Hardware Efficiency

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

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  1. Purlin: Separating Orchestration from the Datapath of Collectives

    Sep 29, 2026Osayamen Jonathan Aimuyo, Swapnil Gandhi, Christos KozyrakisCpu-Gpu Hybrid DesignsHardware Efficiency

    Stanford University · NVIDIA & Stanford University

  2. Do AI Agents Understand Computer Architecture?

    Sep 16, 2026Ambika Sharan, Grigory Chirkov, Soheil AbbaslooHardware EfficiencyArtificial Intelligence Agents

    Microsoft Research

  3. A Spatiotemporal Extension of the Neuromorphic DBSCAN Implementation

    Sep 15, 2026Charles P. Rizzo, James S. PlankNeuromorphic ComputingSpatiotemporal

    Department of Electrical Engineering and Computer Science University of Tennessee Knoxville, TN 37996

  4. Application of curiosity driven exploration methods for hardware interference identification

    Sep 8, 2026Ludovic Matar, Clement Moulin-Frier, Pierre-Yves OudeyerInterferenceHardware Efficiency

    1Flowers AI & CogSci Lab - National Institute for Research in Digital Science and Technology, Bordeaux, France

  5. ArchAgent v2: A Case Study with the Data Prefetching Championship

    Aug 10, 2026Abraham Gonzalez, Raghav Gupta, Akanksha Jain +12Hardware EfficiencyPreemption

    Google · University of California, Berkeley · Google DeepMind

  6. HINT: Toward an Executable Hardware-Intent Representation Layer for LLM-Driven RTL Generation

    Aug 7, 2026Tairan Cheng, Yi Liu, Dongsheng Zuo +6Register Transfer LevelHardware Efficiency

    The Chinese University of Hong Kong Hong Kong, China · Southeast University Nanjing, China

  7. MicroEvo: Knowledge-Guided LLM Sampling for Efficient Microarchitecture Design Space Exploration

    Aug 6, 2026Jia Xiong, Runkai Li, Chenxu Niu +11Evolutionary SearchNeural Architecture Search

    Southeast University · National Center of Technology Innovation for EDA · NVIDIA Corporation +4

  8. AFD-Ledger: Deployment Provisioning for Attention--FFN Disaggregation

    Aug 5, 2026Chengyu Qiu, Xiao Fu, Fengcun Li +6Hardware EfficiencyTime-To-First-Token

    Tsinghua University · Meituan · Beijing, China

  9. On the Limits of Machine-Learned Ranking for Modern Microarchitectural Policies

    Aug 2, 2026Yanxin Zhang, Shayne Wadle, Yuxuan Xiong +3Hardware EfficiencyMle-Bench Lite

    NVIDIA · University of Wisconsin–Madison

  10. AgenticCANN: Automated Ascend C Operator Generation via Knowledge-Augmented Agentic Evolution

    Jul 29, 2026Junhao Qiu, Zidong Wang, Yansong Sun +3Neural Processing UnitsHardware Efficiency

    Department of Computer Science, City University of Hong Kong · Hong Kong Yuwin Technology Co., Ltd

  11. PUDA: An AI-Native Hardware Harness for Self-Driving Laboratories

    Jul 29, 2026Zekun Ren, Hongzhao Tan, Jiaen Yee +1LaboratoryEdge Hardware

    Berkeley Education Alliance for Research in Singapore (BEARS) · School of Materials Science and Engineering, Nanyang Technological University (NTU)

  12. Hardware Mechanisms to Dynamically Throttle AI Performance

    Jul 20, 2026Haiyue Ma, Lauren Malek, Joseph Forzani +1Hardware Efficiency

    Princeton University Electrical and Computer Engineering Princeton, NJ, USA

  13. The Café in Amsterdam: When the Incumbent Becomes the Oracle

    Jul 15, 2026Augusto CamargoHardware EfficiencyComputational Cost

    IME, University of São Paulo

  14. Can LLMs Perform Technical Comprehension of Computer Architecture Papers?

    Jul 13, 2026Nishant Aggarwal, Aishwarya Lekshmi Chithra, Ayushi Dubal +8CritiqueCode Quality

    University of Wisconsin–Madison and NVIDIA Research.

