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Period ending 2026-09-14

1 new paper

A weekly snapshot of new work published in Universal.

Period ending 2026-09-07

2 new papers

A weekly snapshot of new work published in Universal.

72 papers

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  1. Towards a universal language of concepts: A survey

    Sep 7, 2026Aishni ParabUniversalDeclarative

  2. The Head Complexity of Boolean Functions in Single-Layer Attention

    Sep 3, 2026Rajmohan Rajaraman, Ravi Sundaram, Amanuel TesfayeMulti-Head AttentionIntrinsic Dimensionality

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

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

  4. Universal or Language-Family-Specific Script Unification for Cross-Lingual Transfer? A Case Study on Turkic Languages

    Aug 10, 2026Zijie ZhangCross-Lingual TransferUniversal

  5. Dual-Space Modality Consistency Learning for Universal Cross-Modal Re-Identification

    Aug 7, 2026Yujian Zhao, Yukang Zhao, Hankun Liu +4Re-IdentificationUniversal

  6. The ethics of artificial intelligence in the life sciences: Universality, cultural diversity and an architecture of care

    Aug 5, 2026Jean-Pierre Changeux, Gustavo Deco, Morten L. KringelbachEthicsLife Sciences Research

  7. Transcript-Managed Transformers: Monotone Multi-Agent Collapse and Universality with Two Pop-Enabled Transcripts

    Jul 31, 2026Sergey SalishevAutomataTransitions

  8. It's All Just Vectorization: einx, a Universal Notation for Tensor Operations

    Jul 30, 2026Florian Fervers, Sebastian Bullinger, Christoph Bodensteiner +1Tensor ProgramsVectorization

  9. PIKS: Universal Physics-Informed Kernel Methods

    Jul 29, 2026Joachim Bona-Pellissier, Giacomo Meanti, Matteo Santacesaria +1Reproducing Kernel Hilbert SpacesMultiscale Dynamics

  10. Universality and Approximation Rates of Graph Neural Networks with Random Features

    Jul 29, 2026Lukas Gonon, Thilo Meyer-Brandis, Niklas WeberGraph Neural NetworksNeural-Network Approximation

  11. Harm is not Universal: Community-Specific Toxicity Detection is Urgently Needed

    Jul 27, 2026Xinnuo Xu, Anja Thieme, Daniela Massiceti +6ToxicityHarmful Content

  12. Scaling Laws for Classical Machine Learning on Tabular Data: A Benchmark Study

    Jul 23, 2026Kaihua DingPower-Law DistributionMachine Learning

  13. OmniStyle-INR: Universal and Multimodal Style Transfer for INRs

    Jul 17, 2026Rafał Kajca, Michał Miziołek, Kornel Howil +2Photorealistic Style TransferCross-Modal Representations

  14. UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery

    Jul 9, 2026Haibin Tian, Huichao Xie, Xuelin Qian +3Unmanned Aerial Vehicle ImageryMultimodal Benchmarks

  15. The Grammar Does the Work: Functional vs. Lexical Dependency Length Minimization Across Universal Dependencies

    Jul 2, 2026Kim GerdesLengthUniversal

  16. PairCoder++: Pair Programming as a Universal Paradigm for Verified Code-Driven Multimodal and Structured-Artifact Generation

    Jul 2, 2026Junhao Chen, Xiang Li, Mingjin Chen +9AI Code GenerationVerification

  17. Neural Scaling Universality: If Exponents Are Fixed, Time to Understand Coefficients

    Jun 23, 2026Yizhou Liu, Jeff GoreScaling LawsLarge Language Model Scale

  18. Meet UD_Czech-PDTC: A Large and Genre-Rich Treebank in Universal Dependencies

    Jun 23, 2026Marie Mikulová, Barbora Štěpánková, Daniel Zeman +3Prague Dependency TreebankUniversal

  19. Universal Guideline-Driven Image Clustering via a Hybrid LLM Agent

    Jun 23, 2026Wenliang Zhong, Rob Barton, Lucas Goncalves +7ClusteringClassifier-Free Guidance

  20. ELVA: Exploring Ranking-Driven Universal Multimodal Retrieval

    Jun 18, 2026Yuhan Liu, Pei Fu, Hang Li +8Multimodal RetrievalLarge Multimodal Models

