Generation Provenance

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15 papers in the last four weeks, up 150% on the four weeks before. 0.1% of all new papers.

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  1. Auditable Clinical Timeline Reconstruction with Provenance-Aware Evidence Graphs

    Oct 5, 2026Judith Jeyafreeda AndrewGeneration ProvenanceReasoning Graphs

    Public Health Unit, Medical Information Department, Bordeaux University Hospital (CHU Bordeaux), Bordeaux, France.

  2. More Claims, Less Evidence: Bounded Verification of AI-Generated Digital Knowledge Artifacts

    Oct 4, 2026Feliks Bańka, Jarosław A. ChudziakCategory-Aware Atomic ClaimsGeneration Provenance

    Institute of Computer Science, Warsaw University of Technology, Warsaw, Poland

  3. Generation Provenance Before Behavior Attribution: Auditing Synthetic Speech Research Objects

    Oct 1, 2026Sidi Chang, Peiying ZhuGeneration ProvenanceWaveforms

    Blossom AI Labs Blossom AI Tokyo, Japan

  4. Toward Real-Time VLAs: Stage-Aware Two-Step Flow Denoising and System-Level Evaluation

    Sep 30, 2026Di Wu, Rongtian Shen, Ping Liu +8Inference CostPerception

    Magic-Lab Team, Magiclab Robotics Inc. · Southeast University · Harbin Institute of Technology +3

  5. Using LLMs to Detect LLM-Generated Texts: A Cross-Generation Analysis

    Sep 28, 2026Haiyue Yuan, Jie Guo, Weidong Qiu +3Machine-Generated Text DetectionAuthorship

    Institute of Cyber Security for Society (iCSS) & School of Computing, University of Kent, UK · School of Cyber Science and Engineering, Shanghai Jiao Tong University, China · School of Computer Science, University of Birmingham, UK

  6. Between the Commits: Process, Error, and Claim Reliability in a Wholly AI-Authored Codebase

    Sep 24, 2026Douglas LeithAi-Assisted Programming TasksCodebases

    Trinity College Dublin Dublin, Ireland

  7. Automated Extraction of Records of Processing Activities (RoPA) Using Hybrid RAG and Locally Deployed Large Language Models

    Sep 23, 2026To Duy Hinh, Nguyen Le Quoc Anh, Phan Van Tri +1ExtractionHievi-Rag

    Academy of Cryptography Techniques, Ho Chi Minh City Campus, Government Cipher Committee, Vietnam · Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology (HCMUT), 268 Ly Thuong Kiet Street, Dien Hong Ward, Ho Chi Minh City, Vietnam · Vietnam National University Ho Chi Minh City, Linh Xuan Ward, Ho Chi Minh City, Vietnam

  8. EnSIMem: Entity-Structured Indexing for Long-Term Agent Memory

    Sep 23, 2026Xuanyu Meng, Xing Fan, Xinyi Fan +3Long-Term Agent MemoryInteraction History

    University of Illinois Urbana-Champaign · Amazon

  9. The Delegation Blind Spot: Auditing Product Decisions from Agent Choices

    Sep 22, 2026Shivam GuptaModel AuditingDecisions

    Independent Research

  10. You Can Tell Who's Asking: What the Web's Questions Are Made Of, and Where They Come From

    Sep 21, 2026Calvin Zhou, Vincent McCloskey, Krishna SrinivasanQuestionAgentic Crawlers

    University of Pennsylvania · Bodhium Labs · Work done during an internship at Bodhium Labs.

  11. Governance-as-Code: Translating EU AI Act Technical Requirements into Executable Compliance Pipelines for Generative AI Systems

    Sep 17, 2026Rudrendu Kumar Paul, Sourav NandyComplianceGenerative Artificial Intelligence

    Boston University, Boston, MA, USA

  12. A Policy Profile for Croissant: Refusal as a Property of the Dataset

    Sep 17, 2026Alexander ChernovGeneration ProvenanceTaco

    Independent Researcher Toronto, Ontario, Canada

  13. Where Post-Training Quantization Breaks Text Embedders: A Measured Map Across Four Embedder Families

    Sep 14, 2026Hyojung HanPost-Training QuantizationLarge Language Model Quantization

    ThakiCloud

  14. GraphProfiler: Source-Linked Sensitive Attribute Inference via Personal Knowledge Graphs

    Sep 14, 2026Ahmed Sohair Khan, Estrid He, Chenglong Ma +2Membership Inference AttacksProfiling

    RMIT University, Melbourne, Australia

  15. INDRA: A New AI Tool for Exploring Tobacco, Fossil Fuel, and Chemical Industry Archives

    Sep 11, 2026Daniel Akselrad, Robert N. ProctorGeneration ProvenanceResearch Automation

