Optimization

Evaluating and Aligning Human Economic Risk Preferences in LLMs EMNLP 2025 Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025 Evaluation Sheet for Deep Research: A Use Case for Academic Survey Writing EMNLP 2025 Every Call is Precious: Global Optimization of Black-Box Functions with Unknown Lipschitz Constants AISTATS 2025 Everything Matters in Programmable Packet Scheduling NSDI 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 EvolKV: Evolutionary KV Cache Compression for LLM Inference EMNLP 2025 Evolutionary Algorithms Are Significantly More Robust to Noise When They Ignore It IJCAI 2025 Evolutionary Classifier Chain for Multi-Dimensional Classification AAAI 2025 EVOLvE: Evaluating and Optimizing LLMs For In-Context Exploration ICML 2025 Evolving Chinese Spelling Correction with Corrector-Verifier Collaboration EMNLP 2025 Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective ICML 2025 EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025 Exact Recovery of Sparse Binary Vectors from Generalized Linear Measurements ICML 2025 Exact risk curves of signSGD in High-Dimensions: quantifying preconditioning and noise-compression effects ICML 2025 Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025 Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 Experimental Design for Semiparametric Bandits COLT 2025 Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing AAAI 2025 Explicit and Implicit Graduated Optimization in Deep Neural Networks AAAI 2025 Explicit Preference Optimization: No Need for an Implicit Reward Model ICML 2025 Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning AAAI 2025 Exploiting Curvature in Online Convex Optimization with Delayed Feedback ICML 2025 Exploiting Edited Large Language Models as General Scientific Optimizers NAACL 2025