Table of Contents

• OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing SystemNingyu Zhang 0001, Zekun Xi, Yujie Luo, Peng Wang 0104, Bozhong Tian, Yunzhi Yao, Jintian Zhang, Shumin Deng, Mengshu Sun, Lei Liang, Zhiqiang Zhang 0012, Xiaowei Zhu, Jun Zhou 0011, Huajun Chen. [doi]
• XCrowd: Real-Time Dynamic Crowd Movement Simulation on Graph NetworksJan Appel, Andreas Weiler. [doi]
• Research Trends for the Interplay between Large Language Models and Knowledge GraphsHanieh Khorashadizadeh, Fatima Zahra Amara, Morteza Kamaladdini Ezzabady, Frédéric Ieng, Sanju Tiwari, Nandana Mihindukulasooriya, Jinghua Groppe, Soror Sahri, Farah Benamara, Sven Groppe. [doi]
• Towards Semi-Supervised Data Quality Detection In GraphsRubab Zahra Sarfraz. [doi]
• From On-chain to Macro: Assessing the Importance of Data Source Diversity in Cryptocurrency Market ForecastingGiorgos Demosthenous, Chryssis Georgiou, Eliada Polydorou. [doi]
• LLM-assisted Labeling Function Generation for Semantic Type DetectionChenjie Li, Dan Zhang, Jin Wang 0007. [doi]
• Quantum Data Structures for Enhanced Database PerformanceTim Littau, Ziyu Li, Rihan Hai 0001. [doi]
• Tracking Consistency over Data Streams with InkStream [Demo]Samuele Langhi, Angela Bonifati, Riccardo Tommasini 0001. [doi]
• MetaHive: A Cache-Optimized Metadata Management for Heterogeneous Key-Value StoresAlireza Heidari, Amirhossein Ahmadi, Zefeng Zhi, Wei Zhang. [doi]
• CroCRPC: Cross-Chain Remote Procedure Calls Framework for dAppsAvishek De, Divyakant Agrawal, Amr El Abbadi. [doi]
• Missing Value Imputation via Pre-trained Language Models with Trainable Prompt and Retrieval AugmentationXiang Huang, Shuang Hao 0001. [doi]
• Quantum Storage Design for Tables in RDBMSTuodu Li, Gongsheng Yuan, Chang Yao, Meng Shi, Ziyue Wang, Ling Qian, Jiaheng Lu. [doi]
• Transform Table to Database Using Large Language ModelsZezhou Huang, Jia Guo, Eugene Wu 0002. [doi]
• Proceedings of the Sixth International Workshop on Foundations and Applications of Blockchain (FAB)Mohammad Javad Amiri. [doi]
• Accelerating the Data Cleaning Systems Raha and Baran through Task and Data ParallelismFatemeh Ahmadi, Yusuf Mandirali, Ziawasch Abedjan. [doi]
• Can Delta Compete with Frame-of-Reference for Lightweight Integer Compression?Julia Spindler, Philipp Fent, Adrian Riedl, Thomas Neumann 0001. [doi]
• Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM)Valter Uotila, Sven Groppe, Le Gruenwald, Jiaheng Lu, Wolfgang Mauerer. [doi]
• GFS: Graph-based Feature Synthesis for Prediction over Relational DatabasesHan Zhang 0057, Quan Gan, David Wipf, Weinan Zhang 0001. [doi]
• EvalGPT: A Visual Analytic Framework for Enhancing Trust in Large Language ModelsXu Yang, Yiheng Liang, Le Liu, Lianwei Wu, Xiaoru Yuan. [doi]
• InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge IntegrationFali Wang, Runxue Bao, Suhang Wang, Wenchao Yu, Yanchi Liu, Wei Cheng 0002, Haifeng Chen. [doi]
• Leveraging LLMs Few-shot Learning to Improve Instruction-driven Knowledge Graph ConstructionYongli Mou, Li Liu, Sulayman K. Sowe, Diego Collarana, Stefan Decker. [doi]
• Practical Declarative Smart Contracts OptimizationLan Lu, Tao Luo, Jingyi Li, Hongxun Ding, Brendan Massey, Haoxian Chen 0001, Boon Thau Loo. [doi]
• Size Does (Not) Matter? Sparsification and Graph Neural Network Sampling for Large-scale GraphsJana Vatter, Maurice L. Rochau, Ruben Mayer, Hans-Arno Jacobsen. [doi]
• Enhancing Large Language Models with Multimodality and Knowledge Graphs for Hallucination-free Open-set Object RecognitionXinfu Liu, Yirui Wu, Yuting Zhou, Junyang Chen 0001, Huan Wang 0005, Ye Liu, Shaohua Wan 0001. [doi]
• SOK: Blockchain for ProvenanceAsma Jodeiri Akbarfam, Hoda Maleki. [doi]
