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Viewing Publication 1 - 100 from 3172

2024

Data Management and AI for Blockchain Data Analysis: A Round Trip and OpportunitiesArijit Khan 0001. VLDB 2024: [doi]

LLM+KG: Data Management Opportunities in Unifying Large Language Models + Knowledge GraphsArijit Khan 0001, Tianxing Wu 0001, Xi Chen. VLDB 2024: [doi]

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. VLDB 2024: [doi]

Parallel Higher-order Truss DecompositionChen Chen 0017, Jingya Qian, Hui Luo, Yongye Li, Xiaoyang Wang 0002. VLDB 2024: [doi]

QPV: An Input Control Component For Progressive Visualization AnalyticsXin Zhang 0038, Ahmed Eldawy. VLDB 2024: [doi]

GFS: Graph-based Feature Synthesis for Prediction over Relational DatabasesHan Zhang 0057, Quan Gan, David Wipf, Weinan Zhang 0001. VLDB 2024: [doi]

Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, VLDB 2024, Guangzhou, China, August 26-30, 2024VLDB.org, 2024. [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. VLDB 2024: [doi]

Accelerating the Data Cleaning Systems Raha and Baran through Task and Data ParallelismFatemeh Ahmadi, Yusuf Mandirali, Ziawasch Abedjan. VLDB 2024: [doi]

SOK: Blockchain for ProvenanceAsma Jodeiri Akbarfam, Hoda Maleki. VLDB 2024: [doi]

Proceedings of the Sixth International Workshop on Foundations and Applications of Blockchain (FAB)Mohammad Javad Amiri. VLDB 2024: [doi]

Techniques for interactive visual examination of autonomous vessel performanceNatalia V. Andrienko, Gennady L. Andrienko, Dimitris Zissis, Alexandros Troupiotis-Kapeliaris, Giannis Spiliopoulos. VLDB 2024: [doi]

XCrowd: Real-Time Dynamic Crowd Movement Simulation on Graph NetworksJan Appel, Andreas Weiler. VLDB 2024: [doi]

13th International Workshop on Quality in Databases: PrefaceSourav S. Bhowmick, Lisa Ehrlinger, Hazar Harmouch. VLDB 2024: [doi]

LLMs for Data Engineering on Enterprise DataJan-Micha Bodensohn, Ulf Brackmann, Liane Vogel, Matthias Urban, Anupam Sanghi, Carsten Binnig. VLDB 2024: [doi]

A Unified Visual Exploration Framework for (Semi-)structured DataThéo Bouganim, Ioana Manolescu, Emmanuel Pietriga. VLDB 2024: [doi]

Humboldt: Metadata-Driven Extensible Data DiscoveryAlex Bäuerle, Çagatay Demiralp, Michael Stonebraker. VLDB 2024: [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. VLDB 2024: [doi]

A Comprehensive Outlook for Analyzing and Enhancing the Performance of Blockchain PlatformsJeeta Ann Chacko. VLDB 2024: [doi]

HyperFedNet: Communication-Efficient Personalized Federated Learning Via HypernetworkXingyun Chen, Yan Huang, Zhenzhen Xie, Junjie Pang. VLDB 2024: [doi]

Data Quality Management for Responsible AI in Data LakesCarolina Cortes, Camila Sanz, Lorena Etcheverry, Adriana Marotta. VLDB 2024: [doi]

CroCRPC: Cross-Chain Remote Procedure Calls Framework for dAppsAvishek De, Divyakant Agrawal, Amr El Abbadi. VLDB 2024: [doi]

From On-chain to Macro: Assessing the Importance of Data Source Diversity in Cryptocurrency Market ForecastingGiorgos Demosthenous, Chryssis Georgiou, Eliada Polydorou. VLDB 2024: [doi]

2nd International Workshop on Tabular Data Analysis (TaDA)Vasilis Efthymiou, Sainyam Galhotra, Oktie Hassanzadeh, Chuan Lei, Kavitha Srinivas. VLDB 2024: [doi]

Finding Support for Tabular LLM OutputsGrace Fan, Roee Shraga, Renée J. Miller. VLDB 2024: [doi]

Optimizing Sorting for Chiplet-Based CPUsAlessandro Fogli, Peter Pletzuch, Jana Giceva. VLDB 2024: [doi]

Fast and Accurate Regional Effect Plots for Automated Tabular Data AnalysisVasilis Gkolemis, Theodore Dalamagas 0001, Eirini Ntoutsi, Christos Diou. VLDB 2024: [doi]

MetaHive: A Cache-Optimized Metadata Management for Heterogeneous Key-Value StoresAlireza Heidari, Amirhossein Ahmadi, Zefeng Zhi, Wei Zhang. VLDB 2024: [doi]

DEMA: Enhancing Causal Analysis through Data Enrichment and Discovery in Data LakesKayvon Heravi, Saathvik Dirisala, Babak Salimi. VLDB 2024: [doi]

Designing Graph Neural Networks in Compliance with the European Artificial Intelligence ActBarbara Hoffmann, Jana Vatter, Ruben Mayer. VLDB 2024: [doi]

