Optimization

GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025 Growing a Twig to Accelerate Large Vision-Language Models ICCV 2025 GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition EMNLP 2025 GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models EMNLP 2025 GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs ICML 2025 GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning ACL 2025 Guaranteed Generation from Large Language Models ICLR 2025 Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery ICML 2025 GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance ICML 2025 Guided Zeroth-Order Methods for Stochastic Non-convex Problems with Decision-Dependent Distributions ICML 2025 Guiding LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025 Guiding Time-Varying Generative Models with Natural Gradients on Exponential Family Manifold UAI 2025 HAF-RM: A Hybrid Alignment Framework for Reward Model Training ACL 2025 Hallucination-Aware Prompt Optimization for Text-to-Video Synthesis IJCAI 2025 HALoS: Hierarchical Asynchronous Local SGD over Slow Networks for Geo-Distributed Large Language Model Training ICML 2025 Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025 Haste Makes Waste: A Simple Approach for Scaling Graph Neural Networks ICML 2025 HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs ICML 2025 Hearing Hands: Generating Sounds from Physical Interactions in 3D Scenes CVPR 2025 HeatFormer: A Neural Optimizer for Multiview Human Mesh Recovery CVPR 2025 Heavy-Tailed Diffusion Models ICLR 2025 Heavy-Tailed Linear Bandits: Huber Regression with One-Pass Update ICML 2025