Partitioning

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8 papers in the last 28 days · 0.1% of indexed attention

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Period ending 2026-09-21

3 new papers

A weekly snapshot of new work published in Partitioning.

Period ending 2026-09-14

5 new papers

A weekly snapshot of new work published in Partitioning.

72 papers

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  1. An Exact Junction-Tree Extended Formulation for Optimal Classification Trees

    Sep 21, 2026Jiancheng TU, WenqiFanMixed-Integer ProgrammingPartitioning

  2. Identifying Representational Biases in Datasets Using PCA: A Max-Disparity Partition Framework

    Sep 21, 2026Arjun KM, Shashi JainPartitioning

  3. Compute-Optimal Pretrain--Fine-tune in Ridge Gradient Descent

    Sep 14, 2026Alex Buna, Fanghui Liu, Patrick RebeschiniSpectral PreconditioningModel Pretraining

  4. Partition-Invariant Tuning for 3D Scene Understanding

    Sep 14, 2026Hongqiang Lin, Tianle Wang, Shuiwang Li +4Certified Point-Cloud3D Scene Understanding

  5. EAR: Entity-Aware Partitioning Approach for Retrieval-Augmented Generation Development

    Sep 14, 2026Cenab Batu Bora, Oylum Alatl\i, Sebnem Bora +1Recent Retrieval-Augmented GenerationMultiple-Choice Questions

  6. HybridFLow: SDN-Orchestrated Client Partitioning for Hybrid Federated Learning

    Sep 9, 2026Osama Abu Hamdan, Rabin Pandey, Hao Che +2Federated LearningFedavg

  7. MemForest: Efficient Agent Memory Management via EventTree Partitioning and Progressive Merging

    Sep 8, 2026Junxi Wang, Te Sun, Jiayi Zhu +9Agent MemoryContext Compression

  8. Spatial Feature-wise Linear Modulation (SpFiLM) for Contrast Agent-Aware Brain Parcellation

    Sep 7, 2026Pushpendra Singh, Joshua R. Astley, Roman Rodionov +3U-NetContrast

  9. Topologically Consistent Agricultural Parcel Vectorization with Semantic-Guided Diffusion and Topology-Aware Polygonization

    Sep 7, 2026Weiqin Jiao, Xiaolong Zuo, Claudio PerselloPolygonsPartitioning

  10. SPARROW: Scalable Taxonomy Induction via Structure-Preserving Partitioning and Constraint-Guided Merging

    Sep 7, 2026Yirui Zhang, Yixuan Tang, Yandong Sun +2TaxonomyPartitioning

  11. Stream Learning: Partition-Fair Gossip Learning Without Tokens

    Aug 7, 2026Fabien Mathieu, Alexandre Pham, Maria Gradinariu Potop-Butucaru +1Partitioning

  12. Unmasking Removal-Budget Confounding: A Matched Operating-Point Evaluation Framework for Adaptive Data Cleaning

    Aug 6, 2026Wei-Hsiang Chen, Pin-Hsuan Yu, Chen-Hsuan Fang +1Adversarial CorruptionEvaluation Metrics

  13. PathCover: A Fast Convex Decomposition along a Path via Randomized Iterative Space Partitioning (RISP) on Point Clouds

    Aug 6, 2026Kunal S. Narkhede, Abhijeet M. Kulkarni, Guoquan Huang +1Coverage Path PlanningTravel Time

  14. Learning to Tessellate: Point Cloud Generation via Recursive Spectral Partitioning

    Aug 3, 2026Monan Sun, Bangzhen Liu, Huaidong Zhang +1PolygonsPartitioning

  15. Randomized Algorithms for Learning Partitions with Near Optimal Query Complexity in Constant Rounds

    Aug 3, 2026Deeparnab Chakrabarty, Aditi Dudeja, David SaulpicPartitioningOptimal Sample Complexity

  16. HP-JEPA: Hierarchical Partitioning for Multi-Resolution Graph Joint-Embedding Predictive Learning

    Aug 1, 2026Ruichen Xu, Jingxiang Qu, Wenhan Gao +5Graph Representation LearningJoint-Embedding Predictive Architectures

  17. Beyond Random Partitioning: Unsupervised Spatio-Temporal Stratification for Cohort Balancing in Longitudinal Medical Imaging

    Jul 29, 2026Qinghui Liu, Jon André Ottesen, Atle Bjørnerud +1Medical Imaging DatasetsPartitioning

