Gating

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11 papers in the last four weeks, up 120% on the four weeks before. 0.1% of all new papers.

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  1. The Price of Correlated Tests: How Strict Should a Model Release Gate Be?

    Oct 1, 2026Marco PollanenReleaseGating

    Department of Mathematics & Statistics Trent University Peterborough, ON, Canada

  2. Hard-Gate Candidacy in a Deployed Validator Suite

    Sep 30, 2026Xin XuGatingValidation

    Carnegie Mellon University

  3. Continual Learning of Dynamical Systems in Recurrent Neural Networks through Recyclable Unit Gating

    Sep 29, 2026Sima Hashemi, Daniel Durstewitz, Georgia KoppeRecurrent Neural NetworksRecurrent Model

    Faculty of Mathematics and Computer Science, Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany · Department of Theoretical Neuroscience, Central Institute of Mental Health (CIMH), Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany · Hector Institute for AI in Psychiatry & Department of Psychiatry and Psychotherapy, CIMH, Medical Faculty Mannheim, Heidelberg University, Heidelberg, Germany +1

  4. Emergent Specialization in Populations of Self-Supervised Collaborative Vision Experts Without a Shared Gate or Cross-Agent Gradients

    Sep 29, 2026Aram Davtyan, Pablo Acuaviva, Sebastian Stapf +1Decentralized LearningPretraining

    u b University of Bern Computer Vision Group, Institute of Computer Science University of Bern, Switzerland

  5. Pre-registered tests of solid-state-physics-inspired LLM compression: a cluster-level negative result at small-language-model scale

    Sep 28, 2026Jun-qiang LuLarge Language Model CompressionLarge Language Model Pretraining

    Department of Physics, University of Puerto Rico, Mayagüez, PR 00680, USA

  6. The Last Human Gate: Forward Deployed Engineering for Governance Automation

    Sep 24, 2026Jeremy CanaleGovernanceGating

  7. Recursive Uncertainty-Gated Image Registration for Learning-based Algorithms

    Sep 23, 2026Clara Rodrigo González, Oscar Bates, Fu Siong Ng +1Image RegistrationCardiac Magnetic Resonance Imaging

    Department of Bioengineering, Imperial College London, London, UK · Department of Earth Science and Engineering, Imperial College London, London, UK · National Heart and Lung Institute, Imperial College London, London, UK

  8. Abstention and Noise Filtering: Two Missing Primitives of Softmax Attention

    Sep 18, 2026Richard Zhe WangGumbel-Softmax RelaxationGating

    St. John Fisher University, Rochester, New York, USA.

  9. On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models

    Sep 15, 2026William L. Tong, Aryo Lotfi, Emmanuel Abbe +6State Space ModelsSequence Modeling

    Harvard University · Apple

  10. Ensemble Complexity in Photovoltaic Forecasting

    Sep 14, 2026Sun Ze, Zhou Liguo, Xu Yuqing +2Energy ForecastingEnsemble

    aSchool of Computer Science and Technology, Huaibei Normal University, China

  11. Selective boundary condition reduction via learned error gating

    Sep 8, 2026Daniel Fernández, Dominik Penk, Dominik RiedelbauchPartial Differential EquationsNeural Network

    Chair for Dynamics, Control, Machine Learning, and Numerics (Alexander von Humboldt Professorship), Department of Mathematics, Friedrich-Alexander-Universität Erlangen-Nürnberg, Cauerstraße, 91058 Erlangen, Germany. · Schaeffler Technologies AG & Co. KG, Industriestraße 1–3, Herzogenaurach, Germany.

  12. Protocol effects on feature-based hardware-Trojan detection across Trust-Hub families

    Sep 7, 2026Hang Xiao, Chuhong Xu, Kainan Zhou +2MalwareGating

    Fortinet, Inc. Sunnyvale, USA · Sony Corporate of America San Jose, USA · Google LLC Mountain View, USA

  13. Proactive Service Agents: A Unified Decision Framework, Methods, and Evaluation

    Sep 3, 2026Yan Tang, Tingyu Cao, Yuanbo Tang +2ProactiveLarge Language Model Agents

    UniCone Team

  14. ToolGate: An Executable Acceptance Pipeline for Tool-Dependent Scientific Benchmark Construction

    Sep 2, 2026Ke Zhang, Yankang Liu, Roya Zandi +1GatingAcceptance

    University of California, Riverside

  15. HarnessEvolve: Learning from Reference Trajectories for Reliable Agent Self-Evolution

    Sep 1, 2026Wen Jiang, Mingmin Chu, Yimeng Tian +6Self-Evolving AgentsSelf-Evolution

