Neural Architecture Search

CHEEM: Continual Learning by Reuse, New, Adapt and Skip - A Hierarchical Exploration-Exploitation Approach CVPR 2026 DREAM-S: Speculative Decoding with Searchable Drafting and Target-Aware Refinement for Multimodal Generation ACL 2026 Fast-FoundationStereo: Real-Time Zero-Shot Stereo Matching CVPR 2026 HyperNAS: Enhancing Architecture Representation for NAS Predictor via Hypernetwork CVPR 2026 InTrain: Intrinsic Trainability for Zero-Cost Neural Architecture Search CVPR 2026 MobileLLM-Flash: Latency-Guided On-Device LLM Design for Industry Scale Deployment ACL 2026 Progressive Neural Architecture Generation CVPR 2026 RAAS: LLM Agentic System Architecture Search with GRPO CVPR 2026 TAS-LoRA: Transformer Architecture Search with Mixture-of-LoRA Experts CVPR 2026 Vision-Oriented Lightweight Neural Architecture Search with Budget-Adaptive Evaluation CVPR 2026 What Matters in Practical Learned Image Compression CVPR 2026 Dynamic Acoustic Model Architecture Optimization in Training for ASR Interspeech 2025 L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers CVPR 2025 STAR: Synthesis of Tailored Architectures ICLR 2025 ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ACL 2024 Neural Architecture Search Finds Robust Models by Knowledge Distillation UAI 2024 AutoGT: Automated Graph Transformer Architecture Search ICLR 2023 DamoFD: Digging into Backbone Design on Face Detection ICLR 2023 Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023 Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023 Evolutionary Neural Architecture Search for Multivariate Time Series Forecasting ACML 2023 Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices ACML 2023 MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID CVPR 2023 The Dark Side of AutoML: Towards Architectural Backdoor Search ICLR 2023 Transfer NAS with Meta-learned Bayesian Surrogates ICLR 2023