Distributed Optimization

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11 papers in the last four weeks, up 267% on the four weeks before. 0.1% of all new papers.

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  1. DuoMind: Enabling Distributed Multi-Robot Coordination with Semantic Communication

    Oct 1, 2026Hanchu Zhou, Dechen Gao, Hang Wang +5Multi-Robot SystemsDistributed Optimization

    University of California, Davis · Microsoft Research · Analog Devices

  2. Unapologetically Distributed: A Call for Decentralized Document Analysis

    Sep 30, 2026Adrià Molina, Oriol Ramos Terrades, Josep LladósFederated LearningOut-Of-Distribution

    Centre de Visió per Computador Universitat Autònoma de Barcelona Bellaterra, Catalonia · Computer Science Department Universitat Autònoma de Barcelona, Bellaterra, Catalonia

  3. RLX: A Unified Multi-Backend Tensor Compiler and Distributed Runtime in Rust

    Sep 29, 2026Eugene Hauptmann, Nataliya KosmynaDistributed OptimizationCodebases

    Massachusetts Institute of Technology Cambridge, MA, USA

  4. Reactive Real-Time Flow Policies via Asynchronous Distribution Alignment

    Sep 29, 2026Moritz Zoellner, Reece O'Mahoney, Ioannis Havoutis +1Asynchronous ExecutionRobot Policies

    Department of Computer Science, Purdue University · Oxford Robotics Institute, University of Oxford

  5. Before Agents Act: Assurance-Aware Semantic Scheduling for Evidence Acquisition in Distributed Systems

    Sep 28, 2026Jun He, Deying YuSchedulersDistributed Optimization

  6. CoMemBench: Benchmarking Collaborative Memory Boundaries across Multi-Agent Workflow Topologies

    Sep 26, 2026Sen Zhao, Ruiqi Kong, Zuyu Zhang +5Multi-Agent WorkflowsMulti-Agent Coordination

    Academy of Advanced Interdisciplinary Studies, Chongqing University of Posts and Telecommunications, Chongqing, China · School of Artificial Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China · Towngas, China +2

  7. COIN-GP: Cooperative Online Learning in Networked Distributed Systems with Partial Measurements via Gaussian Process Regression

    Sep 17, 2026Zewen Yang, Xiaobing Dai, Zhenxiao Yin +3Gaussian ProcessState Estimation

    Chair of Robotics and Systems Intelligence (RSI), Munich Institute of Robotics and Machine Intelligence (MIRMI), Technical University of Munich (TUM), 80992 Munich, Germany · Technical University of Munich, 80333 Munich, Germany · The Hong Kong University of Science and Technology (Guangzhou) +2

  8. Personalized Federated Hierarchical Gaussian Processes for Privacy-Preserving Modeling of Heterogeneous Distributed Systems

    Sep 16, 2026Xianjian Xie, Hao YanGaussian ProcessDistributed Optimization

    Arizona State University

  9. Learning from Distributed Eyes: Leveraging Collaborative Perception for Automated Model Adaptation

    Sep 16, 2026Yanan Ma, Yihang Tao, Zhengru Fang +4Collaborative PerceptionParameter-Efficient Adaptation

    Hong Kong JC Lab of Smart City and the Department of Computer Science, City University of Hong Kong, Hong Kong, China · School of Data Science, Lingnan University, Tuen Mun, Hong Kong, China · Department of Electrical and Electronic Engineering, University of Hong Kong, Hong Kong, China

  10. Agora: Git as Shared Memory for Collective AutoResearch

    Sep 16, 2026Yifan Zhang, Yunheng Zou, Shaokun Zhang +5CommitsDistributed Optimization

    NVIDIA

  11. GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks

    Sep 8, 2026Yice Luo, Yun Zhu, Xi Chen +7Graph Representation LearningFraud Detection

    Ant Group Hangzhou, China · Nanjing University Nanjing, China

  12. When the Algorithm Becomes the Brand Crisis: A Sociotechnical Theory of Distributed Responsibility and Accountable Transparency

    Sep 1, 2026Mohammad Saleh Torkestani, Taha MansouriAccountabilitySocio-Technical Systems