  21. Triangular Consistency as a Universal Constraint for Learning Optical Flow

    Jun 18, 2026Yi Xiao, Carlos Rodriguez Coronel, Jing Zhan +3Optical FlowPaired Supervision

  22. Do as the Romans Do: Learning Universal Behaviors from Heterogeneous Agents

    Jun 16, 2026Caleb Chang, Davin Win Kyi, Natasha Jaques +1Multi-Agent Reinforcement LearningHeterogeneous Agents

  23. Guava: An Effective and Universal Harness for Embodied Manipulation

    Jun 16, 2026Haowen Liu, Xirui Li, Shaoxiong Yao +5Diffusion-Based Vision-Language-ActionsVision-Language-Action

  24. Contrastive-Difference CKA Reveals Concept-Specific Structural Alignment Across Language Model Architectures

    Jun 15, 2026Xueping GaoCross-Architecture AlignmentLarge Language Model Alignment

  25. PolyAlign: Conditional Human-Distribution Alignment

    Jun 11, 2026L. D. M. S. Sai Teja, Ufaq Khan, Sathira Silva +2Large Language Model AlignmentMultilingual Benchmark

  26. YUBI: Yielding Universal Bidigital Interface for Bimanual Dexterous Manipulation at Scale

    Jun 8, 2026Takehiko Ohkawa, Jumpei Arima, Yuki Noguchi +16GripperDexterous Manipulation

  27. Beyond Universality: The GCC-FER Dataset and Culture-Aware Adaptation for Dynamic Facial Expression Recognition

    Jun 5, 2026Sonalika Singh, Jyotirindra Dandapat, Avishi Razdan +3Facial Expression RecognitionRecognition

  28. RealDexUMI: A Wearable Universal Manipulation Interface for Dexterous Robot Learning

    Jun 4, 2026Chaoyi Xu, Yixuan Jiang, Jiahui Huan +7Dexterous ManipulationTeleoperation

  29. UniCAD: A Unified Benchmark and Universal Model for Multi-Modal Multi-Task CAD

    Jun 3, 2026Jingyuan Chen, Sheng Jin, Haopeng Sun +2Computer-Aided DesignMulti--Task Learning

  30. Fixed Universal Transformers

    May 29, 2026Jingwen Liu, Alexandr Andoni, Daniel HsuUnified TransformerUniversal

  31. The Inclusion Depth of Pattern Languages: An Open Problem in Algorithmic Learning Theory

    May 28, 2026Wei LuoComputableLength

  32. Probing Minimalist Phase Structure in LLMs: What Universal Dependencies Cannot Represent

    May 26, 2026Yuanhao Chen, Peter ChinSyntactic StructureUniversal

  33. Emergence via Phase Transitions: Mechanism Landscapes and Universal Convergence Across Complex Systems

    May 25, 2026Truong Xuan KhanhPhase TransitionsEmergence

  34. Any-Dimensional Invariant Universality

    May 22, 2026Shengtai Yao, Eitan Levin, Mateo DíazUniversalMetric Spaces

  35. A Reproducible Universal Dependencies-Style Pipeline for Katharevousa Greek Parliamentary Text

    May 21, 2026George Mikros, Fotios FitsilisAncient GreekPrague Dependency Treebank

  36. Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos

    May 20, 2026Lucas Fernandez SarmientoDropoutScaling Laws

  37. Platonic Representations in the Human Brain: Unsupervised Recovery of Universal Geometry

    May 19, 2026Pablo Marcos-Manchón, Rishi Jha, Lluís FuentemillaBrain Magnetic Resonance ImagingUniversal

  38. Weight Decay Regimes in Grokking Transformers: Cheap Online Diagnostics

    May 19, 2026Lucky VermaWeight DecayTransformer Attention

  39. Universal Dynamics of Punctuated Progress

    May 16, 2026Yian Yin, Dashun WangInnovationScientific Discovery

  40. Characterizing Universal Object Representations Across Vision Models

    May 13, 2026Florian P. Mahner, Johannes Roth, Ka Chun Lam +3Vision Foundation ModelsNeural Representations

  41. UniFixer: A Universal Reference-Guided Fixer for Diffusion-Based View Synthesis

    May 12, 2026Sihan Chen, Xiang Zhang, Yang Zhang +2Multi-View Diffusion ModelNovel View Synthesis

