Peak Memory

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54 papers in the last four weeks, up 157% on the four weeks before. 0.5% of all new papers.

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  1. ipc_shared_ptr: A Publish/Subscribe-Aware Smart Pointer for Cross-Process Object Lifetime Management

    May 5, 2026Takahiro Ishikawa-Aso, Atsushi Yano, Koichi Imai +2Robot Operating SystemShared Control

    The University of Tokyo, Japan · Saitama University, Japan · TIER IV Incorporated, Japan

  2. MEMTIER: Tiered Memory Architecture and Retrieval Bottleneck Analysis for Long-Running Autonomous AI Agents

    May 5, 2026Bronislav Sidik, Lior RokachLong-Term Agent MemoryPeak Memory

    Institute for Applied AI Research · Faculty of Computer and Information Science · Ben-Gurion University of the Negev, Beer Sheva, Israel

  3. CERSA: Cumulative Energy-Retaining Subspace Adaptation for Memory-Efficient Fine-Tuning

    May 5, 2026Jingze Ge, Xue Geng, Yun Liu +6Parameter-Efficient Fine-Tuning MethodsPretraining

    National University of Singapore · Institute for Infocomm Research (I2R), A*STAR · Nankai University +1

  4. OptiLookUp: An Optical ROM-Based Lookup Table Engine for Photonic Accelerators

    May 5, 2026Ankur Singh, Akhilesh JaiswalPhotonic Transformer AcceleratorsPeak Memory

    Department of Electrical and Computer Engineering, University of Wisconsin–Madison, Madison, WI, USA

  5. Safeguarding LLM Agents against Long-Horizon Threats via Shadow Memory

    May 4, 2026Yuhui Wang, Tanqiu Jiang, Jiacheng Liang +2Multi-Llm AgentsLarge Language Model Agents

    Stony Brook University USA · Cisco Systems USA

  6. MemORAI: Memory Organization and Retrieval via Adaptive Graph Intelligence for LLM Conversational Agents

    May 2, 2026Hung Pham Van, Nguyen Manh Hieu, Khang Pham Tran Tuan +4Graph-Structured MemoriesPeak Memory

    1Independent Researcher · 2Hanoi University of Science and Technology · 3VNU University of Engineering and Technology +1

  7. Visual Implicit Autoregressive Modeling

    May 2, 2026Pengfei Jiang, Jixiang Luo, Luxi Lin +2Visual Autoregressive ModelsAutoregressive Image Generation

    Institute of Artificial Intelligence (TeleAI), China Telecom · Xiamen University

  8. MemRouter: Memory-as-Embedding Routing for Long-Term Conversational Agents

    May 1, 2026Tianyu Hu, Weikai Lin, Weizhi Zhang +2Peak MemoryAutoregressive Language Models

    University of Central Florida · University of Rochester · University of Illinois at Chicago +1

  9. From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction

    Apr 30, 2026Alex Petrov, Alexander Gusak, Denis Mukha +1Agentic MemorySemantic Memory

    1xmemory

  10. Contextual Agentic Memory is a Memo, Not True Memory

    Apr 30, 2026Binyan Xu, Xilin Dai, Kehuan ZhangAgentic MemoryMemo

    The Chinese University of Hong Kong, Hong Kong, China · Zhejiang University, Hangzhou, China

  11. Autoformalizing Memory Specifications with Agents

    Apr 30, 2026Jan Ole Ernst, Dmitri Michelangelo Saberi, Derek Christ +6Chip DesignAutoformalization

    Normal Computing · Fraunhofer Institute for Experimental Software Engineering (IESE), Kaiserslautern, Germany · University of Würzburg, Germany

  12. A High-Throughput Compute-Efficient POMDP Hide-And-Seek-Engine (HASE) for Multi-Agent Operations

    Apr 29, 2026Timothy Flavin, Sandip SenPartially Observable Markov Decision ProcessSingle-Agent