    University of Exeter, UK · University of Salford, UK

  13. WhiteMatter: All-to-All Cross-Layer Connections via KV Source Mixing

    Aug 19, 2026Wenbo Zhang, Xiang RenTransformer ArchitecturesCross-Layer Interactions

    University of Southern California

  14. CEAA: A Cognitive Embodied Agents Architecture for Interactive Computing Systems

    Aug 10, 2026Aimilios Hadjiliasi, Louis NisiotisEmbodied AgentsCognitive Science

    University of Central Lancashire, Cyprus · InSPIRE Research Center

  15. Theoretical Foundations of Communication-Efficient, Robust, and Practical Distributed and Federated Optimization

    Aug 6, 2026Grigory MalinovskyFederated LearningDecentralized Optimization

    King Abdullah University of Science and Technology Thuwal, Kingdom of Saudi Arabia

  16. Using Non-Lipschitz Signum-based Functions for Distributed Optimization and Machine Learning: Trade-off Between Con-vergence Rate and Optimality Gap

    Aug 2, 2026Mohammadreza Doostmohammadian, Amir Ahmad Ghods, Alireza Aghasi +2Lipschitz ContinuityConvergence

    Faculty of Mechanical Engineering, Semnan University, Semnan, Iran · Department of Electrical Engineering and Computer Science, Oregon State University, Oregon, USA · Institute of Computational Mathematics and Information Technologies, Kazan Federal University, Russia +1

  17. Multi-tenant Kubernetes Use Cases for AI, Secure Computing and Data Services, and More

    Aug 1, 2026Jake Watson, Sadaf R Alam, Christopher Woods +6KubernetesHigh-Performance Computing

  18. OrEdge: Efficient Multi-Modal Anomaly Detection in Distributed Software Systems via Orthogonal-Domain Learning

    Jul 31, 2026Amr M. Zaki, Farhoud Jafari Kaleibar, Honggeun Ji +2Multimodal Anomaly DetectionDistributed Optimization

    School of Engineering, York University, Toronto, ON, Canada.

  19. The AnyLog Edge Data Fabric

    Jul 30, 2026Roy Shadmon, Mark Davidson, Eric Aquaronne +3Edge PlatformsDistributed Optimization

  20. Argonaut: Interactive Visual Exploration for Distributed Optimization

    Jul 30, 2026Srijoni Majumdar, Chuhao Qin, Evangelos PournarasAgentic OptimizationDecentralized Optimization

    School of Computer Science, University of Leeds, Leeds LS2 9JT, UK. · School of Energy Systems, LUT University, 53850 Lappeenranta, Finland

  21. EdgeFaaS: A Function-based Framework for Edge Computing

    Jul 16, 2026Neha Vadnere, Yu-Ting Wang, Yitao Chen +2Edge DevicesIntelligent Edge

    Arizona State University, Tempe, USA

  22. Securing LLMs in the Wild: Privacy and Security Challenges at the Edge

    Jul 13, 2026Ren-Yi Huang, Mingchen Li, Dumindu Samaraweera +1Large Language Model SafetyEdge Platforms

    Department of Electrical and Computer Engineering, University of South Florida · Department of Mathematics, Embry-Riddle Aeronautical University

  23. Resolving Asynchronous Distributed Knowledge

    Jun 30, 2026Philippe Balbiani, Hans van Ditmarsch, Clara LerouvilloisDistributed OptimizationAxiom

    IRIT, CNRS-INP-University of Toulouse · IRIT, CNRS—INPT—UT · IRIT, CNRS-INP-University of Toulouse, IHPST, CNRS-Paris 1 Pantheon Sorbonne +1

  24. Factored Gossip DiLoCo: Reducing Blocking Communication in DiLoCo

    Jun 22, 2026Chamin Hewa Koneputugodage, Thalaiyasingam Ajanthan, Sameera Ramasinghe +7Distributed OptimizationCpu-Gpu Hybrid Designs

    1Pluralis Research

  25. Selective Unit-Cell Actuation in Lattice Structures for Distributed Morphology in Soft Robots

    Jun 17, 2026Trevor Exley, Altair Coutinho, Lucia BeccaiSoft RoboticsActuator

    Soft BioRobotics Perception Lab of the Istituto Italiano di Tecnologia (IIT), Genova 16163, Italy

