Neural Architecture Search

Drs.NAS: Ultra-Efficient Neural Architecture Search for Recommendation Systems OSDI 2026 Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation AAAI 2025 Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation AAAI 2025 GliaNet: Adaptive Neural Network Structure Learning with Glia-Driven CVPR 2025 HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025 Multi-objective Differentiable Neural Architecture Search ICLR 2025 Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025 BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models EMNLP 2024 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024 SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training AAAI 2024 SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model CVPR 2024 UniADS: Universal Architecture-Distiller Search for Distillation Gap AAAI 2024 Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights NeurIPS 2024 Adversarially Robust Neural Architecture Search for Graph Neural Networks CVPR 2023 AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023 AutoNF: Automated Architecture Optimization of Normalizing Flows with Unconstrained Continuous Relaxation Admitting Optimal Discrete Solution AAAI 2023 Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars NeurIPS 2023 Differentiable Architecture Search With Random Features CVPR 2023 ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices ICCV 2023 Generalizable Lightweight Proxy for Robust NAS against Diverse Perturbations NeurIPS 2023 GENNAPE: Towards Generalized Neural Architecture Performance Estimators AAAI 2023 Multi-Agent Automated Machine Learning CVPR 2023 NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction CVPR 2023 PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud WACV 2023 PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023