Missing Value Imputation via Pre-trained Language Models with Trainable Prompt and Retrieval AugmentationXiang Huang, Shuang Hao 0001. VLDB 2024: [doi]

Transform Table to Database Using Large Language ModelsZezhou Huang, Jia Guo, Eugene Wu 0002. VLDB 2024: [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. VLDB 2024: [doi]

Toward a Declarative Query Language for Machine LearningHasan Jamil. VLDB 2024: [doi]

Is Quantum-Based SQL Query Execution Viable?Manish Kesarwani, Jayant R. Haritsa. VLDB 2024: [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. VLDB 2024: [doi]

Tracking Consistency over Data Streams with InkStream [Demo]Samuele Langhi, Angela Bonifati, Riccardo Tommasini 0001. VLDB 2024: [doi]

Quantum Storage Design for Tables in RDBMSTuodu Li, Gongsheng Yuan, Chang Yao, Meng Shi, Ziyue Wang, Ling Qian, Jiaheng Lu. VLDB 2024: [doi]

LLM-assisted Labeling Function Generation for Semantic Type DetectionChenjie Li, Dan Zhang, Jin Wang 0007. VLDB 2024: [doi]

Quantum Data Structures for Enhanced Database PerformanceTim Littau, Ziyu Li, Rihan Hai 0001. VLDB 2024: [doi]

Corra: Correlation-Aware Column CompressionHanwen Liu, Mihail Stoian, Alexander van Renen, Andreas Kipf. VLDB 2024: [doi]

Approximate Functional Dependencies Discovery Using Markov BlanketJinqi Liu, Anzhen Zhang, Jiajia Li, Na Guo, Jing Zhang. VLDB 2024: [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. VLDB 2024: [doi]

Text to Graph Query Using Filter Condition AttributesYang Liu, Xin Wang 0030, Jiake Ge, Hui Wang, Dawei Xu, Yongzhe Jia. VLDB 2024: [doi]

Practical Declarative Smart Contracts OptimizationLan Lu, Tao Luo, Jingyi Li, Hongxun Ding, Brendan Massey, Haoxian Chen 0001, Boon Thau Loo. VLDB 2024: [doi]

Enhancing Neo4j Query Efficiency with Seamless Integration of the GOpt Optimization FrameworkBingqing Lyu, Xiaoli Zhou, Longbin Lai, Yufan Yang, Yunkai Lou, Yongfei Liu. VLDB 2024: [doi]

AutoFAIR : Automatic Data FAIRification via Machine ReadingTingyan Ma, Wei Liu, Bin Lu 0005, Xiaoying Gan, Yunqiang Zhu, Luoyi Fu, Chenghu Zhou. VLDB 2024: [doi]

Ghostwriter: a Distributed Message Broker on RDMA and NVMHendrik Makait, Bonaventura Del Monte, Tilmann Rabl. VLDB 2024: [doi]

Partial Adaptive Indexing for Approximate Query AnsweringStavros Maroulis, Nikos Bikakis, Vasileios Stamatopoulos, George Papastefanatos. VLDB 2024: [doi]

Benefits and Challenges of Decentralization in Data Systems: Opportunities for Data Management ResearchRuben Mayer. VLDB 2024: [doi]

Leveraging LLMs Few-shot Learning to Improve Instruction-driven Knowledge Graph ConstructionYongli Mou, Li Liu, Sulayman K. Sowe, Diego Collarana, Stefan Decker. VLDB 2024: [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. VLDB 2024: [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. VLDB 2024: [doi]

ALT-GEN: Benchmarking Table Union Search using Large Language ModelsKoyena Pal, Aamod Khatiwada, Roee Shraga, Renée J. Miller. VLDB 2024: [doi]

Schema Matching with Large Language Models: an Experimental StudyMarcel Parciak, Brecht Vandevoort, Frank Neven, Liesbet M. Peeters, Stijn Vansummeren. VLDB 2024: [doi]

A Data Generator to Explore the Interactions Between Concept Drifts and Anomalies [Demo]Jongjun Park, Akanksha Nehete, Tammy Zeng, Fei Chiang. VLDB 2024: [doi]

Valuation-based Data Acquisition for Machine Learning FairnessEkta Pradhan, Romila Pradhan. VLDB 2024: [doi]

MRG-SER: Self-supervised Spatial Entity Resolution Based on Multi-Relational GraphHanchen Qiu, Haojia Zhu, Zhicheng Li, Jiahui Jin. VLDB 2024: [doi]

Towards Semi-Supervised Data Quality Detection In GraphsRubab Zahra Sarfraz. VLDB 2024: [doi]

Vizard: Improving Visual Data Literacy with Large Language ModelsRubab Zahra Sarfraz, Samar Haider. VLDB 2024: [doi]

Can Delta Compete with Frame-of-Reference for Lightweight Integer Compression?Julia Spindler, Philipp Fent, Adrian Riedl, Thomas Neumann 0001. VLDB 2024: [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. VLDB 2024: [doi]

