Optimization

Algorithms for ridge estimation with convergence guarantees JMLR 2025 Algorithms with Calibrated Machine Learning Predictions ICML 2025 A Lightweight Sparse Interaction Network for Time Series Forecasting AAAI 2025 Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA EMNLP 2025 Align-A-Video: Deterministic Reward Tuning of Image Diffusion Models for Consistent Video Editing CVPR 2025 Aligned Multi Objective Optimization ICML 2025 AlignGuard: Scalable Safety Alignment for Text-to-Image Generation ICCV 2025 Aligning Constraint Generation with Design Intent in Parametric CAD ICCV 2025 Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition EMNLP 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Aligning Protein Conformation Ensemble Generation with Physical Feedback ICML 2025 Aligning Sentence Simplification with ESL Learner’s Proficiency for Language Acquisition NAACL 2025 AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment CVPR 2025 ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation NAACL 2025 A Logic-based Framework for Decoding Enthymemes in Argument Maps Involving Implicitness in Premises and Claims IJCAI 2025 AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization ICML 2025 AlphaPO: Reward Shape Matters for LLM Alignment ICML 2025 Always Skip Attention ICCV 2025 A Matching-Based Algorithm for the Traveling Tournament Problem AAAI 2025 am-ELO: A Stable Framework for Arena-based LLM Evaluation ICML 2025 A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models ICML 2025 A Method for Enhancing Generalization of Adam by Multiple Integrations AAAI 2025 A Mirror Descent Perspective of Smoothed Sign Descent UAI 2025 A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver ICML 2025 AMO: Adaptive Motion Optimization for Hyper-Dexterous Humanoid Whole-Body Control RSS 2025