    ICT AI Competence Center, Huawei Technologies, Shanghai, China

  16. When the Martingale Never Stops Firing: Anytime-Valid Gating on Real Forecast Streams

    Aug 31, 2026Weijia Han, Lisha QuConformal Test MartingalesNon-Stationarity

    University of Washington · Seattle, USA

  17. A Contract-Grade Verifier for LLM-Generated GPU Kernels, and a Native Blackwell Backward for the Gated-Linear-Recurrence Family

    Aug 13, 2026Rishi Shah, Rishav ShresthaGraphics Processing Unit KernelsCorrectness

    E3A Healthcare

  18. Similarity Gates Approve Reversals: A Validity Audit of Embedding-Cosine Thresholds in Agent Systems

    Aug 10, 2026Scott E. FriasGatingModel Auditing

    Eigenforma · Freemind Labs

  19. Gradient Immunity: Null-Space Resistance to Malicious Fine-Tuning

    Aug 5, 2026Yuxuan Huang, Xingyu Zeng, Tianhang Zheng +1Large Language Model SafetyModel Fine-Tuning

    Shanghai Artificial Intelligence Laboratory · Shanghai Jiao Tong University · Shenzhen University of Advanced Technology +1

  20. Can LLMs Test Terminal User Interfaces?

    Aug 4, 2026Chao Peng, Ruida Hu, Ajitha Rajan +3Generative User InterfaceTest Generation

    University of Edinburgh · United Kingdom · Harbin Institute of Technology +3

  21. SecondOpinion: Anatomy-Aware Gated Reasoning for Efficient Medical Image Analysis

    Aug 3, 2026Siam Tahsin Bhuiyan, Rashedur Rahman, Sefatul Wasi +4Medical ImagesAnatomy

    Center for Computational & Data Sciences, Independent University, Bangladesh, Dhaka, Bangladesh · Department of Computer Science and Engineering, Independent University, Bangladesh, Dhaka, Bangladesh · Graduate School of Engineering, University of Hyogo, Kobe, Japan

  22. WitCert: Sound Runtime Risk Observability and Gating for KV-Cache Quantization

    Jul 30, 2026Fanzhe Wei, Li Liu, Ziyang Wang +1Key-Value Cache QuantizationCache

    Metask Lab

  23. Safety-Gated Agentic Supervisory Control on a Coupled Distillation Benchmark: Regime Map, Auditable Gate, and Co-Design Findings

    Jul 30, 2026Christian RosenthalSafety ConstraintsArtificial Intelligence Control

    Sole author — independent research, industrial AI methodology

  24. SAFViT: Spatial Attention Fusion Gating for Vision Transformer-Based Nucleus Segmentation and Classification

    Jul 30, 2026Harshit Mittal, Arash RabbaniSpatial AttentionGating

  25. DS@GT ARC at MEDIQA-CORE-Task-1 2026: Trimodal Model Fusion with Task-Specific Gates for Brain Tumor Subtype Classification

    Jul 30, 2026Hoang Thanh Thanh Truong, Charles R. ClarkBrain Tumor ClassificationMultimodal Fusion

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332 · University of Florida, Stadium Rd, Gainesville, FL 32611

  26. SFGA: A Statistics-First Gating Architecture with Adjudicative Escalation for Trustworthy SFT Data Procurement

    Jul 21, 2026Arther Tian, Alex Ding, Simon Wu +1GatingAlignment-Aware Selection

    DGrid AI

  27. Conditional Reliability of Toxicity Signals for Multilingual and Code-Mixed Abuse Detection

    Jul 17, 2026Indraveni Chebolu, Rohan Singh, Arnab Mallick +1ToxicityContent Moderation

    Centre for Development of Advanced Computing, Hyderabad, India

  28. Modular Pretraining Enables Access Control

    Jul 9, 2026Ethan Roland, Murat Cubuktepe, Erick Martinez +8Access ControlGating

    1AE Studio · 2Independent · 3Anthropic

  29. EeveeDark: A Binary Neural Framework for Low-Light Video Enhancement via Event-Guided Sensor-Level Fusion

    Jul 7, 2026Onur Eker, Erkut Erdem, Aykut ErdemLow-Light Image EnhancementVideo Compression

    Department of Computer Engineering, Hacettepe University, TR-06800 Ankara, Turkey, and also with HAVELSAN Inc., TR-06510, Ankara, Turkey · Department of Computer Engineering, Hacettepe University, TR-06800 Ankara, Turkey, and also with the Koc University Is Bank AI Center, TR-34450, Istanbul, Turkey · Department of Computer Engineering, Koc University, TR-34450 Istanbul, Turkey, and also with the Koc University Is Bank AI Center, TR-34450, Istanbul, Turkey

