Machine Learning

One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models ACL 2025 One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit ACL 2025 One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation AAAI 2025 One-for-More: Continual Diffusion Model for Anomaly Detection CVPR 2025 One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework ICML 2025 One Last Attention for Your Vision-Language Model ICCV 2025 One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation ICML 2025 One Look is Enough: Seamless Patchwise Refinement for Zero-Shot Monocular Depth Estimation on High-Resolution Images ICCV 2025 One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025 One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs ICLR 2025 One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025 One Node One Model: Featuring the Missing-Half for Graph Clustering AAAI 2025 OneNRC@TSAR2025 Shared Task Small Models for Readability Controlled Text Simplification EMNLP 2025 On Entity Identification in Language Models ACL 2025 One Object, Multiple Lies: A Benchmark for Cross-task Adversarial Attack on Unified Vision-Language Models ICCV 2025 One-Pass Feature Evolvable Learning with Theoretical Guarantees ICML 2025 One-Pass to Reason: Token Duplication and Block-Sparse Mask for Efficient Fine-Tuning on Multi-Turn Reasoning IJCNLP 2025 One Perturbation is Enough: On Generating Universal Adversarial Perturbations against Vision-Language Pre-training Models ICCV 2025 One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025 One-shot 3D Object Canonicalization based on Geometric and Semantic Consistency CVPR 2025 One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems EMNLP 2025 One-shot Federated Learning Methods: A Practical Guide IJCAI 2025 One-Shot Heterogeneous Federated Learning with Local Model-Guided Diffusion Models ICML 2025 One-Shot Knowledge Transfer for Scalable Person Re-Identification ICCV 2025 One Size Fits None: Rethinking Fairness in Medical AI ACL 2025