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5 papers in the last four weeks, up 67% on the four weeks before. 0.0% of all new papers.

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  1. Steepest Guidance: A Practical and Principled Approach to Inference-Time Alignment of Flow and Diffusion-based Models

    Sep 30, 2026Shokichi Takakura, Akifumi Wachi, Rei Higuchi +2Diffusion AlignmentDiffusion Models

    LY Corporation · The University of Tokyo · RIKEN AIP

  2. Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym

    Sep 29, 2026Jio Oh, Seunghyun Do, Young-Jun Lee +2Large Language Model AgentsUser Simulation

    KAIST · University of Minnesota

  3. Principled Thoughts for Latent Recursive LLM Systems

    Sep 28, 2026Fahd Seddik, Fatemeh FardPrinciples

    FARD Lab, University of British Columbia, Okanagan, Canada

  4. A principled approach for energy-efficient training via phase-aware GPU frequency tuning

    Sep 21, 2026Miguel Braga, Júlio Pinto, Rahma Nouaji +5Energy-EfficientGraphics Processing Unit Resources

    INESC TEC & U. Minho · McGill University

  5. Double descent is the principle of least action

    Sep 16, 2026Congzhou M ShaDescentWeight Decay

    Penn Medicine Doylestown Hospital, 595 W State St, Doylestown, PA 18901, United States

  6. Principia: Relational Physics Tests for Video Models

    Sep 3, 2026Varun Varma Thozhiyoor, Shivam Tripathi, Venkatesh Babu Radhakrishnan +1Generative Video ModelsPhysics-Aware Models

    Indian Institute of Science · Johns Hopkins University

  7. Agents That Model Agents: Five Principles Toward a Theory of Mind for 6G Networks

    Sep 1, 2026Hatim Chergui, Carolina Fernández-Martínez, Mehdi Bennis +1Model-Based Multi-Agent SystemsCognitive Science

    i2CAT Foundation, Spain · University of Oulu, Finland · Research Institute for Digital Future, Khalifa University, 127788 Abu Dhabi, UAE

  8. Second-Order Muon Done Right: A Principled Marriage of Spectral Geometry and Curvature

    Aug 10, 2026Tong CheMuonNewton

    NVIDIA Research

  9. Three Necessary Principles for Self-Supervised Visual Representation Learning

    Aug 8, 2026Nikos Giakoumoglou, Paschalis Giakoumoglou, Tania StathakiSelf-Supervised RepresentationsSelf-Supervised Learning

    Imperial College London · CERTH, ITI

  10. Generative Models: Principles, Architectures, and Applications

    Aug 8, 2026Jun LuGenerative Artificial IntelligenceGenerative Models

  11. Principles of Robot Autonomy

    Aug 4, 2026Daniele Gammelli, Joseph Lorenzetti, Katie Luo +2Robot AutonomyMobile Robots

  12. Unifying quantum measurement constructions via a relative-entropy minimum change principle

    Aug 4, 2026Nana Liu, Mark M. WildeFlat MinimaPrinciples

    Institute of Natural Sciences, School of Mathematical Sciences, Ministry of Education Key Laboratory in Scientific and Engineering Computing, and Global College, Shanghai Jiao Tong University, Shanghai 200240, China · School of Electrical and Computer Engineering, Cornell University, Ithaca, New York 14850, USA

  13. AtumAI: A Principled Framework for Agentic Generation of Datacenter Control-Plane Policies

    Aug 3, 2026Qiushi Lin, Chaojie Zhang, Íñigo Goiri +3Artificial Intelligence InfrastructureData Centers

    The University of Texas at Austin · Microsoft Azure

  14. What Makes Graph Unified? Principles and Generative Sliding-Window Transformer for Graph Foundation Models

    Jul 30, 2026Dongxiao He, Siqi Liu, Jitao Zhao +3Graph Foundation ModelGraph Representation Learning

    School of Computer Science and Technology Tianjin University Tianjin, China · School of Economics and Management Beijing University of Posts and Telecommunications Beijing, China

  15. Learning to Access Computation: Accessibility Plasticity as a Principle of Adaptive Intelligence

    Jul 23, 2026Zhaowen FanPlasticityNeural Dynamics

    Department of Computer Science, Sichuan University

  16. Fabric Pneumatic Artificial Muscles Based on the Drawstring Principle

    Jul 21, 2026Chendong Liu, Dapeng Yang, Yiming Dai +2Soft Pneumatic ActuatorsPrinciples

    State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Harbin 150001, China.

