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LIVE · 2026-09-04 05:40 UTC

robustness 10 papers this week · -15% WoW

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

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#TitleAuthorsCatDate
1Epistemic Warrant for LLM Recommendations: Characterizing the Basis for Reliance When Ground Truth Is UnavailableShai Vardi, João Sedoccs.AI2026-09-03
2Representational alignment yields generalizable safety in language modelsLingyu Li, Yan Teng, Yingchun Wang +1cs.CL2026-09-03
3The Blind Spot in 2D Infants' Pose Estimation:Robust Learning from Noisy AnnotationsEmanuele Cardinale, Marco Proietti, Alessandro Cacciatore +3cs.CV2026-09-03
#4RobustSeiz: An Open-Source Framework for Benchmarking the Robustness of EEG Seizure Detection ModelsMohammad Mohammadi, Alireza Zareics.LG2026-09-03
#5Beyond Shallow Alignment: How Post-Training Methods Determine Refusal Circuits And Steering RobustnessHoang Cuong Nguyen, Mark Dras, Usman Naseemcs.CL2026-09-03
#6IndicSafeEval: Safety Robustness of Large Language Models under Multilingual Persuasive Jailbreak AttacksSaikat Mondal, Mamta, Deeksha Varshney +2cs.CL2026-09-03
#7Symmetries and Causality: Causal Effect Identification Beyond IID DataMartin Rabel, Jakob Rungemath.ST2026-09-03
#8Semantic-Aware Subgraph State Space Model for WSI Classification in HistopathologyFeixing Chen, Hao Lu, Lin Luo +1cs.CV2026-09-03
#9Understanding Autonomous Driving Datasets by Describing Differences between Image Subsets in Natural LanguageJulian Truetsch, Felix Hauser, Christoph Stiller +1cs.CV2026-09-03
#10TruncGradGS: Improved 3D Gaussian Splatting via Truncated Gradient UpdatesTheo Morales, Nhat-Quynh Le-Pham, Robin Atkins +1cs.CV2026-09-03
#11Lost in Reordering: Structural Sensitivity of Multilingual LLMs under Semantics-Preserving PerturbationsKarthika Nhayakkat, Rajat Verma, Maharaj Brahma +4cs.CL2026-09-03
#12Mind the Gap: Robustness Risks in PII Detection SystemsAdeel Zafar, Slawomir Nowaczykcs.LG2026-09-03
#13A Two-Stage Forecasting System for CPU Workload Prediction in Private CloudsAshir Javeed, Anton Borg, Håkan Grahn +3cs.LG2026-09-03
#14Privacy, Robustness, and Fairness Trade-offs in Federated Intrusion Detection: Geometric Indistinguishability at the Aggregation InterfaceAdrita Rahman Tory, ABM Shawkat Ali, Md Abu Layek +1cs.CR2026-09-03
#15StrixAE: An Intelligent Agent for Audio Enhancement under Complex Distortion Coupling in Real-World ScenariosChenglin Wu, Junjie Wu, Jinhang Chen +5cs.SD2026-09-03
#16P-CORE: Self-Supervised Surface Consistency for Point-Based Neural EditingYanshu Zhang, Shichong Peng, Mehran Aghabozorgi +2cs.CV2026-09-03
#17How Perturbations Propagate: A Multi-Level Analysis of Robustness in Large Language ModelsDun Li Chan, Emily Liu, Niyathi Allu +1cs.CL2026-09-03
#18An Ensemble-Based Self-Taught Learning Approach for Parking Space Classification Under Limited DataLucas de Oliveira Cunha, Joelton Deonei Gotz, Paulo Lisboa de Almeida +1cs.CV2026-09-03
#19Jina-OCR-v1: Efficient Document Parsing with Speculative Decoding and Dense Verifiable RewardsAlejandro Barón García, Feng Wang, Emilia Garcia Casademont +1cs.CL2026-09-02
#20Feasible but Not Safe: Constraint Violations and Report-Channel Attacks in Learned Cell-Free ISAC AssociationMehdi Zafari, Iman Mohammadi, A. Lee Swindlehurstcs.NI2026-09-02
#21CRAW: Codec Robust Audio WatermarkingDavid Chernin, Ethan Fetayacs.SD2026-09-02
#22Beyond Blur: A Semantic Tri-view Pipeline for Teledermatology Gradability via Skin Micro-reliefRobert Engeleess.IV2026-09-02
#23Differentially private federated learning with Byzantine-robust aggregation: A cross-domain framework for secure model training in banking and healthcare systemsSrikumar Nayakcs.CR2026-09-02
