conftrace_

surrogate model

181 papers

Explore in graph

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) hyperparameter optimization (406) acquisition function (129) black-box optimization (183) adversarial attack (1621) neural network (6616) partial differential equation (222) graph neural network (3962) multi-objective optimization (364)

Papers

Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization EACL 2026
Discovery of Feasible 3D Printing Configurations for Metal Alloys via AI-Driven Adaptive Experimental Design AAAI 2026
Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage AAAI 2026
Query-Efficient Domain Knowledge Stealing Against Large Language Models AAAI 2026
Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification AAAI 2026
Next Generation of Empirical Performance Prediction AAAI 2026
Advanced Black-Box Tuning of Large Language Models with Limited API Calls AAAI 2026
Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content CVPR 2025
Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement CVPR 2025
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025
Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks AAAI 2025
Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation CVPR 2025
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation NAACL 2025
Everywhere Attack: Attacking Locally and Globally to Boost Targeted Transferability AAAI 2025
Constrained Offline Black-Box Optimization via Risk Evaluation and Management AAAI 2025
ReX: A Framework for Incorporating Temporal Information in Model-Agnostic Local Explanation Techniques AAAI 2025
CoffeeBoost: Gradient Boosting Native Conformal Inference for Bayesian Optimization AAAI 2025
Model Rake: A Defense Against Stealing Attacks in Split Learning IJCAI 2025
Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025
ADELA: Accelerating Evolutionary Design of Machine Learning Pipelines with the Accompanying Surrogate Model AAAI 2025
Scalable Surrogate Verification of Image-Based Neural Network Control Systems Using Composition and Unrolling AAAI 2025
Sim4Rec: Data-Free Model Extraction Attack on Sequential Recommendation AAAI 2025
On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations ICCV 2025
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks AAAI 2025
Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025