  17. RELIC: Revealed Principles for Learning Interpretable Composable Skills in Multi-Agent Planning

    Jul 18, 2026Nguyen Viet Tuan Kiet, Bui Dinh Pham, Duong Quoc Chinh +3Multi-Agent PlanningTeamwork

    Hanoi University of Science and Techonology, Hanoi, Vietnam · University of Sydney, Sydney, Australia

  18. Nonuniformity Principle in Human-AI Coworking

    Jul 17, 2026An Luo, Jie DingHuman-Ai CollaborationAgentic Workflows

    School of Statistics, University of Minnesota

  19. Bayesian Repetition Penalty: A Principled Adjacent-Conditional Framework for Reversing Attention Collapse in Autoregressive Language Models

    Jul 17, 2026Wenjie Fan, Bin Ma, Dong LiAutoregressive Language ModelsRepetition

    Yotta Labs

  20. Extractable Memorization From First Principles

    Jul 14, 2026A. Feder Cooper, Marika Swanberg, Jamie Hayes +5MemorizationPrinciples

    Yale, AVERI, Stanford · Google Research · Google DeepMind +2

  21. Toward Contemplative LLM: A Modular Framework for Evaluating and Enhancing LLM Alignment in Mental Health

    Jul 12, 2026Asher Sprigler, Yang-Yang Feng, Iftach Amir +5Large Language Model EvaluationLarge Language Model Alignment

    Electrical and Computer Engineering Purdue University West Lafayette, IN, USA · Biomedical Engineering Washington University in St. Louis St. Louis, MO, USA · Psychological & Brain Sciences Washington University in St. Louis St. Louis, MO, USA +3

  22. Comparing Socio-technical Design Principles with Guidelines for Human-centered AI

    Jul 11, 2026Thomas HerrmannSocio-Technical SystemsPrinciples

    Ruhr-University Bochum, Institut für Arbeitswissenschaft, Bochum, Germany

  23. Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms

    Jul 8, 2026Ezgi KorkmazValue FunctionsPrinciples

  24. On the Principles of Deep Feedforward ReLU Networks

    Jul 8, 2026Changcun HuangRectified Linear Unit NetworksBackpropagation

    Shuitu Institute of Applied Mathematics, Chongqing 400700, P.R.C

  25. Meta-learning as a principle for human-like visual representations

    Jun 24, 2026Can Demircan, Marcel Binz, Alireza Modirshanechi +1Meta-LearningVisual Representations

    Helmholtz Munich, Munich, Germany · Max Planck Institute for Biological Cybernetics, Tübingen, Germany

  26. Prime Fourier Embeddings: A Principled Basis for Modular Arithmetic

    Jun 22, 2026Hyunsang Hwang, Suhyun Bae, Donghun LeeBehavioral EmbeddingsFourier

    Department of Mathematics, Korea University, Seoul

  27. Grounded Inference: Principles for Deterministically Encapsulated Generative Models

    Jun 18, 2026Marty O'NeillGenerative ModelsPrinciples

    Odenton, MD, USA

  28. Principles of Concept Representation in Sentence Encoders

    Jun 5, 2026Isabelle Mohr, John Dujany, Jonathan Souquet +1Sentence EncodersSemantic Representations