  13. QFlash: Bridging Quantization and Memory Efficiency in Vision Transformer Attention

    Apr 28, 2026Sehyeon Oh, Yongin Kwon, Jemin LeeBlock Sparse Flash AttentionQuantized

    University of Science and Technology, Daejeon, Republic of Korea · Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea · Pusan National University, Busan, Republic of Korea +1

  14. ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems

    Apr 26, 2026Alexander BeringPeak MemoryArtificial Intelligence Systems

    Zensation AI

  15. Graph Memory Transformer (GMT)

    Apr 26, 2026Nicola Zanarini, Niccolò Ferrari, Evelina LammaMultiplex Graph TransformersTransformer Encoder

    Bonfiglioli Engineering s.r.l. · Department of Engineering, University of Ferrara, Via Saragat 1, 44122 Ferrara, Italy · NAIS s.r.l., Via Maria Callas 4, 40131 Bologna, Italy

  16. Score-Repellent Monte Carlo: Toward Efficient Non-Markovian Sampler with Constant Memory in General State Spaces

    Apr 24, 2026Jie Hu, Lingyun Chen, Geeho Kim +3Markovian SamplingMonte Carlo

    CSE, Oakland University, Rochester, USA · ECE, North Carolina State University, Raleigh, USA · ECE +2

  17. Shard the Gradient, Scale the Model: Serverless Federated Aggregation via Gradient Partitioning

    Apr 23, 2026Amine BarrakFederated LearningShard

    Department of Computer Science and Engineering, Oakland University, Rochester, MI 48309, USA

  18. StructMem: Structured Memory for Long-Horizon Behavior in LLMs

    Apr 23, 2026Buqiang Xu, Yijun Chen, Jizhan Fang +5Graph-Structured MemoriesLong-Term Memory

    Zhejiang University · Zhejiang University - Ant Group Joint Laboratory of Knowledge Graph · Ant Group

  19. Mesh Memory Protocol: Semantic Infrastructure for Multi-Agent LLM Systems

    Apr 21, 2026Hongwei XuMulti-Agent Large Language Model SystemsPeak Memory

  20. WorldDB: A Vector Graph-of-Worlds Memory Engine with Ontology-Aware Write-Time Reconciliation

    Apr 20, 2026Harish Santhanalakshmi GanesanTemporal Knowledge GraphsPeak Memory

    Independent Researcher

  21. Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation

    Apr 20, 2026Yanjun Guo, Zhengqiang Zhang, Pengfei Wang +3Video GenerationSpatio-Temporal Attention

    The Hong Kong Polytechnic University · OPPO Research Institute

  22. PRISM: Probing Reasoning, Instruction, and Source Memory in LLM Hallucinations

    Apr 18, 2026Yuhe Wu, Guangyu Wang, Yuran Chen +6Large Language Model HallucinationHallucination Detection

    HKUST(GZ) · NYUSH · DUFE +2

  23. KAIROS: Stateful, Context-Aware Power-Efficient Agentic Inference Serving

    Apr 17, 2026Yichao Yuan, Mosharaf Chowdhury, Nishil TalatiAgentic InferencePeak Memory

    University of Illinois, Urbana Champaign Urbana, IL, USA · University of Michigan Ann Arbor, MI, USA

  24. A Wasserstein Geometric Framework for Hebbian Plasticity

    Apr 17, 2026Ulrich TanSynaptic PlasticityPlasticity

  25. Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents

    Apr 17, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +4Large Language Model AgentsLong-Term Agent Memory

    AWS Generative AI Innovation Center · HSBC Holdings Plc., HSBC Technology Center, China.