  26. Quantized Stochastic Primal-Dual Methods for Distributed Optimization under Relaxed Global Geometry

    Jun 9, 2026Susmit Sarkar, Abhinav Raghuvanshi, Kushal Chakrabarti +1Decentralized OptimizationPrimal-Dual Methods

    Indian Institute of Technology Bombay, Mumbai, Maharashtra, India · Tata Consultancy Services Research, Thane, Maharashtra, India

  27. Unifying Local Communications and Local Updates for LLM Pretraining

    Jun 9, 2026Pietro Cagnasso, Eugene Belilovsky, Edouard OyallonLarge Language Model PretrainingGossip

    Concordia University · Mila · CNRS, Sorbonne University

  28. Brief Announcement: Generative Markov Model for Distributed Computing Systems

    Jun 2, 2026Alfreds Lapkovskis, Ali Beikmohammadi, Sindri Magnússon +1Distributed OptimizationMarkov

    Department of Computer and Systems Sciences, Stockholm University, Sweden

  29. Post-Deterministic Distributed Systems: A New Foundation for Trustworthy Autonomous Infrastructure

    Jun 1, 2026Jun He, Deying YuDistributed OptimizationInfrastructure

  30. Don't Let a Few Network Failures Slow the Entire AllReduce

    Jun 1, 2026Peiqing Chen, Jiedong Jiang, Nengneng Yu +4Cpu-Gpu Hybrid DesignsDistributed Optimization

    University of Maryland, College Park · Utrecht University · Kyoto University

  31. Quantum Algorithm for Distributed Reduction of Entanglements (QADR): A Trainable and Simulation-Efficient QML Framework

    May 31, 2026Syed Farhan Ahmad, Gregory T. ByrdVariational Quantum CircuitsQuantum Machine Learning

    Department of ECE, North Carolina State University, Raleigh, North Carolina, USA

  32. A Tight Theory of Error Feedback Algorithms in Distributed Optimization

    May 29, 2026Daniel Berg Thomsen, Adrien Taylor, Aymeric DieuleveutDecentralized OptimizationConvergence

    Inria, D.I. ENS, CNRS, PSL Research University, Paris, France · CMAP, École Polytechnique, Institut Polytechnique de Paris, Palaiseau, France

  33. Does Distributed Training Undermine Compute Governance?

    May 28, 2026Robi RahmanArtificial Intelligence GovernanceDistributed Optimization

    Machine Intelligence Research Institute

  34. SQARL: A Size-Agnostic Reinforcement Learning approach for Circuit Allocation in Distributed Quantum Architectures

    May 26, 2026Víctor Carballo, Júlia López-Closa, Mario MartinQuantum ProcessorDistributed Optimization

    Computer Science Department, Universitat Polit`ecnica de Catalunya - BarcelonaTech (UPC) · High Performance Artificial Intelligence group, Barcelona Supercomputing Center.

  35. PrivFusion: A Privacy-preserving Multi-Agent Framework for Harmonizing Distributed Datasets

    May 22, 2026Anisa Halimi, Liubov Nedoshivina, Kieran Fraser +1Federated LearningDistributed Optimization

    IBM Research Dublin, Ireland

  36. Optimal Design Framework for Distributed Array Using Magnetically-Actuated Satellite Swarm

    May 22, 2026Seang Shim, Yuta Takahashi, Naoto Usami +1Reconfigurable Intelligent SurfacesOptimal Design

    The Graduate University for Advanced Studies, Sagamihara, Kanagawa 252-5210, Japan · Institute of Science Tokyo, Tokyo 152-8550, Japan · Interstellar Technologies Inc., Hiroo, Hokkaido 089-2113, Japan +1

  37. A Prototyping Framework for Distributed Control of Multi-Robot Systems

    May 14, 2026Junaid Ahmed Memon, Allan Andre Do Nascimento, Kostas Margellos +1Multi-Robot SystemsDistributed Optimization

    Department of Engineering Science, University of Oxford, UK

  38. A Fast and Energy-Efficient Latch-Based Memristive Analog Content-Addressable Memory

    May 12, 2026Paul-Philipp Manea, Aishwarya Natarajan, Jim Ignowski +2Reram CrossbarAnalog

    PGI-14, Forschungszentrum Jülich, Jülich, Germany · RWTH Aachen University, Aachen, Germany · Hewlett Packard Enterprise, Fort Collins, CO, USA

  39. Towards Distributed Inference of LLMs on a P2P Network

    May 7, 2026Shabari S Nair, Krishanu SainiLLM Inference OptimizationPeer-To-Peer

    Department of Computer Science, The University of Texas at Austin.

