• Suche: Reliable Graph Machine Learning

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Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
Minhua Lin ; Zhiwei Zhang ; Enyan Dai ; et al.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2. :1729-1740

FOS: Computer and inform... Computer Science - Machi... Computer Science - Crypt... Cryptography and Securit... Machine Learning (cs.LG)
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3

Are You Using Reliable Graph Prompts? Trojan Prompt Attacks on Graph Neural Networks
Lin, Minhua ; Zhang, Zhiwei ; Dai, Enyan ; et al.

Computer Science - Machi... Computer Science - Crypt...
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4

Predicting redox potentials by graph‐based machine learning methods
Jia, Linlin ; Brémond, Éric ; Zaida, Larissa ; et al.
Journal of Computational Chemistry. 45(28):2383-2396

ORedOx159 database Redox potential predicti... graph-based machine lear... density functional theor... [CHIM.CHEM]Chemical Scie... Cheminformatics
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5

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Reliable Graph Neural Network Explanations Through Adversarial Training
Loveland, Donald ; Liu, Shusen ; Kailkhura, Bhavya ; et al.

Computer Science - Machi...
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7

Reliable Graph Neural Networks for Drug Discovery Under Distributional Shift
Han, Kehang ; Lakshminarayanan, Balaji ; Liu, Jeremiah

Computer Science - Machi... Computer Science - Artif...
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8

Enhanced sensor environment graph based deep learning approach for air quality anomaly detection
Masmoudi, Sahar ; Garnier, Christelle ; Savard, Anne ; et al.
32 ND European Signal Processing Conference (EUSIPCO) 2024, Aug 2024, Lyon (Centre des Congrès), France

Lyon (Centre des Congrès... Pollutant forecasting Gr... Pollutant forecasting Graph neural network A3T-GCN Anomaly detection …
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9

Reliable Graph Neural Networks via Robust Aggregation
Geisler, Simon ; Zügner, Daniel ; Günnemann, Stephan

Computer Science - Machi... Statistics - Machine Lea...
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10

Credal Graph Neural Networks
Tolloso, Matteo ; Bacciu, Davide

Machine Learning
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11

Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning
Chen, Dillon, Z ; Trevizan, Felipe ; Thiébaux, Sylvie ; et al.

Banff, Canada [INFO.INFO-AI]Computer S... Artificial Intelligence...
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12

GT-LSTM: Integrating High-Resolution Particulate Matter Data for Urban Air Quality Forecasting
Rahmani, Maryam ; Crumeyrolle, Suzanne ; Martiny, Nadège ; et al.
DAIS 2025 - 25th International Conference on Distributed Applications and Interoperable Systems. :84-101

Lille, France Graph Neural Networks Te... Spatiotemporal Forecasti... Graph Neural Networks Temporal LSTM Time Series Forecasting …
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13

Iterative multi-scale deep learning framework for reliable breast cancer diagnosis
Komal S. Gandle ; Dhananjay B. Kshirsagar
Review of Computer Engineering Research. 12(4):257-272

Breast cancer; Diagnosti...
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14

DeNoise: Learning Robust Graph Representations for Unsupervised Graph-Level Anomaly Detection
Chen, Qingfeng ; Zeng, Haojin ; Jie, Jingyi ; et al.

Machine Learning Artificial Intelligence
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15

Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education
Pengyang Shao ; Yonghui Yang ; Chen Gao ; et al.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1. :1233-1243

Computer Science - Compu... Computer Science - Machi...
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16

A unified framework for interactive visual graph matching via attribute-structure synchronization
Liu, Yuhua ; Wang, Haoxuan ; Kou, Jiajia ; et al.
In Computers & Graphics December 2025 133

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17

Reliable Graph Machine Learning ; Zuverlässiges Maschinelles Lernen auf Graphen
Geisler, Simon Markus ; Günnemann, Stephan (Prof. Dr.) ; Bresson, Xavier (Assoc. Prof., Ph.D.)

info:eu-repo/classificat...
Dissertation
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Dual Boost-Driven Graph-Level Clustering Network
Smith, John ; Tu, Wenxuan ; Wu, Junlong ; et al.

Computer Science - Machi...
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19

DrugMAP: Deep Multimodal Transformers for Drug-Target Mechanism of Action Prediction
Das, Rangan ; Jana, Swadesh ; Dey, Anannyo ; et al.
IEEE Transactions on Artificial Intelligence. :1-14

Transformer Models Drugs Proteins Transformers Multi-Modal Molecular Re... Graph Neural Networks …
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20

Representation and comparison of chemotherapy protocols with ChemoKG and graph embeddings
Jhee, Jong, Ho ; Rogier, Alice ; Giraud, Dune ; et al.
SWAT4HCLS 2024 - 15th International Semantic Web Applications and Tools for Health Care and Life Sciences Conference, Feb 2024, Leiden, Netherlands

Leiden, Netherlands Knowledge graph Graph embedding Clustering Chemotherapy regimen Chemotherapy protocol …
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