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6 papers in the last four weeks, down 25% on the four weeks before. 0.1% of all new papers.

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  1. RankEvolve: A Reliable Multi-Agent Auto-Research Harness for Evolving Ranking Models

    Sep 30, 2026Zheng Chen, Linfeng Liu, Hong Li +1Mle-Bench LiteReliable

    Meta

  2. Learning Reliable GUI Agents under Imperfect Priors

    Sep 30, 2026Bo Han, Qianyi Wang, Shuai Liu +9Graphical User Interface AgentsReliable

    Xi’an Jiaotong University · MiLM Plus, Xiaomi Inc.

  3. How Reliable Are Predicted MOS for Reproducing Human System-Level Preferences in Speech Enhancement?

    Sep 30, 2026Nahomi Kusunoki, Tsubasa Ochiai, Naohiro Tawara +4Mean Opinion ScoresSpeech Enhancement

    Waseda University, Japan · NTT, Inc., Japan

  4. SafeVantage: Vantage-Aware Memory for Reliable Embodied Decisions

    Sep 29, 2026Sean Hardesty Lewis, Zuyi Guo, Benwang Chen +3Viewpoint-Dependent Active PerceptionVisibility

    Massachusetts Institute of Technology · Korea Advanced Institute of Science and Technology · Nanyang Technological University +1

  5. Reliability Engineering for AI Systems: Challenges, Methods, and Directions

    Sep 28, 2026Rong Pan, Yili Hong, Min XieArtificial Intelligence RiskArtificial Intelligence Systems

    Arizona State University, Tempe, AZ, USA · Virginia Tech, Blacksburg, VA, USA · City University of Hong Kong, Hong Kong

  6. RefineDrive: Reliable Failure-Guided Learning for Vision-Language-Action Driving

    Sep 28, 2026Zhe Sun, Ziyi Luo, Yehao Lu +2Autonomous DrivingDrives

    College of Computer Science and Technology, Zhejiang University, Hangzhou, China · Yinwang Intelligent Technology Co., Ltd.

  7. Lost with a Map: Conversational State and Behavioral Reliability in Language Models

    Sep 27, 2026Atahan Dokme, Larry HeckConversational ContextInstruction-Tuned Models

    Georgia Institute of Technology

  8. Reliability Theory for AI Control

    Sep 22, 2026Grant MolnarReliableTheory

    Google DeepMind

  9. From Reliable Text to Real Voices: Trust-Aware Progressive Adaptation for Low-Resource TTS

    Sep 22, 2026Jiayi Lu, Yizhong Geng, Jinghan Yang +4Reliable

    Beijing Logic Intelligence Technology · University of Washington · Beijing University of Posts and Telecommunications +2

  10. Reliable Virtual Sensing: A Multi-Domain Benchmark for Robustness Under Sensor Failures

    Sep 16, 2026Jens U. Brandt, Noah C. Puetz, Alexander Windmann +4Robot FailuresVision Sensors

    TH Köln · Leiden University · Helmut Schmidt University +1

  11. FailBench: How Reliable are VLMs at Judging Robot Task Success?

    Sep 3, 2026Zaruhi Navasardyan, Tatul Danielyan, Hrant DavtyanRobotic ManipulationRobot Systems

    Metric AI Lab

  12. Towards a Reliable and Practical Eval Pipeline

    Sep 1, 2026Emma Thuong Nguyen, Abhishek GhoseEvaluation AgentReliable

    Salesforce

  13. Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence

    Aug 13, 2026Varun Pratap Bhardwaj, Garima Singh, Arun Pratap BhardwajConditional IndependenceContracts

    Qualixar / Independent Researcher, India · Independent Researcher, India

  14. ReLTEx: Reliable LLM-based Taxonomy Expansion

    Aug 11, 2026Zeinab Ghamlouch, Mehwish AlamTaxonomyEnrichment Analysis

    Télécom Paris, Institut Polytechnique de Paris, France

  15. CARE: Confidence-Aware Reasoning for Reliable Medical VQA

    Aug 11, 2026Yuetian Du, Yucheng Wang, Zhenyuan Chen +9Medical Visual Question AnsweringClinical Reasoning Training

    Zhejiang University · Ant Group · University of Michigan +1

  16. Mitigating Context Interference for Reliable and Efficient Search Agents

    Aug 11, 2026Boyang Xue, Bin Wu, Shuofei Qiao +8Search AgentsInterference

    The Chinese University of Hong Kong · MoE Key Laboratory of High Confidence Software Technologies · University College London +3

  17. PPDL: LLM-Based Flows as Probabilistic Programs

    Aug 5, 2026Louis Mandel, Guillaume Baudart, Mandana Vaziri +1Large Language Model UncertaintyLarge Language Model Workflows

