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38 papers in the last four weeks, up 23% on the four weeks before. 0.4% of all new papers.

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  1. OCR-Memory: Optical Context Retrieval for Long-Horizon Agent Memory

    Apr 29, 2026Jinze Li, Yang Zhang, Xin Yang +5HistoryToken Budget Allocation

    The University of Hong Kong · University of North Texas · University of Tsukuba +1

  2. Budget-Constrained Causal Bandits: Bridging Uplift Modeling and Sequential Decision-Making

    Apr 28, 2026Abhirami PillaiAdsTreatment Allocation

    utdallas

  3. Auditing Marketing Budget Allocation with Hindsight Regret

    Apr 28, 2026Nilavra Pathak, Olivier Jeunen, Eric LambertToken Budget AllocationModel Auditing

    Expedia Group · New York, USA · aampe +2

  4. Dual-Track CoT: Budget-Aware Stepwise Guidance for Small LMs

    Apr 27, 2026Sagnik Chatterjee, Atharva Patil, Sricharan RameshLLM Reasoning StrategiesSmall Large Language Models

  5. Spend Less, Fit Better: Budget-Efficient Scaling Law Fitting via Active Experiment Selection

    Apr 24, 2026Sijie Li, Shanda Li, Haowei Lin +3Bayesian Experimental DesignScaling Laws

    Peking University · Carnegie Mellon University · Datadog

  6. Adaptive Head Budgeting for Efficient Multi-Head Attention

    Apr 24, 2026Bilal Faye, Abdoulaye Mbaye, Hanane Azzag +1Multi-Head AttentionTransformer Architectures

  7. RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment

    Apr 24, 2026Yingfeng Luo, Hongyu Liu, Dingyang Lin +6Large Language Model RoutingTranslation Quality

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

  8. Tool Attention Is All You Need: Dynamic Tool Gating and Lazy Schema Loading for Eliminating the MCP/Tools Tax in Scalable Agentic Workflows

    Apr 23, 2026Anuj Sadani, Deepak KumarModel Context ProtocolGating

  9. LKV: End-to-End Learning of Head-wise Budgets and Token Selection for LLM KV Cache Eviction

    Apr 22, 2026Enshuai Zhou, Yifan Hao, Chao Wang +7Key-Value Cache CompressionLarge Language Model Compression

    University of Science and Technology of China, Hefei, China · State Key Lab of Processors, Institute of Computing Technology, CAS, Beijing, China · University of Chinese Academy of Sciences, Beijing, China

  10. Energy-Based Open-Set Active Learning for Object Classification

    Apr 22, 2026Zongyao Lyu, William J. BeksiPool-Based Active LearningActive Learning

    The University of Texas at Arlington, Arlington TX 76019, USA

  11. Budgeted Online Influence Maximization

    Apr 21, 2026Pierre Perrault, Jennifer Healey, Zheng Wen +1Influence FunctionAds

    Adobe Research, San Jose, CA · ENS Paris-Saclay · DeepMind +1

  12. GRASPrune: Global Gating for Budgeted Structured Pruning of Large Language Models

    Apr 21, 2026Ziyang Wang, Jiangfeng Xiao, Chuan Xiao +3Large Language Model CompressionUnstructured Pruning

    Beijing Institute of Technology, Zhuhai · Shenzhen University · Osaka University

  13. R&F-Inventory: A Large-Scale Dataset for Monotonic Inventory Estimation in Reach and Frequency Advertising

    Apr 18, 2026Yunshan Peng, Ji Wu, Wentao Bai +6AdsInventory Control

    Kuaishou Technology, Beijing, China

  14. VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models

    Apr 16, 2026Huawei Ji, Yuanhao Sun, Yuan Jin +4Visual Token PruningRecent Vision-Language Models

    Shanghai Jiao Tong University, Shanghai, China · University of Edinburgh, Edinburgh, UK

  15. Query Lower Bounds for Diffusion Sampling

    Apr 12, 2026Zhiyang Xun, Eric PriceDiffusion SamplingOptimal Sample Complexity

    UT Austin

  16. HiAP: A Multi-Granular Stochastic Auto-Pruning Framework for Vision Transformers

    Mar 12, 2026Andy Li, Aiden Durrant, Milan Markovic +1Self-Supervised Vision TransformersVision Transformer

