NPU Acceleration

NPU: Neural Processing Unit

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8 papers0 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Empowering Hybrid Attention Models on NPUs

    Sep 26, 2026Yinyuan Zhang, Daliang Xu, Xiaolong Huang +4NPU AccelerationLLM Inference Acceleration

    Peking University · Beijing University of Posts and Telecommunications

  2. Compiler-Grounded Hierarchical Diagnosis for LLM-Based Triton Kernel Optimization

    Jul 25, 2026Dongjie Chen, Ping Zhao, Bohua Zhan +11NPU AccelerationGPU Kernel Optimization

    Huawei Technologies Co., Ltd.

  3. STEEL: Sparsity-Aware Fused Attention for Energy-Efficient Long-Sequence Inference on AMD's XDNA NPU

    Jul 10, 2026Victor J. B. Jung, Gagandeep Singh, Joseph Melber +3Efficient Transformer InferenceNPU Acceleration

    Integrated Systems Laboratory (IIS), ETH Zürich, Switzerland. · AMD Research and Advanced Development (RAD). · Department of Electrical, Electronic and Information Engineering (DEI), University of Bologna, Italy.

  4. AI-RAN on NPUs: Baseband Processing Without Baseband Chips

    Jul 5, 2026Shilong Zhang, Luping Xiang, Jienan Chen +1NPU AccelerationWireless Communications

    State Key Laboratory of Novel Software Technology, Nanjing University, Nanjing 210008, China · School of Intelligent Software and Engineering, Nanjing University (Suzhou Campus), Suzhou 215163, China · National Key Laboratory of Science and Technology on Communications, University of Electronic Science and Technology of China, Chengdu 611731, China

  5. KATANA: A Fast, Low-Power Mapping of Kalman Filters onto Edge NPUs for Real-Time Tracking

    Jun 12, 2026Bodhisatwa Kundu, Anish Rooj, Sumit Saha +4Kalman FilteringNPU Acceleration

    1Jadavpur University, West Bengal, India · 2Purdue University, IN, USA · 3Intel Corporation, CA, USA

  6. A-IO: Adaptive Inference Orchestration for Memory-Bound NPUs

    Apr 10, 2026Chen Zhang, Yan Ding, Haotian Wang +3NPU AccelerationLLM Inference Acceleration

    Hunan University Changsha, China

  7. OSUM-Pangu: An Open-Source Multidimension Speech Understanding Foundation Model Built upon OpenPangu on Ascend NPUs

    Mar 11, 2026Yujie Liao, Xuelong Geng, Hongfei Xue +2NPU AccelerationSpeech Foundation Models

  8. Implementing Keyword Spotting on the MCXN947 Microcontroller with Integrated NPU

    Jun 10, 2025Petar Jakuš, Hrvoje DžapoNPU AccelerationKeyword Spotting

    Faculty of Electrical Engineering and Computing, Zagreb, Croatia