  18. H+ Embedding: Harmonizing Global and Token-Level Retrieval with Context-Dependent Phrases

    Jul 29, 2026Shusen Zhang, Junyi Hu, Ye Feng +6RetrieversContextual

  19. PIcsC: Partitioning-Induced Covariate Shift Correction

    Jul 28, 2026Behraj Khan, Behroz Mirza, Syed Ahmad Chan Bukhari +1Federated LearningPartitioning

  20. Pipelined Gradient Coding

    Jul 22, 2026Xian Su, Jun LiPartitioningMachine Learning

  21. Interpretable Fuzzy Rule-Based Regression Extension for Ex-Fuzzy Library

    Jul 22, 2026Cayan Deniz Kucuktopana, Javier Fumanal-Idocin, Richard Pitts +1Interpretable ModelsExtended Version

  22. Graph Partitioning with Demands: Generalized Conductance and its Applications

    Jul 14, 2026Michał Szyfelbein, Dariusz DereniowskiMaximum Independent SetApproximation Algorithms

  23. Representing and Generating Levels Over Time through Playtrace Reconstructive Partitioning

    Jul 13, 2026Emily Halina, Matthew GuzdialMotion GenerationPartitioning

  24. Design Choices in Splitting-Based Self-Supervised Sparse-View CT Reconstruction

    Jul 12, 2026Nadja Gruber, Lukas Neumann, Ander Biguri +3PartitioningGaussian Noise

  25. Learning Partition Trees for Nearest Neighbor Search

    Jul 10, 2026Sanjeev Khanna, Ashwin Padaki, Erik WaingartenApproximate Nearest-Neighbor SearchPartitioning

  26. Geometry and Gradient-based Partitioning for Panoramic Outdoor Reconstruction

    Jul 9, 2026Weijian Chen, Weibo Yao, Yuhang Zhang +7Partitioning

  27. Distributed Sketching on Data Partitions for OLS Regression

    Jul 8, 2026Luyuan Yang, Brayden Garner, Shayan Shafaei +1Least SquaresPartitioning

  28. Optimizing ML Workload Partitioning between CPUs and CIM Accelerators for Heterogeneous Computing

    Jul 6, 2026Joel Klein, Rebecca Pelke, Roberto Laudani +2Inference WorkloadsIn-Memory Computing

  29. CLABTOOLKIT: An Open-Source Toolkit for Routine Processing, Manipulation, and Visualization of Neuroimaging Data

    Jul 2, 2026Yasser Alemán-Gómez, Nino Hervé, Patric HagmannNeuroimaging ModelsPartitioning

  30. Beyond the Performance Illusion: Structure-Aware Stratified Partitioning and Curriculum Distributionally Robust Optimization for Spatially Correlated Domains

    Jul 2, 2026Prathamesh Patil, Arpit Jain, Aswanth KrishnanPartitioningDistributional Learning

  31. Diversity-aware View Partitioning for Scalable VGGT

    Jul 2, 2026Jinsoo Park, Donggyu Choi, Ahyun Seo +2Self-Supervised Vision TransformersPartitioning

  32. Optimizing Teacher-Student Partitioning for Scalable Knowledge Distillation on HPC Systems

    Jun 26, 2026Adrian P. Dieguez, Victor Conchello Vendrell, Alex Batlle +3Knowledge DistillationPartitioning

  33. An Efficient and Effective Architecture for Large-Scale Traffic Prediction via Geometry-Adaptive Square Partitioning

    Jun 19, 2026Yongfeng Su, Hongwen Li, Zijian Zhang +3Accurate Traffic ForecastingSpatiotemporal

  34. Kernel of Partition Paths: A Unified Representation for Tree Ensembles

    Jun 17, 2026Nicolas MahlerDecision TreesKernel Method

  35. IOAH3: Importance-Driven Adaptive Spatial Partitioning

    Jun 7, 2026Ehsaneddin JalilianPartitioningGeospatial

  36. ExMesh: Explicit Mesh Reconstruction with Topology Adaptation

    Jun 5, 2026Chuanjin Fan, Lifan Wu, Wenjie Chang +3MeshesHuman Mesh Recovery

  37. Hierarchical Space Partition for Surface Reconstruction

    Jun 3, 2026Minjie Tang, Xiangfei LiSurface ReconstructionLight Detection And Ranging

  38. Learning Admissible Heuristics via Cost Partitioning

    Jun 3, 2026Hugo Barral, Quentin Cappart, Marie-José Huguet +1HeuristicsClassical Planning

  39. Speech Emotion Recognition using Attention-based LSTM-Network with Residual Connection

    Jun 2, 2026Daniil Krasnoproshin, Maxim VashkevichBidirectional Long Short-Term MemoryEmotion Recognition