  26. PINNACLE: An Open-Source Computational Framework for Classical and Quantum PINNs

    Apr 17, 2026Shimon Pisnoy, Hemanth Chandravamsi, Ziv Chen +4Parametric Physics-Informed Neural NetworkPeak Memory

    †Faculty of Mechanical Engineering, Technion Israel Institute of Technology, Haifa, Israel. · ‡Corresponding author. · §The Andrew and Erna Viterbi Faculty of Electrical & Computer Engineering, Technion Israel Institute of Technology, Haifa, Israel. +2

  27. MemoSight: Unifying Context Compression and Multi Token Prediction for Reasoning Acceleration

    Apr 16, 2026Xinyu Liu, Xin Liu, Bo Jin +8Multi-Token PredictionReasoning Benchmark

    School of Computer Science and Engineering, Northeastern University, China · Meituan Inc. · NiuTrans Research, Shenyang, China

  28. KV Cache Offloading for Context-Intensive Tasks

    Apr 9, 2026Andrey Bocharnikov, Ivan Ermakov, Denis Kuznedelev +2Kv-Cache ManagementEfficient Long-Context Inference

    HSE, Yandex · Yandex · Yandex, NSU

  29. Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference

    Apr 8, 2026Quantong Qiu, Zhiyi Hong, Yi Yang +5LLM Inference OptimizationSparsity

    School of Computer Science and Technology, Soochow University · Baidu Inc, China

  30. APEX-EM: Non-Parametric Online Learning for Autonomous Agents via Structured Procedural-Episodic Experience Replay

    Mar 31, 2026Pratyay Banerjee, Masud Moshtaghi, Ankit ChadhaPeak MemoryAutonomous Agents

    Amazon, AGI / Sunnyvale, USA

  31. FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation

    Mar 10, 2026Yinpeng Wu, Yitong Chen, Lixiang Wang +3LLM Inference OptimizationDevice

    Institute of Parallel and Distributed Systems, Shanghai Jiao Tong University

  32. Evaluating Memory Structure in LLM Agents

    Feb 11, 2026Alina Shutova, Alexandra Olenina, Ivan Vinogradov +1Agentic MemoryLarge Language Model Agents

    HSE University · Yandex · YSDA +1

  33. StackPlanner: A Centralized Hierarchical Multi-Agent System with Task-Experience Memory Management

    Jan 9, 2026Ruizhe Zhang, Xinke Jiang, Zhibang Yang +12Global CoordinationPlanner Agent

    School of Computer Science, Peking University, Beijing, China · 2National Engineering Research Center for Software Engineering, Peking University, Beijing, China · 3Key Laboratory of High Confidence Software Technologies, Ministry of Education, Beijing, China +5

  34. Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction

    Jan 8, 2026Muzhao Tian, Zisu Huang, Xiaohua Wang +8Interaction HistoryPeak Memory

    College of Computer Science and Artificial Intelligence, Fudan University Shanghai Key Laboratory of Intelligent Information Processing

  35. Vulcan: Instance-specialized, Verifiable Systems Heuristics Through LLM-driven Search

    Dec 31, 2025Rohit Dwivedula, Divyanshu Saxena, Sujay Yadalam +3Large Language Models(LlmsHeuristics

    The University of Texas at Austin Austin, TX, USA

  36. Memory-Efficient FastText: A Comprehensive Approach Using Double-Array Trie Structures and Mark-Compact Memory Management

    Jun 2, 2025Yimin DuUnigram TokenizerToken Embeddings

    Independent Researcher Beijing, China

  37. Sionna RT: Technical Report

    Apr 30, 2025Fayçal Aït Aoudia, Jakob Hoydis, Merlin Nimier-David +3Radio Map EstimationRaymap-Induced Geometry

  38. LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers

    Feb 20, 2025Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev +4Efficient Long-Context InferenceToken-Level Uncertainty

    AIRI · Skoltech · Lomonosov Moscow State University +1

  39. XConv: Low-memory stochastic backpropagation for convolutional layers

    Jun 13, 2021Anirudh Thatipelli, Jeffrey Sam, Mathias Louboutin +3ConvolutionalBackpropagation

    University of Central Florida · Rice University · DevitoCodes Ltd +2