Hardware-Aware

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1 paper in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Hardware-Aware Features for CUTLASS Kernel Selection

    Sep 28, 2026Shriram Chandran, Dominic Rinderer, Yakup Budanaz +3CudaHardware-Aware

    ETH Zurich Zurich, Switzerland

  2. Beyond Noise: Understanding and Overcoming Temperature Effects in Analog DNN Inference

    Sep 14, 2026Niklas Summ, Xiao Wang, Hendrik Borras +2Neural Network InferenceHardware-Aware

    Hardware and Artificial Intelligence Lab, Institute of Computer Engineering, Heidelberg University, Germany

  3. NAS-Driven Hardware Accelerator Exploration for Edge AI and Quantization Effects on the Pareto Space

    Aug 13, 2026Eleftherios Mylonas, Angelos Kouprizas, Michael Birbas +1Neural Architecture SearchHardware-Aware

    Dept. of ECE University of Patras Patras, Greece

  4. Hardware-Aware Deployment of Joint SAR Compression and Despeckling on FPGA

    Aug 11, 2026Cédric Léonard, Francescopaolo Sica, Martin SchulzSynthetic Aperture RadarResource-Constrained Edge Devices

    Technical University of Munich, Munich, Germany · Remote Sensing Technology Institute, German Aerospace Center (DLR), Weßling, Germany · Department of Aerospace Engineering, University of the Bundeswehr Munich, Neubiberg, Germany

  5. Recursive transformers for semiconductor thermo-mechanical reliability

    Jul 28, 2026Kart-leong LimEnergy-Based TransformerSurrogate Models

    Institute of Microelectronics (IME), Agency for Science, Technology and Research (A*STAR), Singapore

  6. Self-organizing Architecture of Receptron Units: a Hardware-Aware Framework for Edge Intelligence

    Jul 22, 2026Stefano Radice, Ludovico Casaccia, Riccaro Emanuele Beccalli +2Neuromorphic ComputingHardware-Aware

    Department of Physics “Aldo Pontremoli” and CIMaINa University of Milano Milano, Italy

  7. HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS

    Jul 13, 2026Shambhavi Balamuthu Sampath, Behzad Shomali, Nael Fasfous +7Hardware-AwareNeural Architecture Search

    Technical University of Munich · BMW Group · University of Bonn

  8. A Hardware-Aware Open-Source Framework for Design Space Exploration of Mixed-Signal Spiking Neural Networks

    Jul 7, 2026Sayma Nowshin Chowdhury, Vineeta Nair, Taseen Forhad +3Spiking Neural NetworksNeuromorphic Computing

    Department of Electrical and Computer Engineering, University of Maryland, College Park, MD, USA · Hewlett Packard Labs, USA · Lockheed Martin, USA

  9. Hawk: Harnessing Hardware-Aware Knowledge for High-Performance NPU Kernel Generation

    Jul 2, 2026Junyi Wen, Ruiyan Zhuang, Yongjia Xu +7Graphics Processing Unit KernelsNeural Processing Units

    Sun Yat-sen University, Zhuhai, China · Greater Bay Area National Technology Innovation Center, Guangzhou, China · Peng Cheng Laboratory, Shenzhen, China

  10. Efficient Network Inference via Hardware-Aware Architecture Search, Model Pruning & Quantization

    Jun 22, 2026Lucas Heublein, Mark Deutel, Axel Plinge +1Neural Network InferenceHardware-Aware

    Fraunhofer Institute for Integrated Circuits IIS, 90411 Nürnberg, Germany

  11. An affordable hardware-aware neural architecture search for deploying convolutional neural networks on ultra-low-power computing platforms

    Jun 15, 2026Andrea Mattia Garavagno, Edoardo Ragusa, Antonio Frisoli +1Neural Architecture SearchHardware-Aware

    Dept. of Electrical, Electronic, Telecommunications Engineering and Naval Architecture (DITEN), University of Genoa, Genoa, Italy · Department of Excellence in Robotics & AI and Institute of Mechanical Intelligence, Scuola Superiore Sant’Anna, 56127 Pisa, Italy

