Reuse

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10 papers in the last 28 days · 0.2% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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ExperienceSkill EvolutionReusable SkillsReusable Agent SkillsProcedural KnowledgeUnsupervised Skill DiscoveryAgent Skill EcosystemsExperience-Driven Learning

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Period ending 2026-09-21

5 new papers

A weekly snapshot of new work published in Reuse.

Period ending 2026-09-14

6 new papers

A weekly snapshot of new work published in Reuse.

62 papers

Latest in Reuse

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  1. From Parameters to Behaviors: A Survey of Model Fusion for Large Language Models

    Sep 17, 2026Shuo Cai, Yanggan Gu, Zihao Wang +8Temporal Fusion TransformerReuse

  2. GraphPoint: Semantic Entity Graphs and Point Trajectories for Compositional Robot Manipulation

    Sep 16, 2026Kang Luo, Hesheng WangInteraction TrajectoriesLong-Horizon Tasks

  3. Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents

    Sep 15, 2026Bofan Chen, Boxuan Zhang, Fei Tang +7Graphical User Interface AgentsGraphical User Interface

  4. Shared-Prefix KV Reuse Across Standard LoRA Adapters: Quality and Serving Tradeoffs

    Sep 15, 2026Dushyant RajputKey-Value CacheLow-Rank Adaptation Adapters

  5. EMR: Self-Evolving Medical Multi-Agent System via Experience Mining and Reuse

    Sep 14, 2026Dongsheng Shi, Yue Li, Xin Yi +1Clinical ReasoningMulti-Agent Systems

  6. Assessing the Reusability of Public Speech Resources for Low-Resource Languages: A Central Kurdish Case Study

    Sep 11, 2026Hiwa AsadpourLibrispeechLow-Resource Languages

  7. Storage-Scalable Progressive Semantic Communication via Knowledge-Base Reuse

    Sep 9, 2026Heng Zhu, Ye Liu, Kun Zhu +1Extreme Low-Bit QuantizationSemantic Communications

  8. Procedural Memory Under Change: Reuse and Interference in Controlled Web Tasks

    Sep 9, 2026Yanze CaoProcedural KnowledgeInterference

  9. A Universal Context-Reuse Layer for Cross-Model KV Sharing

    Aug 31, 2026Yi Li, Dongming Jiang, Yi Zhao +1Kv-Cache BlocksKey-Value

  10. pro-team at LLMs4OL 2026 Tasks Flagship and Reuse: Retrieval-Augmented Generation and Vocabulary-Constrained Filtering for Ontology Learning

    Aug 27, 2026Shivam Mishra, Dhannu Ram Meena, Muneendra Ojha +2OntologyTaxonomy

  11. Beyond Retrieval: Query-Conditioned Reuse of Long-Horizon Agent Trajectories

    Aug 13, 2026Yifei Li, Heng Wang, Lingling Zhang +5ReuseTrajectory Prediction

  12. SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure

    Aug 11, 2026Xiaofan Bai, Hongqiang Lin, Chao Liu +4Self-Evolving AgentsContext Compression

  13. Neural Introspection Gating for Adaptive KV-Cache Reuse in Vision-Language-Action Models

    Aug 11, 2026Zhijie Wu, Kento Kawaharazuka, Kei OkadaCacheVisual Tokens

  14. What Keeps Agent Skills from Being Reusable? Evidence from 138K SKILL.md Files

    Aug 9, 2026Chi Zhang, Yimin Liu, Xinze Chen +1Reusable Agent SkillsReuse

  15. SkillTrace: Multi-Trace Provenance Auditing for LLM-Agent Skill Reuse

    Aug 5, 2026Jialuo Chen, Minghe Wang, Lingqi Jiang +7Reuse

  16. Beyond Representational Similarity: Source-Conditioned Description-Length Gain for Generative Plagiarism Detection and Candidate Source Reranking

    Aug 4, 2026Peijia Guo, Wenxuan Xie, ZiGuang Li +1Machine-Generated Text DetectionReranking

  17. Recompute or Reuse? Diagnosing and Mitigating Textual Shortcuts in VLM Self-Reflection

    Aug 3, 2026Wenxiao Fan, Jingling Fu, Fang Li +9Visual EvidenceReuse

  18. Practice Makes Policies: Bootstrapping and Consolidating Robotic Capabilities from Zero Human Demonstrations

    Jul 29, 2026Jialiang Li, Yuhan Wang, Haojun Li +5Human-To-Robot TransferManipulation