    Department of Epidemiology & Population Health, Stanford University, Stanford, CA, USA · Department of History, Stanford University, Stanford, CA, USA

  16. OntoKG-EQ: A provenance-grounded, competency-question-governed knowledge graph for auditable analyst querying

    Sep 8, 2026Furqan Nasir, Muhammad Atif Saeed, Muhammad Ehsan +2Knowledge GraphsGeneration Provenance

    City University of Science and Information Technology (CUSIT), Peshawar, Pakistan · National University of Computer and Emerging Sciences2026 (FAST-NUCES), Islamabad, Pakistan · University of Engineering and Technology (UET), Peshawar, Pakistan

  17. VeriPhy: Agentic Physical Reasoning for World Model Evaluation and Refinement

    Sep 2, 2026Wenzhuo Xu, Yuchen Zhu, Chongjian Ge +8Physical PlausibilityGeneration Provenance

    1Carnegie Mellon University · 2Georgia Institute of Technology · 4Adobe Research +1

  18. LongWoF-Bench: Evaluating EvoMap Genes for Verifiable Long-Workflow Tasks

    Aug 24, 2026Xiao Zhang, Qumeng Sun, Jiahao Li +3Generation Provenance

    Infinite Evolution Lab, EvoMap

  19. Reconcile Once, Write Anytime: A Trust-Tiered Librarian and a Multi-Agent Writer for Drift-Free, Point-in-Time Research

    Aug 13, 2026Xing Zhang, Yanwei Cui, Guanghui Wang +1Generation ProvenanceLarge Language Models Fail

    AWS Generative AI Innovation Center

  20. PIPES: Securing Agent Perception with Provenance and Priors

    Aug 13, 2026Sanjay Kariyappa, Severin Klingler, G. Edward SuhUntrusted ContentGeneration Provenance

    NVIDIA

  21. Workflow Cards: Structured Summaries of Workflow Executions Using Provenance Data

    Aug 11, 2026Nicola Giuseppe Marchioro, Gabriele Padovani, Amal Gueroudji +5Agentic Workflow DesignGeneration Provenance

    University of Trento, Trento, Italy · Argonne National Laboratory, Lemont, IL, USA · Oak Ridge National Laboratory, Oak Ridge, TN, USA

  22. MAP-Graph: Provenance-Aware Shared Memory for Multi-Agent Workflows

    Aug 11, 2026Yiqi Wang, Zihao Yan, Jiaqi Zhang +5Graph-Structured MemoriesMulti-Agent Workflows

  23. Harmful Content Is Not Enough: Continuation Framing Moderates In-Context Emergent Misalignment

    Aug 8, 2026Peiyang Liu, Xi Wang, Ziqiang Cui +2Emergent MisalignmentHarmful Content

    National Engineering Research Center for Software Engineering, Peking University, Beijing, China · Peking University, Beijing, China · City University of Hong Kong, Hong Kong SAR, China +1

  24. TokenPrint: A Calibrated Token-Space Fingerprint for Language-Model Provenance

    Aug 8, 2026Yuqi Wu, Shengming Zhao, Jie ChenLanguage ModelingFingerprint

    College of Biomedical Engineering, Fudan University

  25. SodaMem: Evidence-Grounded Temporal Graph Memory for LLM Agents

    Aug 8, 2026Fengrong Wan, Chengcan Wu, Ningtao LyuGraph-Structured MemoriesLarge Language Model Agents

    1Peking University

  26. Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses

    Aug 8, 2026Mike HelwigSchemaMetadata

    Independent Researcher USA

  27. From Cheap Fakes to Pure Synthesis: Addressing the New Era of T2V Fake News Videos

    Aug 7, 2026Yifeng Luo, Yupeng Li, Liang Lan +1Fake News DetectionFake News

    Department of Interactive Media Hong Kong Baptist University AI and Social Good Lab, AI Media Centre Hong Kong Baptist University Hong Kong, China · Department of Interactive Media Hong Kong Baptist University AI Media Centre Hong Kong Baptist University Hong Kong, China · Institute of Artificial Intelligence and Future Networks Beijing Normal University Zhuhai, China

  28. Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework

    Aug 5, 2026Zhaoqi Wang, Daqing He, Zijian Zhang +13Agentic Retrieval-Augmented Generation SystemsAdversarial Corruption

    Beijing Institute of Technology, Beijing, China

  29. DocTrace: Towards Traceable Long Document VQA via Hierarchical Evidence Graph Reasoning

    Aug 4, 2026Le Xiang, Zhicheng Guan, Hong Chen +5Question-Answering BenchmarksMultimodal Large Language Models