    IBM, New York, USA · Université Paris Cité, Inria, CNRS, IRIF, France

  18. Quality Diversity for Reliable Data Driven Time-Use Optimization

    Aug 5, 2026Aneta Neumann, Ty Stanford, Dorothea Dumuid +1Uncertainty QuantificationReadmission Prediction

    Optimisation and Logistics School of Computer and Mathematical Sciences Adelaide University Adelaide, Australia · School of Allied Health and Human Performance Adelaide University Adelaide, Australia

  19. Why Ranking Anomaly Detection Algorithms Isn't as Reliable as You May Think

    Aug 5, 2026Simon Klüttermann, Jérôme Rutinowski, Frederik Polachowski +1Anomaly ScoreBenchmark Datasets

    Carnegie Mellon University, Pittsburgh, USA · TU Dortmund University, Dortmund, Germany · Lamarr Institute for Machine Learning and Artificial Intelligence, Germany +2

  20. Towards Reliable and Reproducible Fetal Brain Biometry: A Deep Learning Approach Using MRI

    Aug 4, 2026Francesca Maccarone, Marina Di Stefano, Giorgio Longari +7Prenatal UltrasoundMagnetic Resonance Imaging

    NeuroImaging Laboratory, Scientific Institute IRCCS Eugenio Medea, Bosisio Parini (LC), Italy · University of Milano-Bicocca, Milan, Italy · Image Sciences Institute, Division Imaging and Oncology, University Medical Center Utrecht, Utrecht, The Netherlands

  21. GGC: Selective Query Correction for Reliable Text-to-SPARQL Generation

    Jul 30, 2026Ziyi Yang, Thanh-Son Nguyen, Tuan Anh Nguyen +1SparqlGraph-Based Retrieval Augmented Generation

    1Nanyang Technological University, Centre for Info. Sciences and Systems · Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), Singapore

  22. ClawTrack: Towards Trace-Level Evaluation and Improvement of Real-World Autonomous Agents

    Jul 30, 2026Xingjian Wu, Xuhang Zhu, Xingchen Liu +6Autonomous AgentsClaw-Like Agent

    Meituan

  23. MedXplore: Towards Reliable and Unbiased Generalized Category Discovery in Medical Imaging

    Jul 30, 2026Jianwei He, Kailin Lyu, Junhao Dong +6Medical Image ClassificationMedical Imaging

    Institute of Automation, Chinese Academy of Sciences Beijing, China · Nanyang Technological University Singapore, Singapore

  24. How Reliable Are Multimodal Signals of Conversational State? Evidence from Remote Dyadic Collaborative Tasks

    Jul 20, 2026Tahiya ChowdhuryConversational ContextProsody

    Colby College Waterville, Maine, United States

  25. Debate-on-Graph: Reliable and Adaptive Reasoning of Large Language Model on Uncertain Knowledge Graph

    Jul 19, 2026Peiji Yu, Xin Chen, Tianxing WuKnowledge GraphsLLM Reasoning Strategies

    School of Computer Science and Engineering, Southeast University, Nanjing, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China

  26. Towards Reliable AI-Assisted Analog Design: Template-Constrained LLM Agents for SAR ADC Generation

    Jul 15, 2026Dimple Vijay Kochar, Hae-Seung Lee, Anantha P. ChandrakasanAnalog DesignAnalog

    Massachusetts Institute of Technology · Cambridge, MA, USA

  27. Do LLM-Generated Skills Make Better AI Data Scientists? A Component Ablation Across Data-Science Workflows

    Jul 8, 2026Wei-Jung HuangData Science AgentsSkills

    Independent Researcher United States

  28. GPUSimBench: Towards Scalable and Reliable GPU-Accelerated Simulators in Embodied AI

    Jul 6, 2026Huzhenyu Zhang, Shenghai Yuan, Wenrui Yan +4Physics SimulationScalable Robot Learning

    Shanghai AI Laboratory, China · MIRAI, Russia · Nanyang Technological University, Singapore +2

  29. Denoised Conformal Alignment for Reliable Selection of Conditional Average Treatment Effect Predictions

    Jul 3, 2026Xinyun Lu, Haoang Chi, Zhiheng ZhangHeterogeneous Treatment EffectsReliable

    Shanghai University of Finance and Economics · Shanghai Jiao Tong University · National University of Defense Technology, Changsha, China +2

  30. MAS-Lab: A Specification-Driven Validation Framework for Reliable Multi-Agent Systems

    Jun 29, 2026Jordan Augé, Giovanna Carofiglio, Giulio Grassi +1Model-Based Multi-Agent SystemsAgentic Framework

    Cisco Systems Paris, France

  31. ToolMenuBench: Benchmarking Tool-Menu Filtering Strategies for Reliable and Efficient LLM Agents

    Jun 13, 2026Rahul Suresh Babu, Laxmipriya Ganesh IyerLarge Language Model AgentsReliable