    School of Natural and Computing Sciences, University of Aberdeen · School of Computing Sciences, University of East Anglia · Department of Physics and Technology, UiT The Arctic University of Norway

  17. ShardMemo: Scope-Before-Routing for Agentic Memory Retrieval

    Jan 29, 2026Yang Zhao, Chengxiao Dai, Mengying Kou +2Agentic MemoryRetrievers

    Anonymous

  18. More Bang for the Buck: Improving the Inference of Large Language Models at a Fixed Budget using Reset and Discard (ReD)

    Jan 29, 2026Sagi Meir, Tommer D. Keidar, Noam Levi +2LLM Inference OptimizationToken Budget Allocation

    School of Chemistry, Tel Aviv University, Tel Aviv 6997801, Israel · The Center for Physics and Chemistry of Living Systems, Tel Aviv University, Tel Aviv 6997801, Israel · School of Physics and Astronomy, Tel Aviv University, Tel Aviv 6997801, Israel +1

  19. Nonnegative matrix factorizations and related compositional models: Equivalence, identifiability, and an application on the grain-size analysis of sediments

    Dec 25, 2025Qianqian Qi, Peter G. M. van der Heijden, Maarten A. PrinsNonnegative Matrix FactorizationIdentifiability

    Hangzhou Dianzi University, China · Utrecht University, the Netherlands · University of Southampton, UK +1

  20. FuseSampleAgg: One-Pass Neighborhood Estimation for Budgeted Knowledge-Graph Refresh and Validation

    Nov 17, 2025Aleksandar Stanković, Haoran Du, Xinming WangSubgraphsKnowledge Graph Embeddings

    University of Novi Sad, Novi Sad, Serbia · Shanghai Key Lab of Intelligent Information Processing,2026 College of Computer Science and Artificial Intelligence, Fudan University, China · Institute of Automation, Chinese Academy of Sciences, China

  21. BudgetMem: Training-Free Selective Memory for Cost-Efficient Long-Context Processing in Language Models

    Nov 7, 2025Chandra Vamsi Krishna Alla, Harish Naidu Gaddam, Manohar Kommi +1Large Language Model MemoryEfficient Long-Context Inference

    University of Texas at Arlington

  22. Managing Self-Learning Experts under Per-Round Budget Constraints

    Oct 26, 2025Ilgam Latypov, Alexandra Suvorikova, Alexey Kroshnin +2Stochastic Multi-Armed BanditsSequential Decision Making

    AI Center, Lomonosov Moscow State University MSU Institute for Artificial Intelligence Moscow, Russia · Weierstrass Institute for Applied Analysis and Stochastics Berlin, Germany · IITP RAS Moscow, Russia +1

  23. BALF: Budgeted Activation-Aware Low-Rank Factorization for Fine-Tuning-Free Model Compression

    Sep 29, 2025David González-MartínezLow-Rank StructureData Compression Methods

    Department of Computer Science and Artificial Intelligence, Universidad de Sevilla · Tübingen AI Center

  24. Access Paths for Efficient Ordering with Large Language Models

    Aug 30, 2025Fuheng Zhao, Jiayue Chen, Yiming Pan +7Order MattersOrder

    1Snowflake Inc. · University of Chicago · 3UC Los Angeles +1

  25. Plan-Driven Adaptive Bidding for First-Price Auctions with Budget Constraints under Nonstationarity

    May 5, 2025Yige Wang, Jiashuo JiangFirst-Price AuctionsToken Budget Allocation

    Department of Industrial Engineering & Decision Analytics, Hong Kong University of Science and Technology

  26. Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement

    Jun 9, 2024Ahmed AttiaBayesian Experimental DesignBlack-Box Optimization

    Mathematics and Computer Science Division, Argonne National Laboratory, Lemont, IL, USA

  27. Robust Budget Pacing with a Single Sample

    Feb 3, 2023Santiago Balseiro, Rachitesh Kumar, Vahab Mirrokni +2First-Price Auctions\Widetilde{\Mathcal{O}}(\Sqrt{T})$ Regret

    DRO, Columbia Business School, New York, NY, USA · Google Research, New York, NY, USA · IEOR, Columbia University, New York, NY, USA