pipeline optimization

In-Situ Eval: A Modular Framework for Custom and Real-Time RAG Benchmarking AAAI 2026 SPIO: Ensemble and Selective Strategies via LLM-Based Multi-Agent Planning in Automated Data Science ACL 2026 ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025 StreamDiffusion: A Pipeline-level Solution for Real-Time Interactive Generation ICCV 2025 Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain NAACL 2024 Vulcan: Automatic Query Planning for Live ML Analytics NSDI 2024 ExoFlow: A Universal Workflow System for Exactly-Once DAGs OSDI 2023 AutoVideo: An Automated Video Action Recognition System IJCAI 2022 Bandit Limited Discrepancy Search and Application to Machine Learning Pipeline Optimization AAAI 2022 Pipeline Combinators for Gradual AutoML NeurIPS 2021 Searching for Machine Learning Pipelines Using a Context-Free Grammar AAAI 2021 An ADMM Based Framework for AutoML Pipeline Configuration AAAI 2020 Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations AAAI 2020 TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning AutoML 2016