• Optimizing Sorting for Chiplet-Based CPUsAlessandro Fogli, Peter Pletzuch, Jana Giceva. [doi]
• Enhancing Neo4j Query Efficiency with Seamless Integration of the GOpt Optimization FrameworkBingqing Lyu, Xiaoli Zhou, Longbin Lai, Yufan Yang, Yunkai Lou, Yongfei Liu. [doi]
• Text to Graph Query Using Filter Condition AttributesYang Liu, Xin Wang 0030, Jiake Ge, Hui Wang, Dawei Xu, Yongzhe Jia. [doi]
• LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge GraphsArijit Khan 0001, Tianxing Wu 0001, Xi Chen. [doi]
• Ghostwriter: a Distributed Message Broker on RDMA and NVMHendrik Makait, Bonaventura Del Monte, Tilmann Rabl. [doi]
• Finding Support for Tabular LLM OutputsGrace Fan, Roee Shraga, Renée J. Miller. [doi]
• 2nd International Workshop on Tabular Data Analysis (TaDA)Vasilis Efthymiou, Sainyam Galhotra, Oktie Hassanzadeh, Chuan Lei, Kavitha Srinivas. [doi]
• A Data Generator to Explore the Interactions Between Concept Drifts and Anomalies [Demo]Jongjun Park, Akanksha Nehete, Tammy Zeng, Fei Chiang. [doi]
• Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interestYusuf Abdulle, Emily Groves, Minhong Wang 0002, Holger Kunz, Jason Hoelscher-Obermaier, Ronin Wu, Honghan Wu. [doi]
• Vizard: Improving Visual Data Literacy with Large Language ModelsRubab Zahra Sarfraz, Samar Haider. [doi]
• Addressing Data Management Challenges for Interoperable Data ScienceIlin Tolovski, Tilmann Rabl. [doi]
• Graphs on Qubits: Demonstrating Three Graph Algorithms on Quantum ComputersLauri Vuorenkoski, Valter Uotila. [doi]
• DEMA: Enhancing Causal Analysis through Data Enrichment and Discovery in Data LakesKayvon Heravi, Saathvik Dirisala, Babak Salimi. [doi]
• AutoFAIR : Automatic Data FAIRification via Machine ReadingTingyan Ma, Wei Liu, Bin Lu 0005, Xiaoying Gan, Yunqiang Zhu, Luoyi Fu, Chenghu Zhou. [doi]
• Approximate Functional Dependencies Discovery Using Markov BlanketJinqi Liu, Anzhen Zhang, Jiajia Li, Na Guo, Jing Zhang. [doi]
• SPIREX: Improving LLM-based relation extraction from RNA-focused scientific literature using graph machine learningEmanuele Cavalleri, Mauricio Soto Gomez, Ali Pashaeibarough, Dario Malchiodi, J. Harry Caufield, Justin T. Reese, Chris Mungall, Peter N. Robinson, Elena Casiraghi, Giorgio Valentini, Marco Mesiti. [doi]
• LLMs for Data Engineering on Enterprise DataJan-Micha Bodensohn, Ulf Brackmann, Liane Vogel, Matthias Urban, Anupam Sanghi, Carsten Binnig. [doi]
• A Unified Visual Exploration Framework for (Semi-)structured DataThéo Bouganim, Ioana Manolescu, Emmanuel Pietriga. [doi]
• Bandwidth Expansion via CXL: A Pathway to Accelerating In-Memory Analytical ProcessingWentao Huang, Mo Sha 0002, Mian Lu, Yuqiang Chen, Bingsheng He, Kian-Lee Tan. [doi]
• ALT-GEN: Benchmarking Table Union Search using Large Language ModelsKoyena Pal, Aamod Khatiwada, Roee Shraga, Renée J. Miller. [doi]
• Designing Graph Neural Networks in Compliance with the European Artificial Intelligence ActBarbara Hoffmann, Jana Vatter, Ruben Mayer. [doi]
• 13th International Workshop on Quality in Databases: PrefaceSourav S. Bhowmick, Lisa Ehrlinger, Hazar Harmouch. [doi]
• QPV: An Input Control Component For Progressive Visualization AnalyticsXin Zhang 0038, Ahmed Eldawy. [doi]
• Schema Matching with Large Language Models: an Experimental StudyMarcel Parciak, Brecht Vandevoort, Frank Neven, Liesbet M. Peeters, Stijn Vansummeren. [doi]
• Data Management and AI for Blockchain Data Analysis: A Round Trip and OpportunitiesArijit Khan 0001. [doi]
• Fast and Accurate Regional Effect Plots for Automated Tabular Data AnalysisVasilis Gkolemis, Theodore Dalamagas 0001, Eirini Ntoutsi, Christos Diou. [doi]