  15. MLSYSIM: First-Principles Infrastructure Modeling for Machine Learning Systems

    Jun 28, 2026Vijay Janapa ReddiHardware EfficiencyInfrastructure

    Harvard University

  16. Compiler-Driven Approximation Tuning for Hyperdimensional Computing

    Jun 25, 2026Xavier Routh, Abdul Rafae Noor, Akash Kothari +4Hardware EfficiencyApproximation

    University of Illinois Urbana-Champaign Urbana, IL, USA · University of California San Diego La Jolla, CA, USA

  17. The Energy Consumption of Transformer Fine-Tuning: A Roofline-Inspired Scaling Model

    Jun 22, 2026Mansour Zoubeirou a MayakiEnergy ConsumptionTransformer Architectures

    Université Lumière Lyon 2, CNRS, Ecole Centrale de Lyon, INSA Lyon, Universite Claude Bernard Lyon 1, LIRIS, UMR5205, 69007 Lyon, France

  18. A Differentiable Atari VCS:A Complex, Fully Known Ground Truth for Explainable AI

    Jun 21, 2026Andreas Maier, Siming Bayer, Patrick KraussExplainable Artificial IntelligenceXai

    Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg, Germany · Mannheim Center for Neuromodulation and Neuroprosthetics, Heidelberg University, Germany

  19. AgentDSE: Reasoning-Augmented Architectural Design Space Exploration

    Jun 20, 2026Chenyu Wang, Jiahe Caroline Shi, David Kong +4Automated Heuristic DesignNeural Architecture Search

    Harvard University · Massachusetts Institute of Technology · Columbia University

  20. A3C3: AI Algorithm and Accelerator Co-design, Co-search, and Co-generation

    Jun 18, 2026Selin Yildirim, Yingbing Huang, Deming ChenHardware EfficiencyNeural Architecture Search

    Siebel School of Computing and Data Science · Department of Electrical and Computer Engineering University of Illinois Urbana-Champaign

  21. PEBRE: An Open-Hardware Compute and Perception Add-On for the Pepper Robot

    Jun 10, 2026Malte Kuhlmann, Ignacio Bugueno-Cordova, Emil Alms +2Robotic PerceptionNvidia Jetson Orin Nano

    Leibniz Universität Hannover, L3S Research Center, Appelstraße 4, Hanover, 30167, Lower Saxony, Germany. · University of Chile, Department of Electrical Engineering, Avda. Tupper 2007, Santiago, 8370451, Region Metropolitana, Chile. · University of Chile, Advanced Mining Technology Center, Avda. Tupper 2007, Santiago, 8370451, Region Metropolitana, Chile.

  22. ASTRA-sim 3.0: Next-Level Distributed Machine Learning Simulations via High-Fidelity GPU and Infrastructure Modeling

    Jun 9, 2026William Won, Jinsun Yoo, Tuan Ta +16Graphics Processing Unit ArchitecturesHardware Efficiency

    AMD Research and Advanced Development · Georgia Institute of Technology · Keysight +1

  23. LLM-Guided Neural Architecture Search for Robust Co-Design of Physical Neural Networks

    Jun 9, 2026Tyler King, Timothee LeleuNeural Architecture SearchHardware Efficiency

    NTT Research · Princeton University · Stanford University

  24. Enhancing AI Interpretability and Safety through Localised Architectures

    Jun 6, 2026Ian Seet, Jonas Bozenhard, Simon OstermannInterpretabilityArtificial Intelligence Models

    University of Glasgow · Hamburg University of Technology · Saarland University +2

  25. Evaluation of ML Resource Utilization Requires Model Life Cycle Assessment

    May 31, 2026Jared Fernandez, Clara Na, Yonatan Bisk +2Artificial Intelligence LifecycleArtificial Intelligence Evaluation

    Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA · Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA, USA · Wilton E. Scott Institute for Energy Innovation, Carnegie Mellon University, Pittsburgh, PA, USA

  26. Can AI Review Improve Paper Drafting? An Empirical Study on 20 Computer Architecture Submissions

    May 31, 2026Di WuPeer ReviewPaperpilot

    University of Central Florida Department of ECE Orlando, FL, USA

  27. LP5X-PIM Sim: A High-Fidelity HW/SW Integrated Simulator for LPDDR5X-PIM

    May 30, 2026SangHoon Cha, Jaewan Choi, Byeongho Kim +3Hardware EfficiencyNvidia Isaac Sim

