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17 papers in the last four weeks, up 55% on the four weeks before. 0.2% of all new papers.

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  1. Explainable Suicide Risk Assessment on Social Media with Multi-Task QLoRA

    Sep 30, 2026Xuan Zhong Feng, Geoffrey Martin, Hexin Dong +1Suicide RiskRisk Stratification

    Department of Population Health Sciences, Weill Cornell Medicine, New York, NY, USA · Systems Engineering, Cornell University, New York, NY, USA

  2. Caption-Mediated Perceived-Safety Estimation for Pedestrian Routing

    Sep 29, 2026Simon Parkinson, Paloma Liu, Wei Zheng +1Image Difference CaptioningRisk

    School of Computing and Mathematics, Manchester Metropolitan University, Manchester M1 5GD, U.K. · University of Huddersfield, Huddersfield HD1 3DH, U.K. · The University of Manchester, Manchester M13 9PL, U.K.

  3. Mixed-Prior Decision Risk for Open-Set Recognition

    Sep 28, 2026L. A. Erlygin, P. D. Proskura, A. A. ZaytsevOpen-Set RecognitionUncertainty Score

    Skolkovo Institute of Science and Technology (Skoltech), Moscow, Russia · Risk Management, Sber, Moscow, Russia · The Institute for Information Transmission Problems (IITP RAS), Moscow, Russia

  4. Still There, No Longer Seen: Exposing Compression-Induced Risk in Large Vision-Language Models

    Sep 28, 2026Qiankun Li, Yuechen Zhang, Bowen Chen +4Token CompressionInference Cost

    Nanyang Technological University · Beijing University of Posts and Telecommunications

  5. Unknown is not normal: separating language-model extraction from rule-based decision logic for clinical risk scores

    Sep 28, 2026Nicolás Vera ZúñigaRisk

    Independent Researcher, Chile

  6. Learning Risk Scores Robust to Unobserved Confounders

    Sep 22, 2026Ryan Edmonds, Yingxiao Ye, Sina Aghaei +3Risk StratificationImportance Weighting

    Center for Artificial Intelligence in Society, University of Southern California, Los Angeles, CA 90089, USA · Department of Industrial and Systems Engineering, University of Southern California, Los Angeles, CA 90089, USA · Department of Engineering, Department of Economics and Management, University of Luxembourg, L-1359 Luxembourg

  7. Misaligned Clinical Risk Classification and Cost Asymmetry in Open-Weight Large Language Models

    Sep 21, 2026Star S. D. Liu, Xiyu Ding, Robert B. Barrett +3RiskTrade-Off

    Biomedical Informatics and Data Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA · Microsoft, Redmond, WA, USA · National Institutes of Health, Bethesda, MD, USA

  8. Falling Trees: A Model Class for Interpretable Risk Prioritization

    Sep 20, 2026Varun Babbar, Zachery Boner, Margo Seltzer +1Decision TreesRisk Stratification

    Department of Computer Science, Duke University, Durham, NC, USA · Department of Computer Science, University of British Columbia, Vancouver, BC, CA.

  9. When Should LLMs Abstain? Chain-of-Self-Questioning for Selective Risk Control

    Sep 15, 2026Ali ŞenolAbstentionCommitment

    Department of Computer Engineering, Tarsus University, Tarsus, Türkiye

  10. Memorisation bias in medical AI

    Sep 15, 2026Moritz A. Knolle, Martin J. Menten, Laurin Lux +5Mimic-Iv DatasetsMemorization

    Chair for AI in Healthcare and Medicine, Technical University of Munich (TUM) and TUM University Hospital, Germany. · Munich Center for Machine Learning, Germany. · Department of Computing, Imperial College London, United Kingdom. +1

  11. MemRiskBench: Trace-Aware Risk-Preserving Evaluation for Long-Horizon LLM Agents

    Sep 14, 2026Jianhua Jiang, Dongbo Yuan, Weihua LiRiskTraces

    School of Artificial Intelligence and Computer Science, Jilin University of Finance and Economics, 130117 Changchun, China · Jilin Province Key Laboratory of Fintech, Jilin University of Finance and Economics, 130117 Changchun, China · School of Engineering, Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand

  12. When Information is Worth the Risk: Behavioral Valuation for Hazardous Robotic Exploration

    Sep 11, 2026Alkesh K. Srivastava, Aamodh Suresh, Carlos Nieto-Granda +1RiskExploration

    Department of Mechanical Engineering, Temple University, Philadelphia, PA 19122, USA · U.S. DEVCOM Army Research Laboratory, Adelphi, MD 20783, USA · Lobster Robotics, The Hague, South Holland, Netherlands

  13. X-amine509: Predicting the Practical Risk Level of Enterprise X.509 Certificates

    Sep 8, 2026Cameron Keith, Shubh Patel, JD Kilgallin +1CertificatesSecurity Evaluation

    Analytics and AI Team Keyfactor Hanover, NH · Analytics and AI Team Keyfactor Cleveland, OH

  14. Sharp Structure-Agnostic Minimax Risk for Partial Linear Models

    Sep 7, 2026Haichen Hu, David Simchi-LeviEmpirical Risk MinimizationMinimax

    Center for Computational Science and Engineering, MIT · Department of Civil and Environmental Engineering, MIT · Institute for Data, Systems, and Society, MIT

  15. Bag of Tricks or Bag of Myths? Reducing Modeling Complexity with Task Knowledge in Explainable Suicide Risk Assessment

    Sep 7, 2026Shlok Shelat, Shrey Salvi, Souvik Roy +2Suicide RiskRisk Stratification

    Indian AI Research Organisation · Ahmedabad University · University of Maryland, Baltimore County

  16. Model Retirement Creates Reproducibility Risk in Biomedical AI Publications

    Sep 7, 2026Nathan Wolfrath, Meghan Conroy, Thomas Kosten +7Biomedical TextJournal

    Bud and Sue Selig Hub for Surgical Data Science, Department of Surgery, Medical College of Wisconsin · Division of Biostatistics, Data Science Institute, Medical College of Wisconsin · Department of Computer and Electrical Engineering, Marquette University +1

  17. Characterizing Privacy Risks of Quantum Machine Learning with Emergent Quantum-Native Access

    Sep 4, 2026Liou Tang, James Joshi, Ashish KunduQuantum Machine LearningPrivacy

    University of Pittsburgh, Pittsburgh, PA, USA · Cisco Research, San Jose, CA, USA

  18. Risk and Anomaly Identification for Distribution Network Optimal Operation Based on Reinforcement Learning and Uncertainty Quantification

    Sep 3, 2026Ziqi ZhangDistributional Reinforcement LearningUncertainty-Aware Classification

    College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211100, China

  19. Occupancy-based Quantile Risk Control

    Sep 2, 2026Zihao Shi, Huajun Xi, Bingyi Jing +1Conformal Risk ControlRisk

    Southern University of Science and Technology · Mohamed bin Zayed University of Artificial Intelligence · The Chinese University of Hong Kong, Shenzhen +1

  20. A systematic Approach to constructing a Chance-and-Risk Matrix for Semiconductor Supply Chains

    Sep 1, 2026Ema Salkić, Alexander Fichtl, Philipp Ulrich +3Semiconductor ManufacturingRisk

    1Infineon Technologies AG, Munich, GERMANY · 2TUM School of Computation, Information and Technology, Technical University of Munich, Munich, GERMANY

  21. Overfitting Mitigation via Singular Value Decomposition in Minimum Bayes Risk Decoding

    Sep 1, 2026Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito +2Singular Value DecompositionLow-Rank Structure

    Nara Institute of Science and Technology (NAIST) · The University of Tokyo

  22. Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation

    Aug 31, 2026Bahar İlgen, Yiannos Tolias, Denise Kühnert +5Multidisciplinary Tumor BoardsBiomedical