  30. Localized LoRA-MoE: Block-wise Low-Rank Experts With Adaptive Routing

    Jul 6, 2026Babak Barazandeh, Subhabrata Majumdar, Vinay Prithyani +1Layer-WiseLocalized Lora-Moe

    Fortinet · Indian Institute of Management Bangalore · Citadel Securities +1

  31. Governed Individuation: Cryptographically Decoupling an Agent's Learning from Its Authority

    Jul 6, 2026Xue Qin, Simin Luan, Cong Yang +1AuthorityAutonomous Agents

    School of Software, Harbin Institute of Technology, Harbin, China · School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China · School of Future Science and Engineering, Soochow University, Suzhou, China

  32. Capability Gates Are Not Authorization: Confused-Deputy Failures in LLM Agent Frameworks

    Jun 27, 2026David Mellafe ZuvicAuthorizationLarge Language Model Agents

    Independent Security Research Chile

  33. From Dataset Spectral Geometry to Network Weights: A Geometry-Aware Initialization for Sigmoidal MLPs in Image Classification

    Jun 26, 2026Yi-Shan ChuMultilayer PerceptronsModel Weights

    Institute of Statistical Science, Academia Sinica, Taipei, Taiwan (R.O.C.)

  34. Fortress and Gatekeeper: Theorizing Transitive Trust in Third-Party Cybersecurity Risk Governance

    Jun 25, 2026Yijun Chen, Misita AnwarCybersecurityGovernance

    Macquarie University, NSW, Australia · Monash University, Swinburne University of Technology, VIC, Australia

  35. SURGELLM: Rethinking Multi-Task Evaluation through Task-Aware Feature Gating with Class-Balanced Normalization

    Jun 23, 2026Noor Islam S. Mohammad, Ulug BayazitNatural Language ProcessingTransformer Architectures

    Dept. of Computer Science, Istanbul Technical University

  36. Blockwise Policy-Drift Gating for On-Policy Distillation

    Jun 23, 2026Liwen Zheng, Haiyun JiangEfficient On-Policy DistillationGating

    Independent Researcher

  37. SCOPE: Sequential Conformal Probing for Reliable OOD Rejection in LLM Services

    Jun 19, 2026Zhuoyun Li, Boxuan Wang, Changshun Wu +2Out-Of-DistributionLarge Language Model Backbones

    School of Computer Science and Informatics, University of Liverpool, United Kingdom

  38. From Argument Components to Graphs: A Multi-Agent Debate with Confidence Gating for Argument Relations

    Jun 14, 2026Jakub Bąba, Jarosław A. ChudziakMulti-Agent DebateDebate

    Faculty of Electronics and Information Technology, Warsaw University of Technology, Poland

  39. One Goal, Many Commands: Characterizing Denylist Fragility in AI Agents

    Jun 14, 2026Chuyang Chen, Zhiqiang LinArtificial Intelligence AgentsFragility

    The Ohio State University

  40. AQ4SViT: An Automated Quantization Framework with Search Gating Policy for Compressing Spiking Vision Transformers

    Jun 14, 2026Rachmad Vidya Wicaksana Putra, Saad Iftikhar, Muhammad ShafiqueSelf-Supervised Vision TransformersGating

    eBRAIN Lab, Division of Engineering, New York University (NYU) Abu Dhabi, United Arab Emirates (UAE)

  41. "That's AI Slop, You Bot!" Studying Accusations, Evidence, and Credibility in Online Discourse Towards LLM-Generated Comments

    Jun 10, 2026Jason Miklian, John E. KatsosGenerative Artificial IntelligenceCredibility

    University of Oslo · American University of Sharjah

  42. TimeRouter: Efficient and Adaptive Routing of Time-Series Foundation Models

    Jun 10, 2026Kanghui Ning, Yushan Jiang, Kashif Rasul +3Time Series Foundation ModelsTimestep Embeddings

    School of Computing, University of Connecticut, Storrs, USA · Department of Machine Learning Research, Morgan Stanley, New York, USA.

  43. Small Experiments, Cheaper Decisions: A Case Study in Staged Promotion for Micro-Pretraining

    Jun 9, 2026Felipe Chavarro PolaniaToken Budget AllocationPretraining

    Hewlett Packard Enterprise

  44. Frequency-Domain Latent Attention Gating for Cross-Domain Token Aggregation

    Jun 6, 2026Kewei Li, Rongying Zhang, Xueli Wang +5GatingSpectral

    College of Computer Science and Technology, Jilin University, Changchun, 130012, China. · Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, 130012, China. · Institute for Quantitative and Computational Biology, University of California, Los Angeles, 90024, United States of America. +2

  45. The Governance of Human-LLM Interaction: Safety Gating, Civility Steering, and Affective Default Lock-In

    Jun 6, 2026Manuele Reani, Hongjian Zhang, Hongyu TianLarge Language Model SafetyGovernance

