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LIVE · 2026-11-03 05:40 UTC

risk 17 papers this week · +13% WoW

papers mentioning "risk" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1VeriHarm-Bench: Measuring Harmful Success in LLM Coding Agents VerifiablyWei-Lin Chen, Zhepei Wei, Xinyu Zhu +3cs.CL2026-11-02
2Nonparametric Intensity Estimation for Covariate-Driven Poisson Processes Using Deep LearningAtsutomo Yara, Yoshikazu Teradamath.ST2026-11-02
3A Bayesian Framework for Safe Optimal Control of Unknown Systems from Input-Output DataRobert Lefringhausen, Annalena Daniels, Michael Fink +1eess.SY2026-11-02
#4Error Accumulation in Second-Order Sequential Machine UnlearningChen Shang, Haolin Zou, Binghe Zhu +1stat.ML2026-11-02
#5Multidimensional Suicide Risk Assessment with Machine Learning using Electronic Health RecordsNathan Scollar, Kemal Davaslioglu, Nathan Conger +3cs.LG2026-11-02
#6Neural Actor--Critic Learning with Minimax Critics and Reflected Langevin SamplingKunqi Huang, Lican Kang, Hongrui Shu +1stat.ML2026-11-02
#7Poisson Super Learning For Survival And Competing Risks On A Discretized Time ScaleGabriele Pittarello, Thomas Gerds, Pernille Falberg Rønn +1stat.ML2026-11-02
#8Reducing SNAP Payment Errors at Lower Cost With AI: A Simulation StudyAlex Chohlas-Woodcs.CY2026-11-02
#9On the Convergence of Vanilla Adam under Heavy-Tailed Noise and Index SamplingKanata Oowada, Hideaki Iidukacs.LG2026-11-02
#10ComplianceAtlas: A Taxonomy-Driven Agentic AI Framework for Automated AI Act Gap Analysis and RemediationIlias Driouich, Hongliu Cao, Eoin Thomas +2cs.AI2026-11-02
#11PRIME: Predictive Routing of Interventions by Modeling Effects for Scientific IdeationFengxian Ji, Xie Yu, Zhexuan Cui +8cs.AI2026-11-02
#12Hybrid Federated Learning for Multimodal Fusion under Missing Modalities and Site HeterogeneityXiaofei Wu, Rongmei Liang, Jian Qing Shics.LG2026-11-02
#13Utility-Aware Generative Recommendation: Utility-Enriched Semantic Codes and Utility-Guided DecodingYang Hu, Duo Wang, Ning Li +7cs.LG2026-11-02
#14Specification-Aware Predictive Uncertainty DecompositionRoman Vashurin, Mikhail Seleznyov, Assel Yermekova +7stat.ML2026-11-02
#15Training-Time Domain Transfer for Generator-Free Diagnostics on Novel Modalities in Computational PathologyJulia A. Mielcarz, Andrea Camilloni, Nita Mulliqi +5cs.CV2026-11-02
#16GraTED: Graph--Tensor EEG Decoding for Passenger Hazard Perception in Autonomous VehiclesYuxuan Gu, Yingkai Yang, Qiyu Rao +2cs.LG2026-11-02
#17Predictive Safety Guardrails Do Not Always Make LLM Agents SaferWeixiang Zhao, Zhihao Liu, Guancheng Li +3cs.AI2026-11-02
#18CARE: Contrastive Representation Learning with Environment-Invariance Regularization for Behavioural Intention PredictionShang Gao, Zhixin Huang, Franz Götz-Hahn +2cs.LG2026-11-02
#19PGuard: A Native, Streaming, and Plug-in Guardrail for Multimodal Large Language ModelsJunyu Lin, Mengjie Wu, Yonghao Dong +11cs.CL2026-11-02
#20Risk-Constrained Evaluation of Financial Document Recognition: A Formal Framework for Evidence, Critical Errors, and Selective AutomationSubodh Lonkarcs.CV2026-11-02
#21EffComp: Efficient Prompt Compression via Hybrid Reinforcement & Supervised LearningRomtham Tungsununtham, Piyawat Lertvittayakumjorn, Atiwong Suchato +1cs.CL2026-11-02
#22IssueLighter: An Issue Type-Aware LLM Agent for Issue Report Validity AssessmentJiawei Ran, Yuxia Zhang, Ziyang Zhao +1cs.SE2026-11-02
#23ReinSeg: Retrieval-Guided Bounded Multimodal Refinement for 3-D Road Anomaly SegmentationHaifa Zhang, Yijing Wang, Zhiqiang Zuocs.CV2026-11-02
#24InterFuse: Interaction-Guided Adaptive Fusion of Heterogeneous Models for Payment Risk RankingHaoyu Jiang, Weiyu Han, Ze Zhao +5cs.AI2026-11-02