  42. Exact Fixed-Point Constraints in Neural-ODEs with Provable Universality

    May 11, 2026Feliciano Giuseppe Pacifico, Duccio Fanelli, Lorenzo Buffoni +3Neural Ordinary Differential EquationsFixed-Point Iteration

  43. Cross-Family Universality of Behavioral Axes via Anchor-Projected Representations

    May 11, 2026Su-Hyeon Kim, Yo-Sub HanLarge Language Model AlignmentLatent Representation Alignment

  44. Adaptive Data Harvesting for Efficient Neural Network Learning with Universal Constraints

    May 10, 2026Siteng Kang, Xinhua ZhangConventional Physics-Informed Neural NetworksAdaptive Learning

  45. Embedding Dimension Lower Bounds for Universality of Deep Sets and Janossy Pooling

    May 8, 2026Ali Syed, Aditya Nambiar, Jonathan W. SiegelHyperspherical Embedding GeometryGlobal Average Pooling

  46. Trust Without Trusting: A Recomputable Trust Protocol for Autonomous Agents

    May 7, 2026Lars Kersten KroehlCanonical Action Verification And AttestationProtocol

  47. A Universal Reproducing Kernel Hilbert Space from Polynomial Alignment and IMQ Distance

    May 5, 2026Taha BouhsineReproducing Kernel Hilbert SpacesNeural Tangent Kernel

  48. Universality in Deep Neural Networks: An approach via the Lindeberg exchange principle

    May 4, 2026Filippo Giovagnini, Sotirios Kotitsas, Marco RomitoDeep Neural NetworkLarge Deviations Theory

  49. Data Deletion Can Help in Adaptive RL

    Apr 30, 2026Param Budhraja, Aditya Gangrade, Alex Olshevsky +1Safe Reinforcement LearningMarkov Decision Processes

  50. The Surprising Universality of LLM Outputs: A Real-Time Verification Primitive

    Apr 28, 2026Alex Bogdan, Adrian de Valois-FranklinLarge Language Model EvaluationScoring Rules

  51. Training Transformers as a Universal Computer

    Apr 28, 2026Ruize Xu, Chenxiao Yang, Yanhong Li +1UniversalSmall Transformers

  52. NeSyCat: A Monad-Based Categorical Semantics of the Neurosymbolic ULLER Framework

    Apr 27, 2026Daniel Romero Schellhorn, Till MossakowskiNeurosymbolic ApproachFirst-Order Logic

  53. Necessary and sufficient conditions for universality of Kolmogorov-Arnold networks

    Apr 26, 2026Vugar IsmailovKolmogorov-Arnold NetworksNeural-Network Approximation

  54. Beyond Chain-of-Thought: Rewrite as a Universal Interface for Generative Multimodal Embeddings

    Apr 24, 2026Peixi Wu, Ke Mei, Feipeng Ma +15Multimodal EmbeddingsRewrite

  55. Syntax as a Rosetta Stone: Universal Dependencies for In-Context Coptic Translation

    Apr 20, 2026Abhishek Purushothama, Emma Thronson, Alexia Guo +1UniversalData Augmentation

  56. Universally Empowering Zeroth-Order Optimization via Adaptive Layer-wise Sampling

    Apr 20, 2026Fei Wang, Li Shen, Liang Ding +3Zeroth-Order OptimizationUniversal

  57. The Umwelt Representation Hypothesis: Rethinking Universality

    Apr 20, 2026Victoria Bosch, Rowan Sommers, Adrien Doerig +1UniversalUnified Representation

  58. Towards Universal Skeleton-Based Action Recognition

    Apr 18, 2026Jidong Kuang, Hongsong Wang, Jie GuiSkeleton-Based Action RecognitionOpen-Vocabulary Action Recognition

  59. No Universal Courtesy: A Cross-Linguistic, Multi-Model Study of Politeness Effects on LLMs Using the PLUM Corpus

    Apr 17, 2026Hitesh Mehta, Arjit Saxena, Garima Chhikara +1Soft PromptsMulti-Model Study

  60. Unveiling Stochasticity: Universal Multi-modal Probabilistic Modeling for Traffic Forecasting

    Apr 17, 2026Weijiang Xiong, Robert Fonod, Nikolas GeroliminisAccurate Traffic ForecastingTraffic