Table of Contents

• A Novel Transfer Learning Approach for Detecting Unseen AnomaliesKhan Mohammad Al Farabi, Gagan Agrawal. 1-8 [doi]
• Graph-Based Identification of Influential Groups in Cross-Platform Narrative DisseminationRidwan Amure, Nitin Agarwal 0001. 9-16 [doi]
• BETWEEN: Boundary Estimation through Time Warping, Energy, & Entropy NeutralizationCalvin Breseman, Igor Moiseev, Bruno Abbate, David M. Woollard. 17-26 [doi]
• KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language ModelsWeijie Chen, Ting Bai 0004, Jinbo Su, Jian Luan 0001, Wei Liu 0302, Chuan Shi 0001. 27-34 [doi]
• Label Informativeness-Based Minority Oversampling in Graphs (LIMO)Rishav Das, Sikta Mohanty, Rucha Bhalchandra Joshi, Subhankar Mishra. 35-42 [doi]
• ReviewGraph: A Knowledge Graph Embedding Based Framework for Review Rating Prediction with Sentiment FeaturesA. J. W. de Vink, Natalia Amat-Lefort, Lifeng Han. 43-50 [doi]
• CausaMap: A Semi-Supervised Map for Causal Text MiningSami Diaf. 51-58 [doi]
• Mind the Context: Enriching Knowledge Graphs with Rules and MappingsVeronica dos Santos, Daniel de Oliveira 0001, Daniel Schwabe 0001, Edward Hermann Haeusler, Fernanda Baião, Sérgio Lifschitz. 59-66 [doi]
• Self-Disentangling Domain-Specific and Domain-Agnostic Representations Across Multiple Sources for Data-To-Text GenerationMingxuan Du, Jingbo Zhou 0003, Fuzhen Zhuang, Yuhong Zhang. 67-73 [doi]
• Adaptive-GraphSketch: Real-Time Edge Anomaly Detection via Multi-Layer Tensor Sketching and Temporal DecayOcheme Anthony Ekle, William Eberle. 74-81 [doi]
• Memory-Efficient Information Filtering in Contrastive Learning for Temporal Knowledge Graph ReasoningEshani K. Fernando, Michael Adjeisah, Jian Chang, Jian-Jun Zhang. 82-89 [doi]
• FAIR GraphRAG: A Retrieval-Augmented Generation Approach for Semantic Data AnalysisMarlena Flüh, Soo-Yon Kim, Carolin Victoria Schneider, Sandra Geisler. 90-97 [doi]
• Evaluating Knowledge Graph-Enhanced Context for Multiple-Choice Question AnsweringMaryam Ghanbari, Renata Dividino. 98-105 [doi]
• Quantifying Informativeness in Knowledge Graph-Augmented In-Context Learning for Multiple Choice Query AnsweringMaryam Ghanbari, Renata Dividino. 106-113 [doi]
• Towards Abduction-Based Ontology MatchingIvan Gocev, Georgios Meditskos, Nick Bassiliades. 114-121 [doi]
• Modeling Time Series Dynamics with Fourier Ordinary Differential EquationsMuhao Guo, Yang Weng. 122-129 [doi]
• EagleCare: Augmenting ICU Monitoring with LLMs and Knowledge Graph ReasoningJiawei Guo, Yang Gao 0024, Zihang Liu, Yihan Rao, Jiang Hu, Haishuai Wang. 130-137 [doi]
• When to Harmonize? Evaluating Stage-Specific Harmonization in Federated Brain Age EstimationTanurima Halder, Kunal Deo, Nicolás Nieto, Kaustubh R. Patil, Kshitij S. Jadhav. 138-145 [doi]
• On the Development of an Interactive Cause-Effect Learning System (CELS) for a Metal-Forming System Use CaseJosua Höfgen, Birgit Vogel-Heuser, Dominik Hujo-Lauer, Michael Lechner, Marion Merklein. 146-153 [doi]
• Ontology Versioning for Managing Inconsistencies from Heterogeneous Sources in Intralogistics Systems Using RDF-StarFan Ji, Ziming Wen, Birgit Vogel-Heuser. 154-161 [doi]
• Intent-Driven Smart Manufacturing Integrating Knowledge Graphs and Large Language ModelsTakoua Jradi, John Violos, Dimitrios Spatharakis, Lydia Mavraidi, Ioannis Dimolitsas, Aris Leivadeas, Symeon Papavassiliou. 162-169 [doi]
• Aligning Tag-Based Building Operating Systems with RealEstateCore Ontology for Interoperability, Digital Twin Knowledge Graphs and Energy ManagementPrerna Juhlin, Michael Kleefisch, Charles Steinmetz, Gösta Stomberg, Matthias Schlöder, Eike Fokken, Philipp Bauer. 170-177 [doi]
• Graph Queries from Natural Language Using Constrained Language Models and Visual EditingBenedikt Kantz, Kevin Innerebner, Peter Waldert, Stefan Lengauer, Elisabeth Lex, Tobias Schreck. 178-185 [doi]
• Generic and Domain-Specific AI-Powered Knowledge Graph ConstructionIrene Kilanioti, George Angelos Papadopoulos. 186-195 [doi]
• Eco-Efficient Surveillance: Transforming Video Data into Actionable Text SummariesRishabh Kumar, Shagun Saboo, Lahari Boni, Divya Chaudhary. 196-202 [doi]
