Using LLMs to infer provenance information
Abdullah Almuntashiri (University of Southampton); Luis-Daniel Ibáñez (University of Southampton); Adriane Chapman (University of Southampton)
PROVPub: A Publication Model to Support Research Evaluation and Acknowledgement
Bernard Roper (University of Southampton); Heather Packer (University of Southampton)
On fixing broken lineage
Witold Andrzejewski (Poznań University of Technology); Paweł Boiński (Poznań University of Technology); Robert Wrembel (Poznań University of Technology)
Compression for High-Performance Lineage
Xiaoyu Han (Fudan University); Haneen Mohammed (Columbia University); Charlie Summers (Columbia University); Eugene Wu (Columbia University)
Lineage Capture Trade-offs: A Case Study in DuckD
Haneen Mohammed (Columbia University); Eugene Wu (Columbia University)
Extending Layer-wise Relevance Propagation in Neural Networks using Semiring Annotations
Antoine Groudiev (École Normale Supérieure); Arkaprava Saha (Université Grenoble Alpes); Silviu Maniu (Université Grenoble Alpes)
Toward a Provenance-Aware Observability Framework for Human Genomics Computational Workflows
Luiz Gadelha (German Cancer Research Center (DKFZ)); Florian Heyl (German Cancer Research Center (DKFZ)); Karoline Mauer (German Center for Neurodegenerative Diseases); Kübra Narcı (German Cancer Research Center (DKFZ)); Zehra Hazal Sezer (Eberhard Karls Universität Tübingen); Drew Behrens (Technical University of Munich); Anandhi Iyappan (European Molecular Biology Laboratory); Koray Kırlı (German Cancer Research Center (DKFZ))
Provenance for Lattice QCD Workflows -- An Update
Tanja Auge (University of Regensburg); Gunnar Bali (Univeristy of Regensburg); Christian Kindler (University of Regensburg); Meike Klettke (University of Regensburg); Daniel Knüttel (University of Regensburg); Wolfgang Söldner (University of Regensburg); Tilo Wettig (University of Regensburg)
Fast Capture of Cell-Level Provenance in Numpy
Jinjin Zhao (University of Chicago); Sanjay Krishnan (University of Chicago)
Choices and Provenance: Explaining Stable Solutions of Abstract Argumentation Frameworks
Bertram Ludaescher (University of Illinois); Yilin Xia (University Illinois, Urbana-Champaign); Shawn Bowers (Gonzaga University)
Application Papers
Supporting Virtual Aircraft Certification via Provenance
Paula Ruß (German Aerospace Center (DLR)); Andreas Schreiber (German Aerospace Center (DLR)); Malte Struck (German Aerospace Center (DLR)); Alexander Weinert (German Aerospace Center (DLR))
Demo
Demonstration of ProvSQL Update Provenance through Temporal Databases
Albert Ariel Widiaatmaja (NUS); Belkis Djeffal (Inria); Ashish Dandekar (NUS); Pierre Senellart (ENS, PSL University)
Fast Hypothetical Updates Evaluation
Haneen Mohammed (Columbia University); Alexander Yao (Columbia University); Charlie Summers (Columbia University); Hongbin Zhong (Georgia Institute of Technology); Gromit Yeuk-Yin Chan (Adobe Research); Subrata Mitra (Adobe Research); Lampros Flokas (Celonis Inc.); Eugene Wu (Columbia University)
Best of the Rest
MDE-Based Graphical Tool for Modeling Data Provenance According to the W3C PROV Standard
Marcos Vieira (Instituto Federal Goiano); Sergio Carvalho (Universidade Federal de Goiás)
Conjunctive Queries on Probabilistic Graphs: The Limits of Approximability
Antoine Amarilli (Inria Lille); Timothy van Bremen (Nanyang Technological University); Kuldeep Meel (Georgia Tech)
Provenance Question-based AI Transparency and Accountable AI Governance
Laura Waltersdorfer (Vienna University of Economics and Business); Dominique Hausler (University of Regensburg); Tanja Auge (University of Regensburg)
Poster
Efficient Computation of ML Explanations using Provenance
Nkechi Akinwale (University of Cincinnati); Seokki Lee (University of Cincinnati)
Multi-Level Aggregation and Summarisation of Data Provenance
Paulo Pintor (Universidade de Aveiro); Rogério Costa (CIIC, ESTG, Polytechnic of Leiria); José Moreira (Universidade de Aveiro)