  40. Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding

    Jun 1, 2026Xuewei Meng, Chuanmin Jia, Xinfeng Zhang +2Neural Video CodecsVideo Coding

  41. Edge-directed geometric partitioning for versatile video coding

    Jun 1, 2026Xuewei Meng, Xinfeng Zhang, Chuanmin Jia +3Neural Video CodecsPartitioning

  42. When Parallelism Pays Off: Cohesion-Aware Task Partitioning for Multi-Agent Coding

    May 31, 2026Xu Yang, Lunyiu Nie, Ethan Chandra +3Coding AgentsParallel

  43. Topology-Aware State Abstraction with Tangle Cores for Markov Decision Processes

    May 29, 2026Ibne Farabi Shihab, Sanjeda Akter, Anuj SharmaMarkov Decision ProcessesTopological Data Analysis

  44. HiGS: A Hierarchical Rendering Architecture for Real-Time 3D Gaussian Splatting

    May 29, 2026Dawid Pająk, Martin Bisson, Rodolfo LimaRasterization3D Gaussian Splats

  45. Bandwidth Allocation with Device Partitioning for Federated Learning over Industrial IoT networks

    May 29, 2026Kangmin Kim, Jaeyoung SongBandwidth ConstraintsFederated Learning

  46. A new completely parameter-free clustering algorithm for unsupervised classification of BATSE gamma-ray bursts

    May 28, 2026Soumita ModakImage ClusteringUnsupervised

  47. OpenCompass: A Universal Evaluation Platform for Large Language Models

    May 19, 2026Maosong Cao, Kai Chen, Haodong Duan +27Large Language Model EvaluationEvaluation Benchmarks

  48. Neural Acceleration for Graph Partitioning

    May 18, 2026Joshua Dennis Booth, Vishvam PatelPartitioningGraph Laplacians

  49. DISA: Offline Importance Sampling for Distribution-Matching LLM-RL

    May 17, 2026Shaobo Wang, Yujie Chen, Yafeng Sun +9Importance SamplingDistributional Learning

  50. GPart: End-to-End Isometric Fine-Tuning via Global Parameter Partitioning

    May 14, 2026Paolo Mandica, Michał Brzozowski, Zuzanna Dubanowska +1Parameter-Efficient Fine-TuningLow-Rank Adaptation

  51. Exemplar Partitioning for Mechanistic Interpretability

    May 14, 2026Jessica RumbelowModel ActivationsMechanistic Interpretability

  52. Neural QAOA2^{2}: Differentiable Joint Graph Partitioning and Parameter Initialization for Quantum Combinatorial Optimization

    May 13, 2026Zubin Zheng, Jiahao Wu, Shengcai LiuQuantum Approximate Optimization AlgorithmCombinatorial Optimization

  53. RAwR: Role-Aware Rewiring via Approximate Equitable Partition

    May 10, 2026Riccardo Porcedda, Giuseppe Squillace, Bastian Epping +4Graph Neural NetworksPartitioning

  54. Learning Theory of Transformers: Local-to-Global Approximation via Softmax Partition of Unity

    May 9, 2026Zhongjie Shi, Wenjing LiaoTransformer ArchitecturesApproximation

  55. Enabling Unsupervised Training of Deep EEG Denoisers With Intelligent Partitioning

    May 7, 2026Qiyu Rao, Haozhe Tian, Homayoun Hamedmoghadam +1Electroencephalography Spatial Super-ResolutionSelf-Supervised

  56. Scalable inference of spatial regions and temporal signatures from time series

    May 6, 2026Jiayu Weng, Alec KirkleySpatiotemporalTime Series

  57. One Pool, Two Caches: Adaptive HBM Partitioning for Accelerating Generative Recommender Serving

    May 6, 2026Wenjun Yu, Shuguang Han, Amelie Chi ZhouGraphics Processing Unit MemorySequential Recommendation

  58. Bandits attack function optimization

    May 5, 2026Philippe Preux, Rémi Munos, Michal ValkoBanditsObjective Functions

  59. Persistent Visual Memory: Sustaining Perception for Deep Generation in LVLMs

    May 1, 2026Siyuan Huang, Xiaoye Qu, Yafu Li +6Large Vision Language ModelsVisual Memory

  60. Partition-of-Unity Gaussian Kolmogorov-Arnold Networks

    Apr 26, 2026Amir NoorizadeganKolmogorov-Arnold NetworksKernel Method