    Samsung Electronics, South Korea

  28. Model-Native Computing Architecture: Envisioning Future System Architecture Through the Lens of Computer Architecture

    May 29, 2026Hai Lin, Hoilam Pao, Shaoxiong Zhan +1Hardware EfficiencyAutomated Heuristic Design

    Shenzhen International Graduate School, Tsinghua University · Pengcheng Laboratory, Shenzhen, China

  29. AI-PROPELLER: Warehouse-Scale Interprocedural Code Layout Optimization with AlphaEvolve

    May 28, 2026Chaitanya Mamatha Ananda, Rajiv Gupta, Mircea Trofin +4Code OptimizationHardware Efficiency

    University of California, Riverside · Google · Google DeepMind

  30. Llamas on the Web: Memory-Efficient, Performance-Portable, and Multi-Precision LLM Inference with WebGPU

    May 20, 2026Reese Levine, Rithik Sharma, Nikhil Jain +5LLM Inference OptimizationHardware Efficiency

    UC Santa Cruz · Microsoft Research

  31. Towards Multi-Model LLM Schedulers: Empirical Insights into Offloading and Preemption

    May 19, 2026Mert Yildiz, Pietro Spadaccino, Alexey Rolich +2PreemptionOffloading

    Sapienza University of Rome, Rome, Italy

  32. FPGA-Based Hardware Architecture for Contrast Maximization in Event-Based Vision

    May 10, 2026Michal Filipkowski, Marcin Kowalczyk, Tomasz KryjakVision SensorsHardware Efficiency

    AGH University of Krakow, Poland Embedded Vision Systems Group, Computer Vision Laboratory

  33. EULER-ADAS: Energy-Efficient & SIMD-Unified Logarithmic-Posit Engine for Precision-Reconfigurable Approximate ADAS Acceleration

    May 7, 2026Mukul Lokhande, Ratko Pilipovic, Omkar Kokane +2Field-Programmable Gate ArraysEnergy-Efficient

    NSDCS Research Group, Dept. of Electrical Engineering, Indian Institute of Technology Indore, Indore, India · Faculty of Computer and Information Science, University of Ljubljana, Ljubljana, Slovenia · EnICS Labs, Bar-Ilan Univ., Ramat Gan 5290002, Israel

  34. Assistants, Not Architects: The Role of LLMs in Networked Systems Design

    Apr 28, 2026Pratyush Sahu, Rahul Bothra, Venkat Arun +3Hardware EfficiencyCo-Design

    Georgia Tech · UIUC · UT Austin +1

  35. Agentic Architect: An Agentic AI Framework for Architecture Design Exploration and Optimization

    Apr 28, 2026Alexander Blasberg, Vasilis Kypriotis, Dimitrios SkarlatosHardware EfficiencyAutomated Heuristic Design

    Carnegie Mellon University

  36. Option Pricing on Noisy Intermediate-Scale Quantum Computers: A Quantum Neural Network Approach

    Apr 20, 2026Sebastian Zając, Rafał PrachtQuantum Neural NetworksMathematical Finance

    finQbit Warsaw, Poland

  37. KernelFoundry: Hardware-aware evolutionary GPU kernel optimization

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

    Intel Corporation

  38. Leveraging Neural Graph Compilers in Machine Learning Research for Edge-Cloud Systems

    Apr 28, 2025Alireza Furutanpey, Carmen Walser, Philipp Raith +2Hardware EfficiencyEdge Platforms

    Coovally Barcelona, Spain · Distributed Systems Group, TU Wien, Vienna · ICREA Barcelona, Spain

  39. PVF:Understanding AI Vulnerability Against SDCs

    May 2, 2024Xun Jiao, Fred Lin, Harish D. Dixit +8Real-World Cloud Fault Injection DatasetCorrupted Inputs

    Meta Platforms, Inc

  40. Context-Aware System Synthesis, Task Assignment, and Routing

    Jun 14, 2017Jason Ziglar, Ryan Williams, Alfred WicksRepair-Assignment ProblemHumanoid Robotics