Optimization

Camera Resection from Known Line Pencils and a Radially Distorted Scanline CVPR 2025 CAMEx: Curvature-aware Merging of Experts ICLR 2025 Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization COLING 2025 Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs ACL 2025 Can LLMs Solve Longer Math Word Problems Better? ICLR 2025 Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index COLING 2025 CaO2: Rectifying Inconsistencies in Diffusion-Based Dataset Distillation ICCV 2025 CAPO: Cost-Aware Prompt Optimization AutoML 2025 CAPrompt: Cyclic Prompt Aggregation for Pre-Trained Model Based Class Incremental Learning AAAI 2025 CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling ACL 2025 Case2Code: Scalable Synthetic Data for Code Generation COLING 2025 Cassic: Towards Content-Adaptive State-Space Models for Learned Image Compression ICCV 2025 CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization AutoML 2025 CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines NSDI 2025 Catoni Contextual Bandits are Robust to Heavy-tailed Rewards ICML 2025 Causal Discovery by Interventions via Integer Programming AAAI 2025 Causal Logistic Bandits with Counterfactual Fairness Constraints ICML 2025 Certification for Differentially Private Prediction in Gradient-Based Training ICML 2025 Certified Robustness Under Bounded Levenshtein Distance ICLR 2025 Certifying Bounds Propagation for Integer Multiplication Constraints AAAI 2025 CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information COLING 2025 Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025 Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction ICML 2025 CharDiff: Improving Sampling Convergence via Characteristic Function Consistency in Diffusion Models WACV 2025 CheckManual: A New Challenge and Benchmark for Manual-based Appliance Manipulation CVPR 2025