Correction

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Period ending 2026-09-21

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  1. MDQEC-QAS: Meta-Decoding for Quantum Error Correction with Hardware-Aware VQC Search and Confidence-Gated Recovery

    Jul 12, 2026Prashant Kumar Choudhary, Nouhaila Innan, Muhammad Shafique +1Quantum Error CorrectionVariational Quantum Circuits

  2. RecRec: Recursive Refinement for Sequential Recommendation

    Jul 12, 2026Pervez Shaik, Prosenjit Biswas, Abhinav Thorat +2Sequential RecommendationRecommendation

  3. Normalisation-Based Likelihood Ratio Estimation for Forensic Authorship Verification

    Jul 10, 2026Sadie Barlow, Andrea Nini, Edoardo ManinoAuthorshipMultimedia Forensics

  4. Spectral Origins of the Self-Correction Blind Spot in Autoregressive Generation

    Jul 9, 2026Ingrid Petrova, Luan VejsiuIterative Self-CorrectionAutoregressive Language Models

  5. SmartHomeSecure: Automated Detection and Repair of Smart Home Configuration Errors Using Large Language Models

    Jul 7, 2026Yizhi Wang, Xinghua Gao, Reachsak Ly +1Smart HomesRemediation

  6. Multi-Channel Spread-Spectrum Code Watermarking

    Jul 7, 2026Soohyeon Choi, Debin Gao, Yue DuanWatermarkingWatermarks

  7. Latency-Constrained Hardware-Aware Quantum Error Correction Co-Design with Adaptive Confidence-Gated Neural Decoding for the Rotated Surface Code

    Jul 7, 2026Sumit ChongderQuantum Error CorrectionError Correction

  8. Low-Overhead Error-Corrected QCNNs Using Bivariate Bicycle Codes

    Jul 7, 2026Alejandro Rosales, Animesh YadavQuantum Error CorrectionQuantum Computing

  9. Reason, Reward, Refine: Step-Level Errors Corrections with Structured Feedback for Physics Reasoning in Small Language Models

    Jul 6, 2026Raj Jaiswal, Dhruv Jain, Rishabh Dhawan +4Reasoning ErrorsCorrection

  10. Rethinking On-Policy Self-Distillation for Thinking Models

    Jul 6, 2026Simran Kaur, Narutatsu Ri, Yinghui He +2Unsupervised On-Policy Self-DistillationOn-Policy Distillation

  11. Wrong Before Right: Late Rescue and Interface Failure in Aligned Language Models

    Jul 6, 2026Jiaqi DengModel ActivationsWrong

  12. Anchored Self-Play for Code Repair

    Jul 3, 2026Caroline Choi, Zeyneb Kaya, Shirley Wu +3Self-PlayIterative Self-Correction

  13. Lightweight Polyp Segmentation via a Gain-Aware Prediction-Space Recursive Controller

    Jul 3, 2026Jiachi Zhang, Zhuoyu Wu, Quanjun Wang +2Polyp SegmentationArtifact Correction

  14. LACE-SVD: Loss-Aware SVD with Cumulative Error Correction for LLM Compression

    Jul 3, 2026Zhuowen Liu, Longkun Hao, Shiyu Feng +3Large Language Model CompressionLow-Rank Factorization

  15. Repair the Amplifier, Not the Symptom: Stable World-Model Correction for Agent Rollouts

    Jul 2, 2026Xinyuan Song, Zekun CaiLong RolloutsLarge Language Model Planning

  16. ESC: Emotional Self-Correction for Reliable Vision-Language Models

    Jul 1, 2026Tien-Huy Nguyen, Minh-Nhat Nguyen, Nguyen Nhat Huy +9Iterative Self-CorrectionMultimodal Reasoning Benchmarks

  17. Know When to Stop: Segment-Level Credit Assignment for Reducing Overthinking

    Jul 1, 2026Chia-Hsuan Lee, Sihui Dai, Mingyang Zhou +4Reasoning TracesIterative Self-Correction

  18. One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution

    Jun 30, 2026Jie Ma, Binfei Chu, Jie Gao +6AutoresearchIterative Self-Correction

  19. Reflect-R1: Evidence-Driven Reflection for Self-Correction in Long Video Understanding

    Jun 26, 2026Shuimu Chen, Yuteng Chen, Yuanshen Guan +7Video UnderstandingIterative Self-Correction

