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| Link zu diesem Datensatz | https://d-nb.info/1342299817 |
| Art des Inhalts | Konferenzschrift |
| Titel | Artificial Neural Networks and Machine Learning – ICANN 2024 : 33rd International Conference on Artificial Neural Networks, Lugano, Switzerland, September 17–20, 2024, Proceedings, Part V / edited by Michael Wand, Kristína Malinovská, Jürgen Schmidhuber, Igor V. Tetko |
| Person(en) |
Wand, Michael (Herausgeber) Malinovská, Kristína (Herausgeber) Schmidhuber, Jürgen (Herausgeber) Tetko, Igor (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XXXIII, 436 p. 116 illus., 106 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-72343-8 Printed edition:: ISBN: 978-3-031-72345-2 |
| Inhalt | -- Graph Neural Networks. -- 3D Lattice Deformation Prediction with Hierarchical Graph Attention Networks. -- Beyond Homophily: Attributed Graph Anomaly Detection via Heterophily-aware Contrastive Learning Network. -- Boosting Attributed Graph Anomaly Detection via Negative Sample Awareness. -- CauchyGCN: Preserving Local Smoothness in Graph Convolutional Networks via a Cauchy-Based Message-Passing Scheme and Clustering Analysis. -- ComMGAE: Community Aware Masked Graph AutoEncoder. -- CTQW-GraphSAGE: Trainabel Continuous-Time Quantum Walk On Graph. -- Edged Weisfeiler-Lehman algorithm. -- Enhancing Fraud Detection via GNNs with Synthetic Fraud Node Generation and Integrated Structural Features. -- Graph-Guided Multi-View Text Classification: Advanced Solutions for Fast Inference. -- Invariant Graph Contrastive Learning for Mitigating Neighborhood Bias in Graph Neural Network based Recommender Systems. -- Key Substructure-Driven Backdoor Attacks on Graph Neural Networks. -- Missing Data Imputation via Neighbor Data Feature-enriched Neural Ordinary Differential Equations. -- Multi-graph Fusion and Virtual Node Enhanced Graph Neural Networks. -- STGNA: Spatial-Temporal Graph Convolutional Networks with Node Level Attention for Shortwave Communications Parameters Forecasting. -- Virtual Nodes based Heterogeneous Graph Convolutional Neural Network for Efficient Long-Range Information Aggregation. -- Large Language Models. -- A Three-Phases-LORA Finetuned Hybrid LLM Integrated with Strong Prior Module in the Eduation Context. -- An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration. -- Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models. -- BiosERC: Integrating Biography Speakers Supported by LLMs for ERC Tasks. -- CSAFT: Continuous Semantic Augmentation Fine-Tuning for Legal Large Language Models. -- FashionGPT: A Large Vision-Language Model for Enhancing Fashion Understanding. -- Generative Chain-of-Thought for Zero-shot Cognitive Reasoning. -- Generic Joke Generation with Moral Constraints. -- Large Language Model Ranker with Graph Reasoning for Zero-Shot Recommendation. -- REM: A Ranking-based Automatic Evaluation Method for LLMs. -- Semantics-Preserved Distortion for Personal Privacy Protection in Information Management. -- Towards Minimal Edits in Automated Program Repair: A Hybrid Framework Integrating Graph Neural Networks and Large Language Models. -- Unveiling Vulnerabilities in Large Vision-Language Models: The SAVJ Jailbreak Approach |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2409180421216.701676332932 DOI: 10.1007/978-3-031-72344-5 |
| URL | https://doi.org/10.1007/978-3-031-72344-5 |
| ISBN/Einband/Preis | 978-3-031-72344-5 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 15020 |
| DDC-Notation | 004.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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