    Idiap Research Institute · Merck KGaA

  29. Principled Reflection Separation via Nonlinear Superposition and Feature Interaction

    Jun 1, 2026Qiming Hu, Mingjia Li, Yuntong Li +1Intrinsic Image DecompositionSeparation

    College of Intelligence and Computing, Tianjin University, Tianjin 300350, China

  30. Through the PRISM: Principle-Aware, Interpretable, and Multi-Scale Evaluation of Visual Designs

    May 30, 2026Mona Gandhi, KJ Joseph, Srinivasan Parthasarathy +1Multimodal ReasoningPrinciples

    Ohio State University · Adobe Research

  31. Retriever Portfolios: A Principled Approach to Adaptive RAG

    May 29, 2026Miltiadis Stouras, Vincent Cohen-Addad, Silvio Lattanzi +1Agentic Retrieval-Augmented Generation SystemsPortfolio Construction

    1EPFL · 2Google Research

  32. Design Principles for Human-Agent Interaction

    May 28, 2026Haiyi Zhu, Canwen Wang, Qing Xiao +1Principles

    Carnegie Mellon University · Pittsburgh, PA 15213

  33. Principled Algorithms for Optimizing Generalized Metrics in Multi-Label Learning

    May 27, 2026Mehryar Mohri, Yutao ZhongMulti-Label ClassificationEmpirical Risk Minimization

    Google Research & CIMS · New York, NY 10011 · Google Research

  34. Natural Locomotion: Principle and Method

    May 27, 2026Mirado Mortel, Luc Jaulin, Lionel Lapierre +1Agile LocomotionKinematic Chain

  35. Toward Enactive Artificial Intelligence

    May 22, 2026Banafsheh Rafiee, Richard SuttonPerception PipelineArtificial Intelligence Systems

    Independent Researcher · Department of Computing Science, University of Alberta, Canada · Alberta Machine Intelligence Institute (Amii)

  36. Iterative Refinement Neural Operators are Learned Fixed-Point Solvers: A Principled Approach to Spectral Bias Mitigation

    May 21, 2026Xiaotian Liu, Shuyuan Shang, Xiaopeng Wang +2Classical Numerical SolverIterative Refinement

    1Dartmouth College · 2CUHK Shenzhen · 3Lawrence Berkeley National Lab

  37. ECUASn_n: A family of metrics for principled evaluation of uncertainty-augmented systems

    May 19, 2026Lautaro Estienne, Erik Ernst, Matías Vera +2Predictive UncertaintyUncertainty Score

    School of Engineering, UBA, Argentina · ICC, CONICET-Universidad de Buenos Aires, Argentina · LISN, CNRS, Université Paris-Saclay, France +4

  38. Diff-Instruct with Diffused Reward: Towards Principled One-step Generator RL

    May 18, 2026Junyi Wu, Weijian Luo, Haoyang Zheng +2Principles

    Purdue University · hi-lab, Xiaohongshu Inc.

  39. Enhanced and Efficient Reasoning in Large Learning Models

    May 13, 2026Leslie G. ValiantPretrainingPrinciples

    John A. Paulson School of Engineering and Applied Sciences Harvard University, Boston, MA 02134

  40. Causal Learning with the Invariance Principle

    May 13, 2026Francesco Montagna, Francesco LocatelloCausal Discovery MethodsCausal Graph

    Institute of Science and Technology Austria

  41. Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle

    May 13, 2026Xu Bai, Bin Lu, Kun Zhang +4Similarity and MetricsPrinciples

    School of Information Science and Electronic Engineering, Shanghai Jiao Tong University, Shanghai, China · School of Environment Science and Engineering, Shanghai Jiao Tong University, Shanghai, China · School of Artificial Intelligence, Nanchang University, Nanchang, China +2