  19. Instruction-Tuned Models Locally Reuse Human Syntax More Than Humans Do

    Jul 28, 2026Zandi EberstadtInstruction-Tuned ModelsSyntactic Structure

  20. AllocBench: Measuring Online Tool Allocation Capability in LLM Agents

    Jul 25, 2026Daniel Wang, Andrew XuLarge Language Model AgentsQwen3

  21. Occlusion-Point Reuse for Ray-Traced Ambient Occlusion and Shadow

    Jul 25, 2026Haojie Jin, Fujia Su, Zehui Lin +9Geometry-Aware Ray CastingDiverse Occlusion-And-Revelation Scenarios

  22. Recycling computational processes of dynamic programming for combinatorial optimization problems: a reservoir computing approach

    Jul 25, 2026Sora Todaka, Akihiro Yamamoto, Nozomi AkashiCombinatorial OptimizationReservoir Computing

  23. AgentTrails: Towards Trust and Reuse for Agentic Tasks

    Jul 21, 2026Eden Wu, Sonia Castelo, Yurong Liu +2Action TracesContent Provenance

  24. AgentFAIR: A Multi-Agent Collaborative Framework for FAIRness Evaluation of Geospatial Datasets

    Jul 17, 2026Ming Chen, Pranav PaiGeospatialLarge Language Model Evaluation

  25. DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse

    Jul 17, 2026Yuyang Chen, Runxin Zhong, Zan Zong +3Multimodal Diffusion TransformersParallel

  26. Rank-Conditioned Sample Reuse for the Plackett--Luce Best-of-KK Objective

    Jul 13, 2026Melveena Jolly, Midhun XavierImportance SamplingTop-K

  27. From ambiguous utterances to governed reuse classes: canonicalization, quotient invariance, and conditional decidability

    Jul 11, 2026Cosimo Spera, Ray GarciaReuseComputable

  28. Shared Selective Persistent Memory for Agentic LLM Systems

    Jul 10, 2026Sanjana Pedada, Aditya Dhavala, Neelraj PatilReuseReasoning Traces

  29. EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

    Jul 6, 2026Xingze Gao, Chuanrui Hu, Hongda Chen +9Self-Evolving AgentsAgentic Benchmarks

  30. Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training

    Jul 6, 2026Jingwei Zuo, Cong Zeng, Ilyas Chahed +6Large ModelsMemorization

  31. Predict, Reuse, and Repair: Accelerating Dynamic Sparse Attention for Long-Context LLM Decoding

    Jun 29, 2026Tianyu Wang, Gourav Rattihalli, Aditya Dhakal +4Dynamic Sparse AttentionEfficient Long-Context Inference

  32. Offline Multi-agent Continual Cooperation via Skill Partition and Reuse

    Jun 24, 2026Yuchen Xiao, Lei Yuan, Ruiqi Xue +2Unsupervised Skill DiscoveryMulti-Agent Reinforcement Learning

  33. Kamera: Unified Position-Invariant Multimodal KV Cache for Training-Free Reuse

    Jun 22, 2026Bole Ma, Jan Eitzinger, Harald Koestler +1CacheReuse

  34. Is Agent Code Less Maintainable Than Human Code?

    Jun 19, 2026Shaswat Patel, Betty Li Hou, Arun Purohit +4Coding AgentsAgent Framework

  35. From Reasoning Traces to Reusable Modules: Understanding Compositional Generalization in Language Model Reasoning

    Jun 16, 2026Lingjing Kong, Xin Liu, Guangyi Chen +9Large Language Model ReasoningReasoning Traces

  36. BRICKS-WM: Building Reusability via Interface Composition Kinetics for Structured World Models

    Jun 15, 2026Shaowei Zhang, Jiahan Cao, Xunlan Zhou +2World ModelsLatent Dynamics

  37. Measuring language complexity from hierarchical reuse of recurring patterns

    Jun 10, 2026Junyi Zhou, Rui Liu, Pengyu Liu +1Model ComplexityLadder

  38. What Should a Skill Remember? Quality--Cost Trade-offs in Cost-Aware Skill Rewriting for Language Model Agents

    Jun 8, 2026Qinghua Xing, Yinda Chen, Yaping Jin +6Reusable Agent SkillsLarge Language Model Agents

  39. Semantic Cache Distillation: Efficient State Transfer via Reuse and Selective Patching

    Jun 5, 2026Qianli Ma, Zhiqing Tang, Hanshuai Cui +2Key-ValueLow-Latency Systems

  40. AdaPLD: Adaptive Retrieval and Reuse for Efficient Model-Free Speculative Decoding

    Jun 4, 2026Runheng Liu, Jincheng Xie, Wen Hu +2Speculative DecodingReuse

  41. Shape Your Body: Value Gradients for Multi-Embodiment Robot Design

    May 30, 2026Nico Bohlinger, Jan PetersGeneralizable Robotic ManipulationsValue Functions