• IRDNet: Invariant and Residual Dynamic Decomposition Neural Network for Time Series ForecastingChenyang Li, Xuanzhi Feng, Chao Li, Xuefeng Ding 0002, Yuming Jiang 0004, Shakib Al Hasan, Dasha Hu. 203-207 [doi]
• Efficient Text-Video Aligner Method for Text-Video RetrievalHuaiqi Li, Chunxiao Fan 0002. 208-215 [doi]
• A Survey of Repetitive Sequential Pattern MiningYan Li, Mengyao He, Wenshuai Guo, Sijing Lu, Youxi Wu. 216-221 [doi]
• Design of Cybersecurity Knowledge Graph Systems Based on Large Language ModelsYichun Li, Fei Xiong. 222-228 [doi]
• M-TSINR: Multiscale Implicit Neural Representations via Mamba Encoder for Time Series Anomaly DetectionKe Liu, Mengxuan Li, Qianqian Shen, Yang Gao, Haishuai Wang. 229-236 [doi]
• Leveraging Social Network and Multimodal Graphs for Micro-Video Popularity PredictionLilong Liu, Shangheng Chen, Shengsheng Qian, Changsheng Xu. 237-244 [doi]
• Simple Rule Injection for ComplEx EmbeddingsHaodi Ma, Anthony M. Colas, Yuejie Wang, Ali Sadeghian, Daisy Zhe Wang. 245-252 [doi]
• FICHAD: Fusion of Image Context and Human-Annotated Descriptions for Multi-Modal Knowledge Graph CompletionHaodi Ma, Dzmitry Kasinets, Daisy Zhe Wang. 253-260 [doi]
• KIMV: Enhancing Entity Disambiguation with a Knowledge-Integrated Multi-View EncoderXiaozhuang Ma, Yuhan Sun, Xubin Duan, Xiaochang Dong, Jiao Zuo, Yan Li, Jianji Wang 0001. 261-268 [doi]
• A New Methodology of a Manifold Decomposition via Iterative PCA for Machine LearningChetra Mang, Axel Tahmasebimoradi, Mouadh Yagoubi. 269-276 [doi]
• LINK-KG: LLM-Driven Coreference-Resolved Knowledge Graphs for Human Smuggling NetworksDipak Meher, Carlotta Domeniconi, Guadalupe Correa-Cabrera. 277-284 [doi]
• Semantic and Structural Drift in Financial Knowledge Graphs: A Robustness Analysis of GNN-Based Fraud DetectorsRener S. Menezes, Raimir H. Filho. 285-291 [doi]
• Clustering Edges Reveals How Vertices Exert Influence in Graph DataManohar N. Murthi, Kamal Premaratne. 292-299 [doi]
• Improving Graph Embeddings in Machine Learning Using Knowledge Completion with Validation in a Case Study on COVID-19 SpreadRosario Napoli, Gabriele Morabito, Antonio Celesti, Massimo Villari, Maria Fazio. 300-307 [doi]
• KubeGraphBench: Benchmarking Graph Databases for Kubernetes ObservabilityCharles O'Brian, Tarek Zaarour, Ahmed Khalid, Ahmed H. Zahran. 308-315 [doi]
• A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation ModelsJunJun Pan, Yu Zheng 0013, Yue Tan, Yixin Liu 0001. 316-323 [doi]
• PRISM: A Framework for Multi-Level Modeling and Analysis of Polarization KnowledgeDemetris Paschalides, George Pallis 0001, Marios D. Dikaiakos. 324-331 [doi]
• SSGR-AR: Semantic-Enhanced Scene Graph Reasoning for Robust Video Action RecognitionDaxu Shi, Fan Qi, Changsheng Xu. 332-339 [doi]
• Preference-Aware Intent Fusion in Multi-Behavior RecommendationShuqing Sun, Dao-guo, Ruijie Liu, Peijie Sun. 340-347 [doi]
• Topic-Enhanced Instruction Tuning for Automatic Knowledge Graph ConstructionXiaoyu Sun, Ke Liang, Sihang Zhou, Jie Chen. 348-354 [doi]
• Contrastive Learning for Enhancing Model Selection in Sequential Recommender EnsembleYe Tao 0004, Tianxing Wang 0004, Oliver Qiu, Can Wang 0004, Alan Wee-Chung Liew. 355-362 [doi]
• DMF-MH: Dual-Stage Modality-Aware Fusion for Modality Heterogeneity in Multimodal Knowledge Graph CompletionRonghua Tian, Hong Yu. 363-370 [doi]
• Computational Fact-Checking of Online Discourse: Scoring Scientific Accuracy in Climate Change Related News ArticlesTim Wittenborg, Constantin Sebastian Tremel, Oliver Karras, Sören Auer. 371-378 [doi]
• Can an LLM Induce a Graph? Investigating Memory Drift and Context LengthRaquib Bin Yousuf, Aadyant Khatri, Shengzhe Xu, Mandar Sharma, Naren Ramakrishnan. 379-388 [doi]
• Lightweight Sentiment Analysis Compression Method Based on BERTZhongqian Zhang, Chunxiao Fan 0002. 389-396 [doi]
• High-Variance Graph Framelets for Heterophilous Graph LearningRuigang Zheng, Ming Li 0065, Xiaosheng Zhuang. 397-403 [doi]
• OPeMer: One-Shot LLM Prompting and Execution-Driven Multimodal Explainable ReasoningZuyi Zhou, Dizhan Xue, Shengsheng Qian. 404-411 [doi]
• Large Language Models for Anomalous Event Detection from Temporal Point ProcessesQinming Zhuang, Peng Zhang, Hong Yang. 412-417 [doi]