#24Video-Based Palm-Vein Authentication under Challenging ConditionsXiaofeng Yan, Kechen Liu, Abhilash Venkatesh +3cs.CV2026-09-02
#25Learning-Based Reconstruction Attacks on Coordinate-Obfuscated Point CloudsMohammad Waquas Usmani, Susmit Shannigrahi, Michael Zinkcs.CR2026-09-02
#26Rethinking the Teacher-Student Framework for Test-Time AdaptationDamian Sójka, Marc Masana, Bartłomiej Twardowski +1cs.LG2026-09-02
#27VIPS: Vehicle-Infrastructure Cooperative Planning Benchmark via Pseudo-SimulationHoonhee Cho, Jae-Young Kang, Giwon Lee +3cs.CV2026-09-02
#28Towards One-for-All Robustness Across a Continuum of Threat LevelsZhichao Hou, Xiaorui Liucs.LG2026-09-02
#29IFW-BLS: Dual-Robust Broad Learning System with Intuitionistic Fuzzy Wave LossMushir Akhtar, M. Tanveercs.LG2026-09-02
#30UTP-Bench: Uncertainty-aware Travel Planning BenchmarkEtcharla Revanth Rao, Priyanshu Karmakar, Shubhojit Mallick +3cs.AI2026-09-02
#31GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph PriorsQiang Xiang, Shuang Sun, Binglei Li +4cs.CV2026-09-02
#32Poisoning Attacks on the PGM-indexAtsuki Sato, Martin Aumüller, Yusuke Matsuics.DB2026-09-02
#33Domain shift-robust object detection with GenAI image editingIsabel D. Stein, Thijs A. Eker, Sebastiaan P. Snel +4cs.CV2026-09-02
#34MAOL: Morphology-Aware Ordinal Learning for Fine-Grained Industrial Defect Severity GradingZhaoyang Wang, Haiyong Chen, Binyi Su +4cs.CV2026-09-02
#35CAPTURE: Disentangling Preference Drift from Memory Poisoning in Personalized LLM AgentsS M Asif Hossain, Ruksat Khan Shayoni, Md Kishor Morolcs.LG2026-09-02
#36Similarity-Aware Personalized Federated Learning in Heterogeneous EnvironmentsArun Kumar A, Sunil Gupta, Dang Ngyuen +2cs.LG2026-09-02
#37InfraPatch: Cross-Task Targeted Grayscale Patch Attacks on Infrared-Adapted Vision-Language ModelsChengyin Hu, Dingyi Lu, Jiaju Han +5cs.CV2026-09-02
#38Examining the Vulnerability of Multi-Agent Medical Systems to Human Interventions for Clinical ReasoningBenjamin C Liu, Dillon Mehta, Rishi Malhotra +7cs.AI2026-09-02
#39World-Coherent Decoding: Self-Verifying Test-Time Planning for World Action ModelsChuhan Zhang, Seiji Ito, Kenta Hoshino +2cs.CV2026-09-02
#40Beyond Modality Harmony: Orthogonal Purification and Topology-Guided MoE for Conflict-Aware Multimodal RecommendationJialin Liu, Zhaorui Zhang, Ray C. C. Cheungcs.IR2026-09-02
#41C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation TreesS M Rafiuddin, Atriya Sencs.CL2026-09-02
#42KSG-Net: Key-Sparse and Global-Context Learning for Maritime 3D Ship DetectionZhouyuan Huai, Meiqi Wan, Yan Yang +4cs.CV2026-09-02
#43DynG-Diff: A State-Aware Dynamic Guidance Diffusion Framework for Probabilistic Time Series ForecastingZhente Zhang, Zhengwei Ni, Wei Fancs.LG2026-09-02
#44Test-Time Logit Prompting for Source-Free Missing Modality AdaptationTaixi Chen, Nancy Guocs.CV2026-09-02
#45DESA-TTA: Dynamic EMA and Source Anchoring for Test-Time AdaptationAtif Belal, Lilian Hollard, Marco Pedersoli +1cs.CV2026-09-01
#46Facet-0: A Robotic Foundation Model for Contact-Rich Precise ManipulationHaoyuan Deng, Haichao Liu, Wenkai Guo +6cs.RO2026-09-01
#47A Benchmark for Vehicle Attribute Classification in Cross-Domain Surveillance ScenariosSergio M. Silva, Otavio T. Remer, Gabriel E. Lima +3cs.CV2026-09-01
#48Quantum Sparse Autoencoders for Q-Matrix Estimation in Cognitive DiagnosisArif Hassan Zidan, Yi Pan, Bowen Guo +5cs.LG2026-09-01
#49Benchmarking Spatial, Spectral, and Self-Supervised Cues for Face Forgery Detection under Realistic DegradationLucas Cunha, Lucas Sotomaior, Lucas Gasperin +3cs.CV2026-09-01
#50Optimizing Byzantine Node Placement in Decentralized Federated LearningEdoardo Gabrielli, Gabriele Tolomeics.LG2026-09-01

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