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Optimization

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Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025
P2 Law: Scaling Law for Post-Training After Model Pruning ACL 2025
Fast Contiguous Somatic Hypermutations for Single-Objective Optimisation and Multi-Objective Optimisation Via Decomposition AAAI 2025
Delay as Payoff in MAB AAAI 2025
Learning to Reason from Feedback at Test-Time ACL 2025
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model ACL 2025
Multi-Label Ranking Loss Minimization for Matrix Completion AAAI 2025
PIC: Unlocking Long-Form Text Generation Capabilities of Large Language Models via Position ID Compression ACL 2025
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention ACL 2025
Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025
Online and Streaming Algorithms for Constrained k-Submodular Maximization AAAI 2025
Online MDP with Prototypes Information: A Robust Adaptive Approach AAAI 2025
An Efficient and Precise Training Data Construction Framework for Process-supervised Reward Model in Mathematical Reasoning ACL 2025
Dynamic and Generalizable Process Reward Modeling ACL 2025
PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models ACL 2025
Taming LLMs with Gradient Grouping ACL 2025
Pre-training Distillation for Large Language Models: A Design Space Exploration ACL 2025
Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization ACL 2025
Improving Deep Learning Speed and Performance Through Synaptic Neural Balance AAAI 2025
Adversarial Training for Probabilistic Robustness ICCV 2025
RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations AAAI 2025
Universal Online Convex Optimization Meets Second-order Bounds JMLR 2025
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization ICLR 2025
RPO: Retrieval Preference Optimization for Robust Retrieval-Augmented Generation ACL 2025