• Knowledge Graph Efficient Construction: Embedding Chain-of-Thought into LLMsJixuan Nie, Xia Hou, Wenfeng Song, Xuan Wang, Xingliang Jin, Xinyu Zhang, ShuoZhe Zhang, Jiaqi Shi. [doi]
• Valuation-based Data Acquisition for Machine Learning FairnessEkta Pradhan, Romila Pradhan. [doi]
• InterpretStack: Interpretable Exploration and Interactive Visualization Construction of Stacking AlgorithmYu Wang, Jing Lu, Le Liu, Junping Zhang, Siming Chen 0001. [doi]
• A Comprehensive Outlook for Analyzing and Enhancing the Performance of Blockchain PlatformsJeeta Ann Chacko. [doi]
• Partial Adaptive Indexing for Approximate Query AnsweringStavros Maroulis, Nikos Bikakis, Vasileios Stamatopoulos, George Papastefanatos. [doi]
• Report on the 3rd International Workshop on Large-Scale Graph Data Analytics (LSGDA 2024)Long Yuan, Zhengyi Yang 0001, Qingqiang Sun, Alexander Zhou 0001. [doi]
• Large Language Models as Data PreprocessorsHaochen Zhang, Yuyang Dong, Chuan Xiao 0001, Masafumi Oyamada. [doi]
• Compute Engine Testing with Privacy-Compliant Production-Like Synthetic DataYu Liu, Jiangnan Cheng, Steve Chuck, Lyublena Antova, Yurgis Baykshtis, Matt David, Ge Gao, Mehrdad Honarkhah, Kuan-Sung Huang, Chen-Kuei Lee, Usman Muhammad, Shihao Peng, Andrii Rosa, Rebecca Schlussel, Michael Shang, Kelvin Silva, Brandon Vo, Zac Wen, Yihao Zhou. [doi]
• Tangible Progress: Employing Visual Metaphors and Physical Interfaces in AI-based English Language LearningMei Wang, Hai-Ning Liang, Yu Liu, Chengtao Ji, Lingyun Yu 0001. [doi]
• From Instructions to ODRL Usage Policies: An Ontology Guided ApproachDaham M. Mustafa, Abhishek Nadgeri, Diego Collarana, Benedikt T. Arnold, Christoph Quix, Christoph Lange 0002, Stefan Decker. [doi]
• MRG-SER: Self-supervised Spatial Entity Resolution Based on Multi-Relational GraphHanchen Qiu, Haojia Zhu, Zhicheng Li, Jiahui Jin. [doi]
• Benefits and Challenges of Decentralization in Data Systems: Opportunities for Data Management ResearchRuben Mayer. [doi]
• Corra: Correlation-Aware Column CompressionHanwen Liu, Mihail Stoian, Alexander van Renen, Andreas Kipf. [doi]
• Parallel Higher-order Truss DecompositionChen Chen 0017, Jingya Qian, Hui Luo, Yongye Li, Xiaoyang Wang 0002. [doi]
• Supervised Learning on Relational Databases with Quantum Graph Neural NetworksMartin Vogrin, Rok Vogrin, Sven Groppe, Jinghua Groppe. [doi]
• 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBsMinjie Wang, Quan Gan, David Wipf, Zhenkun Cai, Ning Li 0029, Jianheng Tang, Yanlin Zhang, Zizhao Zhang, Zunyao Mao, Yakun Song, Yanbo Wang, Jiahang Li, Han Zhang 0057, Guang Yang, Xiao Qin, Chuan Lei, Muhan Zhang, Weinan Zhang 0001, Christos Faloutsos, Zheng Zhang 0001. [doi]
• Enhancing Geographic Information Visualization: A Comparative Analysis of Digital Maps and Projection Augmented Relief MapsChang Yuan Lang Teng, Zhiwei Shi, Lingyun Yu, Yu Liu. [doi]
• HyperFedNet: Communication-Efficient Personalized Federated Learning Via HypernetworkXingyun Chen, Yan Huang, Zhenzhen Xie, Junjie Pang. [doi]
• Humboldt: Metadata-Driven Extensible Data DiscoveryAlex Bäuerle, Çagatay Demiralp, Michael Stonebraker. [doi]
• Data Quality Management for Responsible AI in Data LakesCarolina Cortes, Camila Sanz, Lorena Etcheverry, Adriana Marotta. [doi]
• Toward a Declarative Query Language for Machine LearningHasan Jamil. [doi]
• Process Model-based Access Control Policies for Cross-Organizational Data SharingLiam Tirpitz, Leon Gentges. [doi]
• Is Quantum-Based SQL Query Execution Viable?Manish Kesarwani, Jayant R. Haritsa. [doi]
• Techniques for interactive visual examination of autonomous vessel performanceNatalia V. Andrienko, Gennady L. Andrienko, Dimitris Zissis, Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos. [doi]