    Independent Researcher United States of America

  32. Trust Between AI Agents: Measuring Formation, Breakage, and Recovery, with Implications for Governing Multi-Agent Systems

    Jun 12, 2026Yujiao ChenAI TrustworthinessArtificial Intelligence Agents

    Massachusetts Institute of Technology Cambridge, MA 02139

  33. XFlow: An Executable Protocol Programming System for Reliable Multi-Agent Workflows

    Jun 11, 2026Hanqi Li, Jing Peng, Zijian Wang +2Multi-Agent WorkflowsAgentic Workflow Design

    X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University, Shanghai, China · Suzhou Laboratory, Suzhou, China · Shanghai Innovation Institution, Shanghai, China +1

  34. A Reliable Fault Diagnosis Method Based on Belief Rule Base Consider Robustness Analysis

    Jun 9, 2026Mingyuan Liu, Dan Yin, Zongzong WuFault DiagnosisRobustness Verification

    Central South University, Changsha, Hunan, P.R. China.

  35. WebChallenger: A Reliable and Efficient Generalist Web Agent

    Jun 9, 2026Jayoo Hwang, Xiaowen Zhang, Vedant PadwalWeb AgentsExploration

    ML Collective · Independent

  36. Reliable to Expressive: A Curriculum for Rubric-Following Safety Judges

    Jun 8, 2026Yongtaek Lim, Hyeji Choi, Minwoo KimSafety BenchmarksJudges

    AI Safety Team, DATUMO.INC, Seoul, South Korea.

  37. Design a Reliable LLM-Integrated Interface for Mortality Forecasting

    Jun 4, 2026Thi Kim Ngan NguyenIntensive Care Unit Mortality PredictionLarge Language Model Forecasting

    Curtin University

  38. Statistically Reliable LLM-Based Ranking Evaluation via Prediction-Powered Inference

    Jun 3, 2026Abhishek DivekarHuman AnnotationsReliable

    Amazon

  39. Divide and Conquer: Reliable Multi-View Evidential Learning for Deepfake Detection

    Jun 1, 2026Xiaolu Kang, Zhongyuan Wang, Jikang Cheng +5Deepfake DetectionMulti-View

    School of Computer Science, Wuhan University, Wuhan, China · School of Integrated Circuits, Peking University, Beijing, China · School of Information, Huazhong Agricultural University, Wuhan, China +2

  40. Reliable Reasoning with Large Language Models via Preference-Based Maximum Satisfiability

    May 28, 2026Pedro Orvalho, Marta Kwiatkowska, Guillem Alenyà +1LLM Reasoning StrategiesSatisfiability

    Artificial Intelligence Research Institute (IIIA) Consejo Superior de Investigaciones Científicas (CSIC) Barcelona, Catalonia, Spain · Department of Computer Science University of Oxford Oxford, UK · Institut de Robòtica i Informàtica Industrial (IRI-CSIC-UPC) Barcelona, Catalonia, Spain

  41. PatchBoard: Schema-Grounded State Mutation for Reliable and Auditable LLM Multi-Agent Collaboration

    May 28, 2026Shuyu Zhang, Yaqi Shi, Jiarui Zhang +2State-TrackingKeyed Javascript Object Notation Record Yields

    School of Computer Science and Technology Xidian University Xi’an, China

  42. Towards Reliable Multilingual LLMs-as-a-Judge: An Empirical Study

    May 27, 2026Irune Zubiaga, Aitor Soroa, Rodrigo AgerriMultilingual BenchmarkLarge Language Model Evaluation

    HiTZ Center - Ixa, University of the Basque Country EHU

  43. Confidence and Calibration of Activation Oracles for Reliable Interpretation of Language Model Internals

    May 25, 2026Federico Torrielli, Peter Schneider-Kamp, Lukas Galke PoechModel ActivationsLanguage Model Computes

    University of Turin · University of Southern Denmark

  44. R2AoP: Reliable and Robust Angle of Progression Estimation from Intrapartum Ultrasound

    May 20, 2026Yuanhan Wang, Yifei Chen, Beining Wu +7Prenatal UltrasoundOptical Coherence Tomography

    Tsinghua University, Beijing, China · Hangzhou Dianzi University, Hangzhou, China · Shenzhen Research Institute of Big Data, Shenzhen, China

  45. RISE: Reliable Improvement in Self-Evolving Vision-Language Models

    May 20, 2026Chaoran Xu, Yingmao Miao, Pengfei Zhang +3Recent Vision-Language ModelsMultimodal Reasoning

