Machine Learning

Adversarial Policy Optimization for Offline Preference-based Reinforcement Learning ICLR 2025 Adversarial Preference Learning for Robust LLM Alignment ACL 2025 Adversarial Propensity Weighting for Debiasing in Collaborative Filtering IJCAI 2025 Adversarial Purification via Super-Resolution and Diffusion ICCV 2025 Adversarial Reasoning at Jailbreaking Time ICML 2025 Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025 Adversarial Robust Generalization of Graph Neural Networks ICML 2025 Adversarial Robust Memory-Based Continual Learner ICCV 2025 Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees ICML 2025 Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025 Adversarial Robustness via Deformable Convolution with Stochasticity ICML 2025 Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step ICLR 2025 Adversarial Search Engine Optimization for Large Language Models ICLR 2025 Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data ICLR 2025 Adversarial Training for Defense Against Label Poisoning Attacks ICLR 2025 Adversarial Training for Graph Convolutional Networks: Stability and Generalization Analysis IJCAI 2025 Adversarial Training for Probabilistic Robustness ICCV 2025 Adversarial Training in High-Dimensional Regression: Generated Data and Neural Networks AISTATS 2025 Adversarial Vulnerabilities in Large Language Models for Time Series Forecasting AISTATS 2025 AdversaryAI at BLP-2025 Task 2: A Think, Refine, and Generate (TriGen) System with LoRA and Self-Refinement for Code Generation AACL 2025 Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training EMNLP 2025 Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings ACL 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 AdvGrasp: Adversarial Attacks on Robotic Grasping from a Physical Perspective IJCAI 2025 AdvI2I: Adversarial Image Attack on Image-to-Image Diffusion Models ICML 2025