Process Model-based Access Control Policies for Cross-Organizational Data SharingLiam Tirpitz, Leon Gentges. VLDB 2024: [doi]

Addressing Data Management Challenges for Interoperable Data ScienceIlin Tolovski, Tilmann Rabl. VLDB 2024: [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. VLDB 2024: [doi]

Size Does (Not) Matter? Sparsification and Graph Neural Network Sampling for Large-scale GraphsJana Vatter, Maurice L. Rochau, Ruben Mayer, Hans-Arno Jacobsen. VLDB 2024: [doi]

Supervised Learning on Relational Databases with Quantum Graph Neural NetworksMartin Vogrin, Rok Vogrin, Sven Groppe, Jinghua Groppe. VLDB 2024: [doi]

Graphs on Qubits: Demonstrating Three Graph Algorithms on Quantum ComputersLauri Vuorenkoski, Valter Uotila. VLDB 2024: [doi]

InterpretStack: Interpretable Exploration and Interactive Visualization Construction of Stacking AlgorithmYu Wang, Jing Lu, Le Liu, Junping Zhang, Siming Chen 0001. VLDB 2024: [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. VLDB 2024: [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. VLDB 2024: [doi]

EvalGPT: A Visual Analytic Framework for Enhancing Trust in Large Language ModelsXu Yang, Yiheng Liang, Le Liu, Lianwei Wu, Xiaoru Yuan. VLDB 2024: [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. VLDB 2024: [doi]

Large Language Models as Data PreprocessorsHaochen Zhang, Yuyang Dong, Chuan Xiao 0001, Masafumi Oyamada. VLDB 2024: [doi]

2023

Empirical Evaluation of A Quantum Accelerated Approach for The Central Path Method in Linear ProgrammingVijay Adoni, Sajad Fathi Hafshejani, Daya Ram Gaur. VLDB 2023: [doi]

Automated Database Schema Evolution in MicroservicesMaxime ANDRÉ. VLDB 2023: 37-40 [doi]

Using Multiple Composable, Hardware-Accelerated Executors (Lightning Talk)Felipe Aramburú. VLDB 2023: [doi]

Holistic Extensibility for Integrated Data Analysis Pipelines in DAPHNE (Invited Talk)Patrick Damme. VLDB 2023: [doi]

Horizons of ComposabilityOrri Erling. VLDB 2023: [doi]

Computing Provenance Using the Negated ChaseAndreas Görres. VLDB 2023: 29-32 [doi]

A Query-Driven Approach for SHACL Type InferenceDavid Haller. VLDB 2023: 41-44 [doi]

Query Optimization for Inference-Based Graph DatabasesSonia Horchidan. VLDB 2023: 33-36 [doi]

Composable Gateway for Database (Lightning Talk)Aditya Jalan, Muthu Annamalai. VLDB 2023: [doi]

Culture Data Space: A Case Study in Federated Data EcosystemsMatthias Jarke. VLDB 2023: [doi]

Polygraph - An Arrow Format for Large Apache Calcite Query Plans and Multi-Language Data Systems (Lightning Talk)Adam Kennedy. VLDB 2023: [doi]

Innovating with Storage Formats to Push The Limits in A Hybrid DatabaseEugene Kogan. VLDB 2023: [doi]

Techniques in Accelerating Query Processing on GPUJimmy Lu. VLDB 2023: [doi]

The Rise of Open Table Formats: Diving into the Next Decade of Data LakesWalaa Eldin Moustafa. VLDB 2023: [doi]

Unbundling of the DBMS stackMosha Pasumansky, Benjamin Wagner. VLDB 2023: [doi]

Trustful Data Sharing in the Forest-based Sector - Opportunities and Challenges for a Data TrusteeLennart Schinke, Martin Hoppen, Alexander Atanasyan, Xuebilian Gong, Frank Heinze, Kathrin Stollenwerk, Jürgen Roßmann. VLDB 2023: [doi]

Taking Postgres into the 21st CenturyNikita Shamgunov. VLDB 2023: [doi]

Building a Serverless Data Lakehouse from Spare PartsJacopo Tagliabue, Ciro Greco, Luca Bigon. VLDB 2023: [doi]

Hybrid Query Execution; What is a database client, anyway?Jordan Tigani. VLDB 2023: [doi]

An Evolutionary Algorithm Design for Pauli-based Quantum Kernel ClassificationYozef Tjandra, Hendrik Santoso Sugiarto. VLDB 2023: [doi]

Efficient Ranked Access over JoinsNikolaos Tziavelis. VLDB 2023: 1-4 [doi]

To Join or Not to Join: An Analysis on the Usefulness of Joining Tables in Open Government Data PortalsArif Usta, Semih Salihoglu. VLDB 2023: [doi]

Optimizing Cloud Data Lakes QueriesGrisha Weintraub. VLDB 2023: 13-16 [doi]

Encoding and Provisioning Data in different Data Models for Quantum ComputingMarkus Zajac. VLDB 2023: 45-48 [doi]

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