    1*Centre for Artificial Intelligence in Public Health Research (ZKI-PH),2026 Robert Koch Institute, Nordufer 20, Berlin, 13353, Germany. · 2Directorate-General for Health and Food Safety, European Commission, Rue de Loi 200, Brussels, B-1049, Belgium.Aug · Department of Natural Sciences, School of Science and Technology, Deree-The American College of Greece, Gravias 6, Athens, 15342,31 Greece. +5

  23. Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT&CK-Aligned Triage as a Worked Instance

    Aug 12, 2026Zhenpeng LiArtificial Intelligence RiskRisk

    Guangzhou Health Science College, No. 248 Guangyuan Middle Road, Guangzhou, Guangdong 510405, China

  24. Asymptotic Risk Calibration for Selective Question Answering

    Aug 12, 2026Shufan Lin, Sijin DongLarge Language Model UncertaintyConformal Risk Control

    Zhangjiang University · Ibaraki University

  25. Risk-Aware Kinodynamic Motion Planning Under Uncertainty For Safe Navigation on Planetary Environments

    Aug 11, 2026Sachin Sunil Kelkar, Tanmay Dokania, Yashwanth Kumar NakkaMotion PlanningPlanetary Exploration

    Daniel Guggenheim School of Aerospace Engineering at the Georgia Institute of Technology, Atlanta, GA, 30332 USA.

  26. ProbGuard: Calibrated Safety Risk Estimation from LLM Output Distributions

    Aug 11, 2026Xinzhe Huang, Biwu Yao, Kedong Xiu +4Large Language Model SafetyGuardrail

    State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China · Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Hangzhou, China · University of Electronic Science and Technology of China, Chengdu, China +3

  27. Unaccountable Delegation, Fading Skills: Mapping the Risks of Workplace AI Agents

    Aug 9, 2026Gabriele La Malfa, Lakmal Meegahapola, Edyta Bogucka +4Artificial Intelligence RiskArtificial Intelligence Agents

    1King’s College London, UK · 2Nokia Bell Labs, Cambridge, UK · University of Sussex, UK +1

  28. Spatial Heterogeneity-Aware Multi-Hazard Susceptibility and Risk Mapping at Regional Scale

    Aug 8, 2026Aswathi Mundayatt, Siddharth Anil, Hitanshu Seth +1LandslidesLand Cover

    Graphics-Visualization-Computing Lab, International Institute of Information Technology Bangalore, Karnataka 560100, India

  29. Taxonomy-Driven Analysis of Open-Source AI Risk Mitigation Tools

    Aug 7, 2026Afreen Alam, Evgenija Popchanovska, Ana Gjorgjevikj +4Artificial Intelligence RiskLarge Language Model Evaluation

    Department of Administrative Sciences, Metropolitan College, Boston University, Boston, MA 02215, USA · Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje 1000, North Macedonia · Department of Computer Science, Metropolitan College, Boston University, Boston, MA 02215, USA

  30. Negotiating Risk Boundaries in AI for Policing Through Mixed-Stakeholder Deliberation

    Aug 5, 2026Mackenzie Jorgensen, Jo Reilly, Alex Sutherland +1PolicingDeliberation

    Northumbria University, UK · University of Cambridge, UK · University of Oxford, UK

  31. A Chain Is Only as Strong as Its Weakest Link: A Scoping Review of System Integration Audits in AI

    Aug 5, 2026Leah Davis, Dominic Martin, AJung MoonArtificial Intelligence RiskModel Auditing

    McGill University, Montr´eal, QC · Universit´e du Qu´ebec `a Montr´eal, Montr´eal, QC

  32. Explainable AI for the EU Right to Explanation: A Systematic Review of the Law-XAI Translation Gap

    Aug 3, 2026Benjamin Fresz, Elena Dubovitskaya, Marco F. HuberExplainable Artificial IntelligenceEu Artificial Intelligence Act

    Fraunhofer Institute for Manufacturing Engineering and Automation IPA, Stuttgart, Germany · University of Giessen, Germany · Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Germany

  33. A Blind Spot in Alignment: Quantifying Biosecurity Risks in Large Language Models

    Aug 3, 2026Shu Quan, Tianfang Hao, Sitong Fang +8Large Language Model SafetyToxicity