    Baidu Basic Model Research and Development Department, Baidu Inc. · Tsinghua Shenzhen International Graduate School, Tsinghua University

  30. The Gate, Not the Cache: Gate Provenance Bounds the Closed-Loop Reliability of Training-Free VLA Token Skipping

    Aug 1, 2026Qi Luo, Shuaijun Liu, Hao Zhao +5SkipClosed Loop

    The Hong Kong University of Science and Technology (Guangzhou) · Shenzhen University of Advanced Technology · Sangfor Technologies Inc. +1

  31. From Prediction to Explainable Provider Behavior Profiles for Fraud, Waste, and Abuse Review

    Jul 31, 2026Yubin Park, Evan BrocinerFraud DetectionGeneration Provenance

    Falcon Health, Inc.

  32. SciSchema.org: A Multidisciplinary Collection of Schemas for Structured Scientific Process Descriptions

    Jul 30, 2026Jennifer D'Souza, Sameer Sadruddin, Anisa Rula +23SchemaScientific Discovery

    TIB Leibniz Information Centre for Science and Technology, Hannover, Germany · University of Brescia, Brescia, Italy · University of Alicante, Alicante, Spain +15

  33. Virtual Process Dossier: A Process-Aware Data Catalogue

    Jul 30, 2026Lukas Kubelka, Alexander Bott, Frank Döhner +6Generation ProvenanceAgentic Workflow Design

    Institute of Applied Informatics and Formal Description Methods, Karlsruhe Institute of Technology, Karlsruhe, Germany · Institute of Production Sciences, Karlsruhe Institute of Technology, Karlsruhe, Germany · Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany +4

  34. Diagnosing Fine-Grained Inconsistency Classification in Financial Disclosure Text

    Jul 29, 2026Aman Kumar, Lasitha Vidyaratne, Dipanjan D Ghosh +2Large Language Model ClassificationEvidence Conflict

    Hitachi America, Ltd.

  35. Grading the Narrators: An Isnad-Rijal Framework for Claim-Level Provenance in Multi-Agent Knowledge Systems

    Jul 27, 2026Ali Zahid RajaGeneration ProvenanceNarratives

    Independent Researcher

  36. Success Is Not Self-Explanatory: Auditing Success Provenance in Agent Evaluation

    Jul 27, 2026Jingkun Luo, Da-Tian PengAgentic EvaluationsGeneration Provenance

    Northwestern Polytechnical University

  37. The Half-Lives of Generative-AI Evidence: A 40-Record Audit, a Claim-Currency Framework, and a Reflexive Case of Frontier-Model-Assisted Research

    Jul 27, 2026Carlo IaconoJournalResearch Automation

    Charles Sturt University, Australia

  38. Plato-Bio: verification-first biological novelty screening with temporal rediscovery and structural benchmarks

    Jul 27, 2026Stefan G. CreadoreBioinformaticsGeneration Provenance

    Praxa Labs, an independent open-source research initiative, United States

  39. How Context Attribution Handles What the Model Already Knows

    Jul 26, 2026Quoc-Huy Trinh, Lin Zhu, Sebastian SzyllerIn-Context LearningGeneration Provenance

    Aalto University

  40. Share No More Than the Request Requires: Federated Disclosure for Perspective-Aware AI

    Jul 24, 2026Sourena Khanzadeh, Daniel Platnick, Marjan Alirezaie +1DisclosuresDigital Sovereignty

    Toronto Metropolitan University · Flybits Labs · MIT Media Lab

  41. Where Facts Go Missing: A Layerwise Taxonomy and Per-Layer Attribution of Information Omission in Air-Gapped LLMAgent Pipelines

    Jul 24, 2026Santhiya RajanOmissionsReasoning Gaps

    Multiverse Computing

  42. Is Deep Research Reliable? Misleading Knowledge Induces False Conclusions

    Jul 23, 2026Pengyu Zhu, Lijun Li, Longju Yang +2Deep ResearchFalsehood

    1Beijing University of Posts and Telecommunications · 2Shanghai Artificial Intelligence Laboratory · 3Chongqing University of Posts and Telecommunications

  43. Learning from Lost Provenance: Multiple Instance Learning for Cancer Registry Tumor Group Classification

    Jul 3, 2026Leonard Ruocco, Jonathan Simkin, Lovedeep Gondara +2Cancer DetectionMultiple Instance Learning

    British Columbia Cancer Registry, Provincial Health Services Authority, Vancouver, Canada · University of British Columbia, Vancouver, Canada · Data Science Institute, University of British Columbia, Vancouver, Canada