  42. Beyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training

    May 12, 2026Yuanda Xu, Hejian Sang, Zhengze Zhou +3TeacherTraining Data

  43. Beyond Accuracy: Policy Invariance as a Reliability Test for LLM Safety Judges

    May 7, 2026Shihao Weng, Yang Feng, Xiaofei XieLlm-As-A-JudgeJudges

    Nanjing University Nanjing, China · Singapore Management University Singapore

  44. FreeTimeGS++: Secrets of Dynamic Gaussian Splatting and Their Principles

    May 5, 2026Lucas Yunkyu Lee, Soonho Kim, Youngwook Kim +2Gaussian Splatting4D Reconstruction

    Seoul National University · POSTECH

  45. ANO: Robust Policy Optimization via Bounded, Redescending Gain Fields

    May 4, 2026Yiheng Zhang, Yiming Wang, Kaiyan Zhao +3Proximal Policy OptimizationCollapse

    University of Macau · Wuhan University · National University of Singapore +1

  46. A Principled Approach for Creating High-fidelity Synthetic Demonstrations for Imitation Learning

    May 2, 2026Moniruzzaman Akash, Momotaz BegumMotion ImitationImitation Learning

    Department of Computer Science · University of New Hampshire

  47. A Collective Variational Principle Unifying Bayesian Inference, Game Theory, and Thermodynamics

    Apr 30, 2026Djamel Bouchaffra, Faycal Ykhlef, Mustapha Lebbah +1Game TheoryFree Energy Principle

    1DAVID Lab, University of Paris-Saclay, UVSQ, 78035 Versailles, France. · 2TSAM, ASM, Centre for Development of Advanced Technologies, Algiers, Algeria. · 3LIPN, UMR CNRS 7030, Sorbonne Paris Nord University, Villetaneuse, France.

  48. ShapeY: A Principled Framework for Measuring Shape Recognition Capacity via Nearest-Neighbor Matching

    Apr 27, 2026Jong Woo Nam, Amanda S. Rios, Bartlett W. MelStatistical Shape ModelShaping

  49. K-Score: Kalman Filter as a Principled Alternative to Reward Normalization in Reinforcement Learning

    Apr 24, 2026Zixuan Xia, Quanxi LiExtended Kalman FilterNormalization

    University of Bern, Bern, Switzerland.

  50. Task-Driven Co-Design of Heterogeneous Multi-Robot Systems

    Apr 23, 2026Maximilian Stralz, Meshal Alharbi, Yujun Huang +1Multi-Robot SystemsCo-Design

    Laboratory for Information & Decision Systems, Massachusetts Institute of Technology, Cambridge, MA 02139

  51. Plausible Reasoning and First-Order Plausible Logic

    Apr 21, 2026David BillingtonFirst-Order LogicLogic

    School of Information and Communication Technology, Nathan campus, Griffith University, Brisbane, Queensland 4111, Australia.

  52. Knowing When to Quit: A Principled Framework for Dynamic Abstention in LLM Reasoning

    Apr 20, 2026Hen Davidov, Nachshon Cohen, Oren Kalinsky +4LLM Reasoning StrategiesAbstention

    University of Oxford. Work done partly during an internship at amazon. · 2Amazon.

  53. Redundancy Maximization as a Principle of Associative Memory Learning in Hopfield Networks

    Nov 4, 2025Mark Blümel, Andreas C. Schneider, Valentin Neuhaus +5Hopfield NetworksDense Associative Memory

    Complex Systems Theory, Max Planck Institute for Dynamics and Self-Organization, Göttingen, Germany · Faculty of Physics, Institute for the Dynamics of Complex Systems, University of Göttingen · Göttingen Campus Institute for Dynamics of Biological Networks, University of Göttingen, Göttingen, Germany +1

  54. CompArt: Operationalizing Aesthetic Alignment in Text-to-Image Generation via Principles of Art

    Mar 15, 2025Zhe Jin, Tat-Seng ChuaArtValue Alignment

    National University of Singapore Singapore

  55. The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies

    Date pendingJiaxu Zhou, Jen-tse Huang, Xuhui Zhou +5Scaling Improve Social SimulationConformity

    CUHK · JHU · CMU +3