Machine Learning

Atomic Consistency Preference Optimization for Long-Form Question Answering IJCNLP 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025 AtomSurf: Surface Representation for Learning on Protein Structures ICLR 2025 A Top-down Graph-based Tool for Modeling Classical Semantic Maps: A Case Study of Supplementary Adverbs NAACL 2025 Atoxia: Red-teaming Large Language Models with Target Toxic Answers NAACL 2025 ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025 ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025 A Training-Free Length Extrapolation Approach for LLMs: Greedy Attention Logit Interpolation EMNLP 2025 A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention ICLR 2025 A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025 A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs UAI 2025 A Transfer Attack to Image Watermarks ICLR 2025 A Trichotomy for List Transductive Online Learning ICML 2025 ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 A Triple-View Framework for Fine-Grained Emotion Classification with Clustering-Guided Contrastive Learning ACL 2025 A Truncated Newton Method for Optimal Transport ICLR 2025 A Trusted Lesion-assessment Network for Interpretable Diagnosis of Coronary Artery Disease in Coronary CT Angiography AAAI 2025 Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks EMNLP 2025 AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples AAAI 2025 Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models EMNLP 2025 Attack-inspired Calibration Loss for Calibrating Crack Recognition AAAI 2025 Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-Box Neural Ranking Models AAAI 2025 Attack on Prompt: Backdoor Attack in Prompt-Based Continual Learning AAAI 2025 Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder ICCV 2025 Attend and Enrich: Enhanced Visual Prompt for Zero-Shot Learning AAAI 2025