinivasavarma	2026-10-19T18:07:47Z	http://arxiv.org/abs/2610.27107v1
21	2610.27051v1	Graph Neural Networks for Astrophysics and Cosmology	Christian Kragh Jespersen	2026-10-19T18:00:00Z	http://arxiv.org/abs/2610.27051v1
22	2610.26351v1	PhyPro-FM: A Physics and Prompt-Guided Graph Foundation Model for Contingency Analysis	Xu Yang; Zhanyuan Sheng; Chenhui Lin; Haotian Liu; Qi Wang; Yue Yang; Wenchuan Wu	2026-10-19T13:16:43Z	http://arxiv.org/abs/2610.26351v1
23	2610.26285v1	Learning SOCP Solver Dynamics with Graph Neural Networks	Adam Ghalem; Lou Salaün; Davide Rinaldi; Fragkiskos D. Malliaros	2026-10-19T12:37:58Z	http://arxiv.org/abs/2610.26285v1
24	2610.26187v1	On Counting Graphs for Modal Logic with Counting	Avijeet Ghosh; François Schwarzentruber	2026-10-19T11:17:34Z	http://arxiv.org/abs/2610.26187v1
25	2610.26153v1	Physics-Driven Framework for QoS-Constrained Satellite System with Non-Linear PA Distortion	Hamza Ahmed Qureshi; Abuzar Babikir Mohammad Adam; Vu Nguyen Ha; Konstantinos Ntontin; Symeon Chatzinotas	2026-10-19T10:41:08Z	http://arxiv.org/abs/2610.26153v1
26	2610.26104v1	Declarative Explanations for Graph Neural Networks: A Demonstration	Cibo Yu; Haitong Tang; Yinghui Wu; Arijit Khan; Tingting Zhu; Tingyang Chen; Xiangyu Ke	2026-10-19T10:01:19Z	http://arxiv.org/abs/2610.26104v1
27	2610.25991v1	Map-Distribution Mixture-of-Experts for Multi-Agent Pathfinding	Fumimaro Suzuki; Keisuke Okumura	2026-10-19T08:17:34Z	http://arxiv.org/abs/2610.25991v1
28	2610.25775v1	Crystal Structure Based Graph Neural Network And LLM Multi-Modal Approach for Material Magnetic Ordering Prediction	Adam Zheng; April Zheng; Sheng Ran	2026-10-19T04:39:00Z	http://arxiv.org/abs/2610.25775v1
29	2610.25124v1	Secure Distortion-Aware GNN Precoding under Active Eavesdropping in Cell-Free Networks	Reza Ghasemi Alavicheh; Thomas Feys; Md Arifur Rahman; François Rottenberg	2026-10-18T09:04:21Z	http://arxiv.org/abs/2610.25124v1
30	2610.24875v1	RAFT: Redundancy-Aware Input Filtering for Temporal Graph Neural Network Training	Yue Dai; Sarah Zhou; Youtao Zhang	2026-10-17T21:26:41Z	http://arxiv.org/abs/2610.24875v1
31	2610.26933v1	Rate as a Feature, Not a Nuisance: Curriculum FiLM Training for Event-Based Graph Neural Networks	Kavyansh Tyagi; Andreas Ziegler	2026-10-17T19:13:11Z	http://arxiv.org/abs/2610.26933v1