  40. Split over nn resource sharing problem: Are fewer capable agents better than many simpler ones?

    Apr 29, 2026Karthik Soma, Mohamed S. Talamali, Genki Miyauchi +3Multi-Agent CommunicationStrategic Agents

    MIST lab, École Polytechnique de Montréal, Montreal, Canada · School of Electrical and Electronic Engineering, The University of Sheffield, Sheffield, UK · Department of Computer and Information Science, University of Konstanz, Konstanz, Germany +1

  41. Large-Scale Data Parallelization of Product Quantization and Inverted Indexing Using Dask

    Apr 23, 2026Ashley N. Abraham, Andrew Strelzoff, Haley R. Dozier +2Approximate Nearest-Neighbor SearchVector Database

    Information Technology Laboratory, U.S Army Engineer Research and Development Center, Vicksburg, MS, USA · Environmental Laboratory, U.S Army Engineer Research and Development Center,2026 Vicksburg, MS, USA

  42. Decoupled DiLoCo for Resilient Distributed Pre-training

    Apr 23, 2026Arthur Douillard, Keith Rush, Yani Donchev +14Distributed OptimizationCpu-Gpu Hybrid Designs

    1Google DeepMind · 2Google Research

  43. Time, Causality, and Observability Failures in Distributed AI Inference Systems

    Apr 23, 2026Ankur Sharma, Deep Shah, David Lariviere +1Agentic InferenceDistributed Optimization

    Unified Intelligent Infrastructure workstream at the Open Compute Project (OCP)

  44. A Delta-Aware Orchestration Framework for Scalable Multi-Agent Edge Computing

    Apr 22, 2026Samaresh Kumar Singh, Joyjit RoyIntelligent EdgeDistributed Optimization

    Independent Researcher · Leander, Texas · Austin, Texas

  45. Privatar: Scalable Privacy-preserving Multi-user VR via Secure Offloading

    Apr 19, 2026Jianming Tong, Hanshen Xiao, Krishna Kumar Nair +5Virtual RealityPrivacy-Preserving Framework

    Georgia Institute of Technology, Atlanta, Georgia, USA · Massachusetts Institute of Technology, Cambridge, Massachusetts, USA · Google, Mountain View, California, USA +4

  46. Scalable AI-assisted Workflow Management for Detector Design Optimization Using Distributed Computing

    Mar 31, 2026Derek Anderson, Amit Bashyal, Markus Diefenthaler +13Distributed OptimizationAgentic Workflows

    Thomas Jefferson National Accelerator Facility, Newport News, Virginia, USA · Brookhaven National Laboratory, Upton, New York, USA · William & Mary, Williamsburg, Virginia, USA +3

  47. Decentralized Orchestration Architecture for Fluid Computing: A Secure Distributed AI Use Case

    Mar 12, 2026Diego Cajaraville-Aboy, Ana Fernández-Vilas, Rebeca P. Díaz-Redondo +2Distributed OptimizationOrchestration

    atlanTTic Research Center – ICLAB – Universidade de Vigo, Vigo, 36310, Spain

  48. Resilient by Design -- Active Inference for Distributed Continuum Intelligence

    Nov 10, 2025Praveen Kumar Donta, Alfreds Lapkovskis, Enzo Mingozzi +1ResilienceDistributed Optimization

    Department of Computer Systems and Sciences, Stockholm University, Stockholm 164 25, Sweden. · Department of Information Engineering, University of Pisa, Pisa, Italy. · Distributed Systems Group, TU Wien, Vienna 1040, Austria and ICREA Barcelona 08002, Spain