  44. Odyssey: Constructing Verifiable Local Truth-Preserving Foundation Models

    Jun 25, 2026Sridhar MahadevanWireless Foundation ModelsGeneration Provenance

    Adobe Research · University of Massachusetts, Amherst

  45. ProfileFoundry: A Synthetic Person-Object Substrate for Privacy, Memory, and Tool-Use Evaluation in LLM Agent

    Jun 24, 2026Sriram Selvam, Anneswa GhoshProfileSynthetic Data

  46. Revealing Training Data Exposure in Vision Language Large Models via Parameter Gradients

    Jun 23, 2026Zhihao Zhu, Hongyi Tang, Yi Yang +1Training DataGeneration Provenance

    Department of Information Systems, Business Statistics and Operations Management (ISOM), Hong Kong University of Science and Technology, Hong Kong, China. · Department of IT, Analytics, and Operations, University of Notre Dame, Notre Dame, Indiana, USA.

  47. Recipe-Controlled Decoder Audit for Structural Knowledge-Graph Completion

    Jun 12, 2026Xihang Shan, Ye LuoKnowledge Graph CompletionDecoding

    School of Mathematical Sciences Xiamen University Fujian, China · School of Informatics Xiamen University Fujian, China

  48. SpheriCity: Designing Trustworthy Conversational AI for Sustainability Decision Support

    Jun 11, 2026Ahmed Qayyum, Madison Werner, Kathryn Youngblood +2SustainabilityTrustworthy Artificial Intelligence

    Department of Computer Science, Colby College Waterville, Maine, USA · Circularity Informatics Lab, University of Georgia Athens, Georgia, USA

  49. TerraBench: Can Agents Reason Over Heterogeneous Earth-System Data?

    Jun 11, 2026Dat Tien Nguyen, Thao Nguyen, Fadillah Adamsyah Maani +5Geospatial ReasoningReasoning Skills

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE · ADIA Lab, Abu Dhabi, UAE

  50. Context-Fractured Decomposition Attacks on Tool-Using LLM Agents: Exploiting Artifact Provenance Gaps

    Jun 8, 2026Xiaofeng Lin, Yukai Yang, Daniel Guo +3Jailbreak AttacksLanguage-Model Agents

    University of California, Los Angeles, USA · 2Computer Science and Engineering Department, Texas A&M University, USA · 3Cisco, USA +1

  51. Document-Authored Control-Signal Impersonation: A Low-Cost Indirect Prompt Attack on RAG Safety Boundaries

    Jun 8, 2026Jianguo ZhuGeneration ProvenanceMetadata

    Chengdu University of Information Technology, Chengdu, China

  52. Towards Multidisciplinary Summarization of Hospital Stays: Efficient Sentence-Level Clinical Provenance Categorization

    Jun 1, 2026Baris Karacan, Vaibhav Bhargava, Barbara Di Eugenio +21SummarizationLarge Language Model Pipelines

    University of Illinois Chicago · University of Iowa · University of Missouri-Columbia

  53. AIREP: A Protocol for Per-Decision Evidence in AI Runtime Governance

    May 31, 2026Ali Toygar AbakGeneration ProvenanceRuntime

    Independent Researcher

  54. DEMM-Bench: A Cross-Regime Benchmark for Agent-Runtime Governance-Evidence Sufficiency

    May 30, 2026Oleg SolozobovGovernanceGeneration Provenance

    Independent Researcher (Global)

  55. OriginBlame: Record- and Token-Level Data Provenance for AI Training Datasets

    May 19, 2026Haolin XueGeneration ProvenanceTraining Data

  56. Who Generated This 3D Asset? Learning Source Attribution for Generative 3D Models

    May 18, 2026Sihan Ma, Siyuan Liang, Dacheng TaoHigh-Fidelity 3D Generation3D Assets

    College of Computing & Data Science, Nanyang Technological University, Singapore

  57. Protocol-Driven Development: Governing Generated Software Through Invariants and Continuous Evidence

    May 13, 2026Jun He, Deying YuFormal VerificationLlm-Driven Code Synthesis

  58. A Controlled Counterexample to Strong Proxy-Based Explanations of OOD Performance: in a Fixed Pretraining-and-Probing Setup

    May 12, 2026Hongmin LiGeneration ProvenanceOut-Of-Distribution

    School of Life Science and Technology, Institute of Science Tokyo · Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, The University of Tokyo

  59. Cited but Not Verified: Parsing and Evaluating Source Attribution in LLM Deep Research Agents

    May 7, 2026Hailey Onweller, Elias Lumer, Austin Huber +3CitationsGeneration Provenance

    Commercial Technology and Innovation Office, PricewaterhouseCoopers, U.S.

  60. EditPropBench: Measuring Factual Edit Propagation in Scientific Manuscripts

    May 3, 2026Garvin KruthofMultimodal Knowledge EditingEdit

    Technical University of Munich