    Institute for Artificial Intelligence, Peking University · The Hong Kong University of Science and Technology (Guangzhou) · Beijing Academy of Artificial Intelligence

  34. A reproducible and extensible framework for benchmarking competing risks survival models

    Jul 31, 2026Begoña B. Sierra, Colin McLean, Peter S. Hall +2Survival AnalysisRisk Stratification

    Cancer Research UK Scotland Centre · Institute of Genetics and Cancer · University of Edinburgh +2

  35. Tool Specifications Matter: Uncovering and Mitigating Safety Risks in AI Agents

    Jul 31, 2026Minghui Pan, Jiayuxuan Yang, Yuanyuan Yuan +2RiskSchema

    Beijing University of Posts and Telecommunications · Beihang University · Tsinghua University

  36. InfraBench: Evaluating Infrastructure Agents Across Layers, Lifecycle, and Risk

    Jul 31, 2026Yuan Gao, Zeren Yang, Junnan Li +6InfrastructureArtificial Intelligence Agents

    Wanxiang · University of Wisconsin–Madison · 2Iowa State University

  37. KAISEN: Reproducible Subgroup Fairness Auditing for Clinical Risk Models

    Jul 30, 2026Sparsh Roy, Samuel Girmachew, Nishita ChavanFairness AuditsRisk Stratification

    Massachusetts Institute of Technology · Hopewell Valley Central High School · East Brunswick High School

  38. Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls

    Jul 27, 2026Md Ashikur Rahman, Md Arifur Rahman, Niamul Hassan Samin +4Conformal Risk ControlLarge Language Model Safety

  39. Long-Term Sequential Decision Making under Risk

    Jul 22, 2026Irmaan, Mirzanejad, Nadjet Bourdache +1Target RiskSequential Decision Making

    Mohammad · Université de Caen Normandie, ENSICAEN, CNRS, Normandie Univ, GREYC UMR 6072, France

  40. JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety

    Jul 22, 2026Yuan Xiong, Linji Hao, Shizhu He +2ForesightRisk

    The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China · Peking University, Beijing, China +2

  41. SciHazard: A Benchmark for Measuring Scientific Safety Risks with Decomposed Harm Scoring

    Jul 21, 2026Chunxiao Li, Yuan Xiong, Lijun Li +4Safety BenchmarksHazard

    Shanghai Artificial Intelligence Laboratory

  42. An Early Warning of Emerging Biosecurity Risks in Frontier LLMs

    Jul 20, 2026Zhida He, Xia Hu, Baichen Le +20Large Language Model SafetyLife Sciences Research

    Shanghai Artificial Intelligence Laboratory

  43. Harmonizing AI Safety Thresholds

    Jul 17, 2026Wilber Sean Anterola, Matthew Ball, Luis F. Lafuerza +1Decision ThresholdsRisk

    1Brown University · Centre pour la Sécurité de l’Intelligence Artificielle (CeSIA)

  44. Layered Risk Mapping for Autonomous Patient Transport in Expeditionary Medical Facilities

    Jul 15, 2026Lorena Maria Genua, Sarvesh Prajapati, Damla Leblebicioglu +1Obstacle AvoidanceHazard

    Institute for Experiential Robotics, Northeastern University, Boston, Massachusetts, USA.

  45. Auditing the Risk Claims of Distributional Reinforcement Learning

    Jul 13, 2026Hari PrasadDistributional Reinforcement LearningTarget Risk

  46. Relational Positioning as a Measurable Risk Object: History-Carried Lock-in and Self-Confabulation in Multi-Turn Human-AI Dialogue

    Jul 13, 2026Jihong ChenAttitudeConfabulation

    Beijing Etown Academy

  47. Longitudinal Multi-View Breast Cancer Risk Prediction

    Jul 13, 2026Solveig Thrun, Zijun Sun, Suaiba A. Salahuddin +5MammographyDeep Learning

    Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway · SPKI The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway · Norwegian Computing Center, Oslo, Norway +1