    School of Management and Economics, The Chinese University of Hong Kong, Shenzhen, China

  46. TaDA: Calibrated Probe Gating for Task-Domain LoRA Merging

    Jun 3, 2026Huy Quoc To, Fuyi Li, Guangyan Huang +1Low-Rank Adaptation AdaptersLarge Language Model Adaptation

    Deakin University, Melbourne, VIC, Australia · Adelaide University, Adelaide, SA, Australia

  47. ToolGate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents

    Jun 2, 2026Anjie Liu, Yan Song, Zhixun Chen +3Tool InvocationGating

    The Hong Kong University of Science and Technology (Guangzhou) · University College London · AI Lab, The Yangtze River Delta

  48. Confidence-Adaptive SwiGLU for Mixture-of-Experts

    May 30, 2026Shaohua Li, Xiuchao Sui, Xiaobing Sun +4Mixture-Of-ExpertsGating

    Institute of High Performance Computing, Agency for Science, Technology and Research, Singapore · Shanghai University of Engineering Science, China

  49. Primitive Subspaces Mediate Few-Shot Transfer in VLAs

    May 29, 2026Anya Singh, Cabrel Happi, Jai Relan +2Few-Shot LearningSubspace

    Relling Systems

  50. Attested Tool-Server Admission: A Security Extension to the Model Context Protocol

    May 22, 2026Alfredo MetereModel Context ProtocolUntrusted Content

    Enclawed LLC

  51. Survive or Collapse: The Asymmetric Roles of Data Gating and Reward Grounding in Self-Play RL

    May 21, 2026Sophia Xiao Pu, Zhaotian Weng, Chengzhi Liu +4Self-PlayUnsupervised On-Policy Self-Distillation

    University of California, Santa Barbara · Cisco Research

  52. The Readout Shortcut: Positional Number Copying Dominates Arithmetic CoT Readout in Small Language Models

    May 20, 2026Ming LiuInstruction-Tuned ModelsTask Arithmetic

    Amazon

  53. Hallucination as Exploit: Evidence-Carrying Multimodal Agents

    May 18, 2026Guijia Zhang, Hao Zheng, Harry YangMultimodal AgentsReference-Guided Multimodal In-Context Verification

    1Shenzhen University · 2HKUST

  54. Avoiding Structural Failure Modes in Tabular Fair SSL: Online Primal-Dual Allocation under Confidence Gating

    May 15, 2026Hangchuan Liang, Changchun LiAlgorithmic FairnessSemi-Supervised Learning

    College of Computer Science and Technology, Jilin University, China · Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, Jilin University, China

  55. JANUS: Anatomy-Conditioned Gating for Robust CT Triage Under Distribution Shift

    May 13, 2026Lavsen Dahal, Yubraj Bhandari, Geoffrey Rubin +1Cone-Beam Computed TomographyRadiomics

    Center for Virtual Imaging Trials, RAI Labs, Department of Radiology, Duke University, Durham NC 27708, USA · Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, NC 27708, USA · Department of Mathematics, Trinity College of Arts & Sciences, Duke University,2026 Durham, NC 27708, USA +1

  56. When Adaptation Fails: A Gradient-Based Diagnosis of Collapsed Gating in Vision-Language Prompt Learning

    May 10, 2026Yunxuan Fang, Ziwei Zhang, Xinhe WangVision-Language Model AdaptationMultiple Prompt Learning Frameworks

    Beihang University · Beijing, China

  57. FedCIGAR: A Personalized Reconstruction Approach for Federated Graph-level Anomaly Detection

    May 10, 2026Yunfeng Zhao, Yixin Liu, Qingfeng Chen +3Generalist Graph Anomaly DetectionFederated Graph Learning

    Guangxi University · Griffith University

  58. Learning Material-Aware Hamiltonian Risk Fields for Safe Navigation

    May 7, 2026Aditya Sai Ellendula, Yi Wang, Chandrajit BajajSafe NavigationConditional-Value-At-Risk

    Department of Computer Science, University of Texas at Austin, Austin, TX 78712, USA · Oden Institute, University of Texas at Austin, Austin, TX 78712, USA

  59. Same Signal, Opposite Meaning: Direction-Informed Adaptive Learning for LLM Agents

    May 7, 2026Ziming Li, Jiatan Huang, Xiaoguang Guo +2Large Language Model AgentsGating

    University of Connecticut · New Jersey Institute of Technology

  60. QuIDE: Mastering the Quantized Intelligence Trade-off via Active Optimization

    May 5, 2026Xiantao JiangQuantizedNeural Network Inference

    College of Information Engineering, Shanghai Maritime University Shanghai 201306, China