#25Where Is a Prediction Model Miscalibrated, and for Whom? Local Audits in Outcome-Learned PocketsBernardo Modenesi, Taoyi Chen, Sima Najafzadehkhoei +3cs.LG2026-11-02
#26StateFence: Task-State Protection Against Evidence-Chain Contamination in Blue-Team LLM AgentsHaowen Dai, Alejandro Guerra-Manzanarescs.CR2026-11-02
#27EEFA: A Framework for the Ethical Evaluation of AI AgentsSwathi Pallikala, Yashas Hariprasadcs.AI2026-11-02
#28Cumulative and Audited Guardrail Tool Evolution for LLM Agent SafetyXiao Yang, Aishan Liu, Siyuan Liang +5cs.AI2026-11-02
#29Semantic Caches for LLM Web Services Leave Their Error Budget UnspentHanshuai Cui, Qianli Ma, Zhiqing Tangcs.LG2026-11-02
#30When Does Adaptive Halting Win? Selection Rules Matter in Looped Language ModelsMahesh Reddy Pagadalacs.LG2026-11-02
#31Toward Agentic AI-Ready Workflows in Built Environment Organizations: Knowledge Structures and Interoperability ChallengesAhmet Bahaddin Ersoz, Justin McHenry, Yevgeniya Kovalchuk +2cs.AI2026-11-01
#32Overcoming Demand Censoring through Randomization for Risk-Sensitive Newsvendor LearningZhengchao Wang, Nam Ho-Nguyencs.LG2026-11-01
#33The 3-Tier Integrated Technology Risk Model for Occupational Safety and HealthRamiro Pesina, Ashish Madkaikarcs.AI2026-11-01
#34Partial Invariance for Classification under Structural Causal ModelsAustin Goddard, Yu Xiangstat.ME2026-11-01
#35Fuzzy-Enhanced Machine Learning Approach for Type 2 Diabetes DiagnosisAzam Saffar, Mohsen Saffarcs.LG2026-11-01
#36Decision Models as Policy Gates for Coding Agents: Explicit Policy Boundaries Improve Detection and Reduce False AlarmsJames P. Benocs.CL2026-11-01
#37Multi-Agent Collusion and the J-SpaceMarco Molinari, Gabriele Bettineschics.CL2026-11-01
#38When Delay Meets Drift: Physical Safety of Robot Foundation Models Is a Cross-Layer ProblemLiangkai Liu, Bimal Thapa Magarcs.RO2026-11-01
#39State-Aware Virtual Patient Simulation for Training Psychiatrists in Challenging Clinical ScenariosHarsh Mohta, C Chandrahas Reddy, Sunhith Reddy Bojja +3cs.AI2026-11-01
#40Safety4DM: A Vision-Language Framework for Risk-Aware Dynamic Maps in Vehicle-Road-Cloud Collaborative DrivingZhengshu Zhou, Shaoyu Wang, Lu Tao +3cs.AI2026-11-01
#41Step-Zero Attack: Agent Safety Before ObservabilityTian Qin, Yuhang Jiang, Junzhe Chen +2cs.CR2026-11-01
#42Vision-language classification of Torsades de Pointes risk from pseudo-coloured ECG images: do T-wave morphology and colour context help or hinder?Dario Labrador Alonso, Alaa Alahmadics.CV2026-11-01
#43Learning AI Agents, Market Makers, and Stress in Automated MarketsIrene Aldridgeecon.EM2026-11-01
#44Convex Regression at Scale: Geometry-Preserving Constraint SparsificationAnish Senapati, Jose Blanchetstat.ML2026-11-01
#45Beyond Imputation: Mask-Adaptive Conformal Prediction via Tree Embeddings on General Missing Data MechanismsJiarong Fan, Juhyun Park, Thi Phuong Thuy Vo +1stat.ML2026-11-01
#46CST: Lightweight Risk Triage with Source-Grounded Evidence for Web DiscussionsZhihua Wang, Yifeng Gao, Yunhao Feng +4cs.CL2026-11-01
#47MemHarmBench: Evaluating Cross-Session Prompt Injection in Memory-Persistent AI AgentsZhihua Wang, Yunhao Feng, Yifeng Gao +4cs.AI2026-11-01
#48EEG-HealthLLM: Hierarchical Adaptation of Large Language Models for Unified Heterogeneous EEG Health AssessmentRuidong Ma, Jisheng Dang, Ronghao Lin +7cs.CL2026-11-01
#49Yielding Fairness: Coupled Learning and Fairness for Value-Weighted RankingAmi Tavory, Yaniv Sheena, Shaked Bar +1cs.LG2026-11-01
#50Sharp Generalization for Nonparametric Regression in Interpolation Space by Shallow Over-Parameterized Neural Networks with Channel AttentionYingzhen Yang, Ping Listat.ML2026-11-01

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