  48. Comparison-Based Ordinal Learning for Proactive Driving Risk Assessment

    Jul 13, 2026Zhuoren Li, Yi Zhong, Weiqi Zhang +4Naturalistic Driving DataRisk

    College of Automotive and Energy Engineering, Tongji University, Shanghai, China · James Watt School of Engineering, University of Glasgow, Glasgow, UK

  49. Generalized Distribution-Free Semi-Supervised Learning with Risk Rewrite

    Jul 11, 2026Yushi Hirose, Hiroo Irobe, Takafumi KanamoriSemi-Supervised LearningEmpirical Risk Minimization

    Department of Mathematical and Computing Science, Institute of Science Tokyo · 2RIKEN Center for Advanced Intelligence Project

  50. Federated Deep Learning for Privacy-Preserving Cardiovascular Disease Risk Prediction

    Jul 9, 2026Hyunho Mo, Djura Smits, Mahlet A. Birhanu +4Cardiovascular Risk PredictionSurvival Predictions

    Department of Radiology & Nuclear Medicine, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, The Netherlands · 2Netherlands eScience Center, Matrix THREE, Science Park 402, Amsterdam, 1098 XH, The Netherlands · Department of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, The Netherlands +2

  51. Deployment Risk Assessment Using Diff-Aware Features: A Case Study at Prime Video

    Jul 7, 2026Mayur Kurup, Hyunjae Suh, Swathi Vaidyanathan +3Code QualityRisk

    Amazon.com Austin, Texas, USA · University of California Irvine, California, USA · Amazon.com Seattle, Washington, USA

  52. The Approximation Ratio for the Risk of Myopic Bayesian Active Learning for Linear Regression

    Jul 7, 2026Stephen MussmannPool-Based Active LearningActive Learning

    School of Computer Science Georgia Institute of Technology

  53. Computing Monetary Risk Measures in Linear Time

    Jul 6, 2026Palash Agrawal, Gersi Doko, Maeve Burwell +1Conditional-Value-At-RiskRisk

    ∗Equal contribution.

  54. A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models

    Jul 2, 2026Yalin Liu, Kosay Jabre, Rui Abreu +10Code QualityRisk

    Meta Platforms, Inc. · Concordia University

  55. Pretreatment MRI reveals a latent, molecular-subtype-independent structural phenotype that organizes treatment trajectories and recurrence risk

    Jul 2, 2026Dattatreya Kantha, Murray H. LoewPatient TrajectoriesRisk

    Medical Imaging & Image Analysis Laboratory, Department of Biomedical Engineering, George Washington University, Science and Engineering Hall, 800 22nd St., NW, Suite 5000, Washington, DC 20052, USA

  56. Out-of-Distribution Generalization of Risk Aversion in Language Models

    Jul 2, 2026Kristina Zhang, Junior Chinomso Okoroafor, Benjamin Maltbie +3RiskLarge Language Model Safety

    Massachusetts Institute of Technology, Cambridge, MA, USA.

  57. The Eticas AI Risk Taxonomy: Open Infrastructure for Operationalizing AI Audits

    Jul 2, 2026Gemma Galdon Clavell, Pablo Accuosto, Usman GoharArtificial Intelligence RiskModel Auditing

  58. The risk of KV cache compression

    Jul 1, 2026Lukas Haverbeck, Carmen Amo Alonso, Andres Felipe Posada-Moreno +2Key-Value Cache CompressionCache

    RWTH Aachen University · Stanford University

  59. Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains

    Jul 1, 2026Changguo Jia, Tianqi Zhao, Runzhi He +1SkillsDependency Graph

    Peking University, Beijing, China · Zhongguancun Laboratory, Beijing, China

  60. When Stopping Fails: Rethinking Minimal Risk Conditions through Human-Interactive Autonomous Driving for Safe Transportation Systems

    Jun 27, 2026Yash Tandon, Giovanni Tapia Lopez, Marcus Blennemann +2Automated VehiclesCollision Avoidance

    UC San Diego · UC Merced