  20. The Context-Ready Transformer

    Jun 25, 2026Mahesh GodavartiTransformer LayersTransformer Architectures

  21. Heavy-Ball Q-Learning with Residual Weighting Correction

    Jun 25, 2026Donghwan LeeQ-LearningCorrection

  22. Erase-then-Delta Attention: Decoupling Erase and Write Addresses in Delta-Rule Linear Attention

    Jun 25, 2026Xiao Li, Chengruidong Zhang, Hao Luo +15Recurrent ModelConcept Erasure

  23. MedGuards: Multi-Agent System for Reliable Medical Error Detection and Correction

    Jun 24, 2026Congbo Ma, Hu Wang, Yichun Zhang +1CorrectionGuard

  24. Evidence for feature-specific error correction in LLMs

    Jun 23, 2026Francisco Ferreira da Silva, Stefan HeimersheimLarge Language Model PerformanceError Correction

  25. When Does Intrinsic Self-Correction Help? A Task-Sensitive Analysis

    Jun 22, 2026Elroy Stav, Dvir Berlowitz, Maayan Orner +1Iterative Self-CorrectionSelf-Assessments

  26. Denoising Iterative Self-Correction: Structured Verification Loops for Reliable LLM Reasoning

    Jun 19, 2026Shen Yin, David Ken, Joel StremmelIterative Self-CorrectionReasoning Errors

  27. Error-Aware TF-IDF Retrieval-Augmented Generation for ASR Error Correction

    Jun 19, 2026Mohammad Aref Jafari-RaddaniAutomatic Speech Recognition SystemsCorrection

  28. Demystifying Numerical Instability in LLM Inference: Achieving Reproducible Inference for Mission-Critical Tasks with HEAL

    Jun 19, 2026Zhenting Zhu, Lucas Thai, Shan Yu +5Full-Precision PerformanceLLM Inference Efficiency

  29. Continuous-Time Probabilistic Correctors for Uncertainty-Aware Physics-Based Spacecraft Trajectory Forecasting

    Jun 19, 2026Muhammad Bilal Shahid, Zhanhong Jiang, Soumik Sarkar +1Predictive UncertaintyTrajectory Prediction

  30. Self-Preference Is Weak or Absent in Verifiable Instruction-Following Revision: A Four-Model Test Under Genuine Authorship

    Jun 18, 2026William Guey, Pierrick BougaultIterative Self-CorrectionAuthorship

  31. Correct Yourself, Keep My Trust: How Self-Correction and Social Connection Shape Credibility in Social Chatbots

    Jun 17, 2026Biswadeep Sen, Yi-Chieh LeeIterative Self-CorrectionChatbots

  32. Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

    Jun 17, 2026Zhilin Huang, Hang Gao, Ziqiang Dong +6Unsupervised On-Policy Self-DistillationIterative Self-Correction

  33. Hallucination Detection and Correction in Medical VLMs via Counter-Evidence Verification

    Jun 17, 2026Nan Zhou, Ke Zou, Meng Liu +5Robust Hallucination DetectionHallucination Detection

  34. Quantum-classical hybrid models based on error correction for time series forecasting

    Jun 13, 2026Jonathan H. A. de Carvalho, Filipe C. de L. Duarte, Fernando M. de Paula Neto +1Hybrid Quantum Neural NetworksLoad Forecasting

  35. Ontology Memory-Augmented ASR Correction for Long Text-Speech Interleaved Conversations

    Jun 11, 2026Xinxin Li, Huiyao Chen, Meishan Zhang +6CorrectionOntology

  36. Getting Better at Working With You: Compiling User Corrections into Runtime Enforcement for Coding Agents

    Jun 11, 2026Yujun Zhou, Kehan Guo, Haomin Zhuang +8Coding AgentsAgent Memory

  37. Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts

    Jun 11, 2026Hao Zou, Zachary Horvitz, Chandhru Karthick +2SummarizationPreservation

  38. LoMC: Localized Multidirectional Correction for Refusal Suppression in Routed Foundation Models

    Jun 10, 2026Yan Hong, Kedong Xiu, Wei Li +6Artifact CorrectionWireless Foundation Models

  39. ChartLens: A Dual-Branch Framework for Chart Data Correction and Factual Summary Refinement

    Jun 9, 2026Hao Liu, Ruping Cao, Kun Wang +4ChartSummarization

  40. Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur?

