Resource-Efficient

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

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  1. EMA: Elastic and Performance Transparent Memory Across GPUs

    Sep 22, 2026Yi Xu, Tian Xia, Ion StoicaGraphics Processing Unit ResourcesPeak Memory

    UC Berkeley

  2. Beyond Depth Truncation: Controlled Evaluation of Depth Utilization in Recursive Language Models

    Sep 17, 2026Ha Van Dau, Thanh Tung Khuat, Nguyen Thanh DungLayer-WiseTruncation

    NuverxAI - AI & Creative Innovation Company Limited · Ho Chi Minh City University of Technology (HCMUT)

  3. Gradient Under Microscope: Benchmarking Resource Utilization of Memory-Efficient Gradient Computation Methods

    Aug 9, 2026Sarthak Mahapatra, Zihan Zhou, Khatoon Khedri +2GradientAdam

  4. HarnessOpt-Bench: Evaluating LLMs at Harness Optimization

    Aug 6, 2026Varun Ursekar, Apaar Shanker, Yash Maurya +4Agent HarnessAgentic Benchmarks

    Scale AI

  5. SPARE-GS: Structural Parsimony and Resource Efficiency for 3D Gaussian Splatting

    Jul 18, 2026Zhang Chen, Shuai Wan, Fuzheng Yang +3Recent 3D Gaussian Splatting3D Gaussian Primitives

    School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710129, China · Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China · School of Telecommunication Engineering, Xidian University, Xi’an 710071, China +2

  6. Optimal Resource Utilization for Autonomous Laboratory Orchestrators

    Jul 1, 2026Austin McDannald, Julia Tisaranni, Howie JoressLaboratoryResource-Efficient

    Material Measurement Laboratory, National Institute of Standards and Technology, Gaithersburg, MD, USA

  7. daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization

    Jun 15, 2026Dayuan Fu, Mohan Jiang, Tongyu Wang +5Graphics Processing Unit KernelsSelf-Evolving Skill Libraries

    1SII · 2SJTU · 3GAIR

  8. SemanticXR: Low Power and Real-time Queryable Semantic Mapping with an Object-Level Device-Cloud Architecture

    Jun 11, 2026Rahul Singh, Devdeep Ray, Connor Smith +1Semantic MappingEdge Platforms

    University of Illinois Urbana-Champaign · NVIDIA

  9. Libra: Efficient Resource Management for Agentic RL Post-Training

    Jun 2, 2026Kaiwen Chen, Xin Tan, Jingzong Li +6Agentic Reinforcement LearningResource-Efficient

    The Chinese University of Hong Kong · The Hang Seng University of Hong Kong · Independent Researcher

  10. Resource Utilization of Differentiable Logic Gate Networks Deployed on FPGAs

    May 4, 2026Stephen Wormald, Gilon Kravatsky, Damon Woodard +1Differentiable Logic Gate NetworksField-Programmable Gate Arrays

    Florida Institute of National Security University of Florida Gainesville, Florida, USA

  11. FedPLT: Scalable, Resource-Efficient, and Heterogeneity-Aware Federated Learning via Partial Layer Training

    May 4, 2026Ahmad Dabaja, Rachid El-AzouziHeterogeneous Federated LearningFederated Learning

    Laboratoire Informatique d’Avignon (LIA), Avignon University, France

  12. HANDFUL: Sequential Grasp-Conditioned Dexterous Manipulation with Resource Awareness

    Apr 28, 2026Ethan Foong, Yunshuang Li, Hao Jiang +2Robotic GraspingDexterous Manipulation

    Department of Computer Science at Northwestern University · Viterbi School of Engineering at the University of Southern California

  13. Pre-Execution Query Slot-Time Prediction in Cloud Data Warehouses: A Feature-Scoped Machine Learning Approach

    Apr 22, 2026Prashant Kumar PathakData LakesCloud

    Independent Researcher · Santa Clara, CA, USA

  14. Autogenesis: A Self-Evolving Agent Protocol

    Apr 16, 2026Wentao Zhang, Zhe Zhao, Haibin Wen +4Self-Evolving AgentsAlphaevolve

    Nanyang Technological University · Stanford University · City University of Hong Kong +1

  15. GreenRFM: Learning a resource-efficient radiology vision-language foundation model via supervision-centric pre-training

    Mar 6, 2026Yingtai Li, Shuai Ming, Qiuli Wang +13Radiology Report GenerationMedical Vision-Language Models

    School of Biomedical Engineering, Division of Life Sciences and Medicine, University of Science and Technology of China (USTC), Hefei, Anhui, 230026, China · Center for Medical Imaging, Robotics, Analytic Computing & Learning (MIRACLE), Suzhou Institute for Advanced Research, USTC, Suzhou, Jiangsu, 215123, China · Department of Radiology, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, USTC, Hefei, Anhui, 230001, China +7

  16. DRL-AdaPart: DRL-Driven Adaptive STAR-RIS Partitioning for Fair and Efficient Resource Utilization

    Jul 9, 2024Ashok S. Kumar, Nancy Nayak, Sheetal Kalyani +2Reconfigurable Intelligent SurfacesResource-Efficient

    Department of Electrical Engineering, Indian Institute of Technology Madras, Chennai, India · Department of Electrical and Electronic Engineering, Imperial College London, United Kingdom · Department of Electrical and Electronic Engineering, University of Peradeniya, Peradeniya 20400, Sri Lanka +1

  17. Towards Large Language Models for Lunar Mission Planning and In Situ Resource Utilization

    Date pendingMichael Pekala, Gregory Canal, Samuel Barham +5RosettaLithology Classification

    Johns Hopkins University Applied Physics Laboratory 11100 Johns Hopkins Road, Laurel, Maryland 20723, USA