  12. Running hardware-aware neural architecture search on embedded devices under 512MB of RAM

    Jun 12, 2026Andrea Mattia Garavagno, Edoardo Ragusa, Paolo Gastaldo +1Neural Architecture SearchHardware-Aware

    Department of Electrical, Electronic, Telecommunication Engineering and Naval Architecture, DITEN University of Genoa, Genoa 16145, Italy · Department of Excellence in Robotics & AI, Institute of Mechanical Intelligence, Scuola Superiore Sant’Anna, Pisa 56127, Italy

  13. AGENTSERVESIM: A Hardware-aware Simulator for Multi-Turn LLM Agent Serving

    Jun 8, 2026Rakibul Hasan Rajib, Mengxin Zheng, Qian LouLarge Language Model AgentsHardware-Aware

    University of Central Florida

  14. Hardware-aware Low-latency Quantum Compilation with Data-driven Lightweight Error Detection for Early Fault-Tolerant Systems

    Jun 4, 2026Sumit ChongderQuantum Error CorrectionHardware-Aware

    Indian Institute of Technology Jodhpur · Inter-Disciplinary Research Platform, Quantum Information and Computation, Indian Institute of Technology Jodhpur, Jodhpur, Rajasthan 342037, India

  15. Scalable On-Hardware Training of Quantum Neural Networks and Application to Clinical Data Imputation

    Jun 2, 2026Natansh Mathur, Panagiotis Kl. Barkoutsos, Masako Yamada +2Quantum Neural NetworksHardware-Aware

    IRIF, CNRS and Université Paris Cité and QC Ware, France · QC Ware, France · IonQ +2

  16. ViBE: Co-Optimizing Workload Skew and Hardware Variability for MoE Serving

    May 30, 2026Seokjin Go, Marko Scrbak, Ephrem Wu +2Mixture-Of-Expert InferenceInference Workloads

    Georgia Institute of Technology Atlanta, GA, USA · Advanced Micro Devices, Inc. Austin, TX, USA · Advanced Micro Devices, Inc. Santa Clara, CA, USA +1

  17. A Hardware-Aware, Per-Layer Methodology for Post-Training Quantization of Large Language Models

    May 14, 2026Earl KillianPost-Training QuantizationModel Weights

  18. A Controlled Diagnostic Study of Hardware-Induced Distortions in Hardware-Aware Training

    May 10, 2026Yunxuan Fang, Xinhe WangHardware-AwareIn-Memory Computing

    Beihang University Beijing, China

  19. Non-Monotonic Latency in Apple MPS Decoding: KV Cache Interactions and Execution Regimes

    May 9, 2026Willy Fitra HendriaAutoregressive DecodingDecoding

    1Independent Researcher, Seoul, South Korea.

  20. HERCULES: Hardware-Efficient, Robust, Continual Learning Neural Architecture Search

    May 3, 2026Matteo Gambella, Fabrizio Pittorino, Manuel RoveriNeural Architecture SearchHardware-Aware

    Dipartimento di Elettronica, Informazione e Bioingegneria

  21. Folding Tensor and Sequence Parallelism for Memory-Efficient Transformer Training & Inference

    Apr 29, 2026Vasu Shyam, Anna Golubeva, Quentin AnthonyCpu-Gpu Hybrid DesignsShard

    Zyphra

  22. Deployment-Aligned Low-Precision Neural Architecture Search for Spaceborne Edge AI

    Apr 27, 2026Parampuneet Kaur Thind, Vaibhav Katturu, Giacomo Zema +1Neural Architecture SearchIntelligent Edge

    1Sapienza University of Rome · 2 Φ-lab, ESA ESRIN · 4Argotec Srl +1

  23. KernelFoundry: Hardware-aware evolutionary GPU kernel optimization

    Mar 12, 2026Nina Wiedemann, Quentin Leboutet, Michael Paulitsch +2Graphics Processing Unit KernelsHardware-Aware

    Intel Corporation

  24. Amanous: Distribution-Switching for Superhuman Piano Density on Disklavier

    Feb 28, 2026Joonhyung BaeInstrumentHardware-Aware

    Graduate School of Culture Technology KAIST (Korea Advanced Institute of Science and Technology) Daejeon, South Korea