Optimization

SEBRA : Debiasing through Self-Guided Bias Ranking ICLR 2025 Secant Line Search for Frank-Wolfe Algorithms ICML 2025 Second-Order Fine-Tuning without Pain for LLMs: A Hessian Informed Zeroth-Order Optimizer ICLR 2025 Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients JMLR 2025 Second-Order Min-Max Optimization with Lazy Hessians ICLR 2025 Secrets of Edge-Informed Contrast Maximization for Event-Based Vision WACV 2025 SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding COLING 2025 Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025 See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias NAACL 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Selective Response Strategies for GenAI ICML 2025 Selective Task Group Updates for Multi-Task Optimization ICLR 2025 Select-Then-Decompose: From Empirical Analysis to Adaptive Selection Strategy for Task Decomposition in Large Language Models EMNLP 2025 Select-then-Route : Taxonomy guided Routing for LLMs EMNLP 2025 Self-calibration for Language Model Quantization and Pruning NAACL 2025 Self-Consistency Preference Optimization ICML 2025 Self-Evolutionary Large Language Models Through Uncertainty-Enhanced Preference Optimization AAAI 2025 SELF-EVOLVED REWARD LEARNING FOR LLMS ICLR 2025 Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025 Self-Improving Robust Preference Optimization ICLR 2025 Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025 Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ACL 2025 Self-Supervised Prompt Optimization EMNLP 2025 Self-Training Large Language Models with Confident Reasoning EMNLP 2025 SelKD: Selective Knowledge Distillation via Optimal Transport Perspective ICLR 2025