    Jun 8, 2026Apratim Bhattacharyya, Shweta Mahajan, Sanjay Haresh +5Video DatasetFew-Step

  41. Cross-Source Reasoning-based Correction for Author Name Disambiguation

    Jun 7, 2026Fanjin Zhang, Yunhe Pang, Bo Chen +4AuthorshipDisambiguation

  42. Quantum Global Variational Learning for Quantum Error Correction

    Jun 7, 2026Shun Ryuzaki, Hideo MukaiQuantum Error CorrectionQuantum Neural Networks

  43. More Yap Less Meaning: Uncovering Self-Improvement Behavior in SLMs

    Jun 7, 2026Marina Igitkhanian, Erik ArakelyanIterative Self-CorrectionSmall Language Models

  44. Structure-Preserving Correction Learning for Sparse Bayesian Inference in Brain Source Imaging

    Jun 5, 2026Marco Morik, Xiao Ruiting, Shinichi Nakajima +2Electroencephalography Spatial Super-ResolutionNeuroimaging Models

  45. When Attribution Patching Lies: Diagnosis and a Second-Order Correction

    Jun 5, 2026Luyang Zhang, Jialu WangTraining Data AttributionMechanistic Interpretability

  46. The Self-Correction Illusion: LLMs Correct Others but Not Themselves

    Jun 4, 2026Kuan-Yen Chen, Fang-Yi Su, Jung-Hsien ChiangIterative Self-CorrectionIllusions

  47. Multi-Column RBF Neural Network Using Adaptive and Non-Adaptive Particle Swarm Optimization

    Jun 3, 2026Ammar Hoori, Yuichi MotaiRadial Basis FunctionParticle Swarm Optimization

  48. Self-Reflective APIs: Structure Beats Verbosity for AI Agent Recovery

    Jun 3, 2026Arquimedes Canedo, Grama ChethanFeedback LearningIterative Self-Correction

  49. IMPose: Interactive Multi-person Pose Estimation with Dynamic Correction Propagation

    Jun 3, 2026Haoyang Ge, Jian Ma, Ziwen Wang +53D Pose EstimatorCategory-Level Object Pose Estimation

  50. Fast Unlearning at Scale via Margin Self-Correction

    Jun 1, 2026Federico Di Gennaro, Alexander Shevchenko, Fanny YangSeveral Approximate Unlearning StrategiesForgetting

  51. Wind Turbine Maintenance Log Labelling Framework: LLM-Driven Data Correction and Enrichment via Semantic Extraction of Reliability Intelligence

    May 29, 2026Max Malyi, Jonathan Shek, Alasdair McDonald +1Offshore Wind TurbinePredictive Maintenance

  52. Q-ANCHOR: Federated Quantum Learning with ZNE-guided Correction

    May 28, 2026Hoang M. Ngo, Quan Nguyen, Wanli Xing +1Federated LearningFederated Averaging

  53. Better Later Than Sooner: Neuro-Symbolic Knowledge Graph Construction via Ontology-grounded Post-extraction Correction

    May 27, 2026Lorenzo Loconte, Timothy Hospedales, Cristina CornelioKnowledge GraphsCorrection

  54. Score Based Error Correcting Code Decoder

    May 27, 2026Alon Helvits, Eliya NachmaniError CorrectionSignal-To-Noise Ratio

  55. Learning Logical Operations for Arbitrary Quantum Error Correction Codes

    May 27, 2026Nico Meyer, Christopher Mutschler, Dominik Seuß +2Quantum Error CorrectionPost-Quantum Cryptography

  56. The Shape of Overthinking: Backtracking Bursts in Long Reasoning Traces

    May 27, 2026Navid Rezazadeh, Arash Gholami DavoodiReasoning TracesIterative Self-Correction

  57. ReSAE: Residualized Sparse Autoencoders for Multi-Layer Transformer Interventions

    May 27, 2026Prathyush Poduval, Calvin Yeung, Neel Desai +1Improving Sparse AutoencodersTransformer Residual Streams

  58. Detection Without Correction: A Two-Parameter Decomposition of Multi-Stage LLM Pipelines

    May 26, 2026Prashanti Nilayam, Kiran Ramanna, Prashil TumbadeIterative Self-CorrectionMulti-Agent Debate

  59. HTMLCure: Turning Browser Experience into State Guided Repair for Interactive HTML

    May 26, 2026Jiajun Wu, Jian Yang, Tuney Zheng +4Browser AgentIterative Self-Correction

  60. On the Error-Correcting Effects of Stochasticity in Discrete Diffusion

    May 26, 2026William Yuan, Sungwon Jeong, Amirali AghazadehDiscrete Diffusion ModelStochastic