  42. Rethinking Memory as Continuously Evolving Connectivity

    May 27, 2026Jizhan Fang, Buqiang Xu, Zhixian Wang +12Agent MemoryAgentic Control

  43. CIRF: Tokenizing Chain-of-Thoughts into Reusable Functional Units for Efficient Latent Reasoning in Large Language Models

    May 27, 2026Yukyung Lee, Yumeng Shen, Jinhyeong Park +2Efficient Latent ReasoningEfficient Chain-Of-Thought Reasoning

  44. Grounded Cache Routing for Retrieval-Augmented Generation: When Is It Safe to Reuse an Answer?

    May 26, 2026Syed Huma ShahRetrieval-Augmented Generation SystemsReuse

  45. Don't Retrain, Just Reuse: Recovering Dual-Target Molecules from Single-Target Diffusion Models

    May 25, 2026Qingyuan Zeng, Pengxiang Cai, Zixin Guan +5Drug-Drug InteractionsReuse

  46. Tetris: Tile-level Sampling for Efficient and High-Fidelity Video Object Tracking

    May 25, 2026Chanwut Kittivorawong, Alena Chao, Charlie Si +1Multi-Object TrackingVideo Dataset

  47. Towards Multi-Turn Dialog Systems for Industrial Asset Operations and Maintenance

    May 24, 2026Chengrui Li, Rujing Li, Yitong Bai +1Multi-Turn Tool-Use AgentMulti-Agent Systems

  48. From One-Pass SGD to Data Reuse: Mini-Batch Scaling Laws in Sketched Linear Regression

    May 23, 2026Ziyan Chen, Zhongzhu Zhou, Ding-Xuan ZhouMini-Batch Stochastic Gradient DescentStochastic Gradient Descent

  49. When to Stop Reusing: Dynamic Gradient Gating for Sample-Efficient RLVR

    May 19, 2026Yuchun Miao, Sen Zhang, Yuqi Zhang +4Reinforcement Learning With Verifiable RewardVerifiable Rewards

  50. Neurodata Without Boredom: Benchmarking Agentic AI for Data Reuse

    May 12, 2026Ling-Qi Zhang, Kristin BransonArtificial Intelligence ScientistsReproducibility

  51. A Prompt-Aware Structuring Framework for Reliable Reuse of AI-Generated Content in the Agentic Web

    May 10, 2026Shusaku Egami, Masahiro HamasakiAi-GeneratedModular Agentic Framework

  52. How Much Do Circuits Tell Us? Measuring the Consistency and Specificity of Language Model Circuits

    May 8, 2026Michael Li, Nishant SubramaniMechanistic InterpretabilityCircuits

  53. Towards Distributed Inference of LLMs on a P2P Network

    May 7, 2026Shabari S Nair, Krishanu SainiLLM Inference EfficiencyCache

  54. Transformers with Selective Access to Early Representations

    May 5, 2026Skye Gunasekaran, Téa Wright, Rui-Jie Zhu +1Transformer ArchitecturesEarly Layers

  55. VLMaxxing through FrameMogging Training-Free Anti-Recomputation for Video Vision-Language Models

    May 5, 2026JF Bastien, Sam D'AmicoVideo-Language ModelsReuse

  56. Measuring research data reuse in scholarly publications using generative artificial intelligence: Open Science Indicator development and preliminary results

    Apr 30, 2026Lauren Cadwallader, Iain Hrynaszkiewicz, parth sarin +1Real Datacite DoisAcademic Papers

  57. When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding?

    Apr 29, 2026Tianyu Liu, Yuhao Shen, Xinyi Hu +8Speculative DecodingKv-Cache Blocks

  58. TSN-Affinity: Similarity-Driven Parameter Reuse for Continual Offline Reinforcement Learning

    Apr 28, 2026Dominik Żurek, Kamil Faber, Marcin Pietron +2Offline Reinforcement LearningEfficient Continual Learning

  59. Lever: Inference-Time Policy Reuse under Support Constraints

    Apr 22, 2026Ihor Vitenko, Noha Ibrahim, Sihem Amer-YahiaInference-Time ControlReuse

  60. State Transfer Reveals Reuse in Controlled Routing

    Apr 20, 2026Yanzhen Lu, Zhicheng Qian, Muchen Jiang +1One-Shot RoutingCross-Task Knowledge Transfer