Robustness

NUST CodeIntel at SemEval-2026 Task 13: Cross-Domain Detection of Machine-Generated Code via Stylometric Features and Transformer Models SemEval 2026 One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination CVPR 2026 On the Role of Temporal Granularity in the Robustness of Spiking Neural Networks CVPR 2026 On the Stability and Robustness of Vision Transformers for Neurodegenerative Disease Classification MIDL 2026 PA-Attack: Guiding Gray-Box Attacks on LVLM Vision Encoders with Prototypes and Attention CVPR 2026 Prefill-Time Intervention for Mitigating Hallucination in Large Vision-Language Models CVPR 2026 Privacy-Preserving Robustness Verification for Neural Networks UAI 2026 Probabilistic Verification of Neural Networks via Efficient Probabilistic Hull Generation UAI 2026 Probing the Safety Robustness of LLMs in Latent Space ACL 2026 Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data ACL 2026 ReMoE: Region-Mixture Experts for Adversarially-Robust Vision Transformers CVPR 2026 Resolving the Security-Auditability Dilemma with Auditable Latent Chain-of-Thought Alignment ACL 2026 ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving Variants ACL 2026 Retrieval-Augmented Defense: Adaptive and Controllable Jailbreak Prevention for Large Language Models ACL 2026 Revealing Hidden Failure Modes in Chest X-ray Classification via Spectral Domain Analysis MIDL 2026 Revisiting Visual Corruptions in LVLMs: A Shape-Texture Perspective on Model Failures CVPR 2026 Robertha: Eigenspectrum Regularized Attention for Robust Natural Language Understanding ACL 2026 Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution Can Improve Robust Scene Graph Generation CVPR 2026 Robust Bayesian Decision Making under Adversarial Uncertainty UAI 2026 Robust Explanations for User Trust in Enterprise NLP Systems ACL 2026 Robustness Quantification for Discriminative Models: a New Robustness Metric and its Application to Dynamic Classifier Selection UAI 2026 Robust Spiking Neural Networks by Temporal Mutual Information CVPR 2026 RST-Guarder: Enhancing Long-Context Robustness for Safeguards via RST Parsing and Probabilistic Inference ACL 2026 RVO-MIS: Robust Visual Odometry for Minimally Invasive Surgery MIDL 2026 SABER: Spatially Consistent 3D Universal Adversarial Objects for BEV Detectors CVPR 2026