    AMAP, Alibaba Group

  46. Decision-Path Patterns as Tree Reliability Signals: Path-based Adaptive Weighting for Random Forest Classification

    May 20, 2026Youngjoon ParkRandom ForestTrees

    Independent Researcher

  47. Learning What Evaluators Value: A Reliable Approach to Modeling Evaluator Preferences

    May 15, 2026Madeline Celi Kitch, Nihar B. ShahPreference Alignment LearningRater

    Carnegie Mellon University

  48. Adaptive Conformal Prediction for Reliable and Explainable Medical Image Classification

    May 13, 2026One Octadion, Novanto Yudistira, Lailil MuflikhahMedical Image ClassificationOnline Conformal Prediction

    Faculty of Computer Science, Universitas Brawijaya, Malang, Indonesia

  49. Low-Cost Labels, Reliable Choices: Rollout-Calibrated Hyper-Heuristics for Job Shop Scheduling

    May 11, 2026Junhao Wei, Yanxiao Li, Yifu Zhao +8Job Shop SchedulingHeuristics

    Faculty of Applied Sciences, Macao Polytechnic University, Macao, 999078, China · College of Animal Science and Technology, Zhongkai University of Agriculture and Engineering, Guangzhou, 510225, China · 4Macao Polytechnic University, Macao, 999078, China

  50. Foundations of Reliable Inference: Reliability-Efficiency Co-Design

    May 11, 2026Jiayi HuangUncertainty-Aware ClassificationBayesian Neural Networks

    The Department of EngineeringarXiv:2605.10351v1 King’s College London

  51. Supercharging Bayesian Inference with Reliable AI-Informed Priors

    May 11, 2026Jongwoo Choi, Sean O'HaganReliable

    Department of Statistics, University of Connecticut · Department of Statistics, University of Chicago

  52. Effective and Memory-Efficient Alternatives to ECC for Reliable Large-Scale DNNs

    May 8, 2026Mohammad Hasan Ahmadilivani, Marten Roots, Marco Restifo +3Error CorrectionNeural Network Inference

    Tallinn University of Technology, Tallinn, Estonia · ARM Ltd., Cambridge, United Kingdom

  53. A Self-Healing Framework for Reliable LLM-Based Autonomous Agents

    May 7, 2026Cheonsu Jeong, Younggun ShinAutonomous AgentsSelf-Repair

    AX Center, SAMSUNG SDS, Seoul, South Korea · Dept. of Artificial Intelligence, Graduate School of Engineering, Yonsei University, Seoul, South Korea

  54. rAIson: Developing Reliable Decision-Making Agents

    May 2, 2026Pavlos Moraitis, Nikolaos Spanoudakis, Antonis KakasTechnologyReliable

    Argument Theory Paris, FR Université Paris Cité Paris, FR · Argument Theory Paris, FR Hellenic Mediterranean University Chania, GR · Argument Theory Paris, FR University of Cyprus Nicosia, CY

  55. Block-wise Codeword Embedding for Reliable Multi-bit Text Watermarking

    May 1, 2026Joeun Kim, HoEun Kim, Dongsup Jin +1Large Language Model WatermarksMulti-Bit Watermarking

    Department of AI, DGIST, Daegu, Republic of Korea · Department of ICT Convergence, University of Ulsan, Ulsan, Republic of Korea · Department of EECS, DGIST, Daegu, Republic of Korea

  56. Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding

    Apr 30, 2026Smit Jivani, Sarvam Maheshwari, Sunita SarawagiText-To-SqlConstrained Decoding

    Department of Computer Science and Engineering, Indian Institute of Technology Bombay, India

  57. From Mirage to Grounding: Towards Reliable Multimodal Circuit-to-Verilog Code Generation

    Apr 30, 2026Guang Yang, Xing Hu, Xiang Chen +1Image-To-Code GenerationHigh-Level Synthesis

    State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China · Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security, Hangzhou, China · School of Artificial Intelligence and Computer Science, Nantong University, Nantong, China

  58. Beyond the Mean: Within-Model Reliable Change Detection for LLM Evaluation

    Apr 30, 2026Jon-Paul CacioliLarge Language Model EvaluationChange

    Independent Researcher, Melbourne, Australia

  59. Region Matters: Efficient and Reliable Region-Aware Visual Place Recognition

    Apr 24, 2026Shunpeng Chen, Yukun Song, Changwei Wang +6Visual Place RecognitionHarder Better Faster Denser Feature Matching

    School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China. · Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center, Qilu University of Technology. · Spatialtemporal AI. +1

  60. Reference-state System Reliability method for scalable uncertainty quantification of coherent systems

    Apr 18, 2026Ji-Eun Byun, Hyeuk Ryu, Junho SongState SpaceUncertainty Quantification

    Department of Civil and Environmental Engineering, Imperial College London, United Kingdom · Geoscience Australia, Australia · Department of Civil, Urban, and Environmental Engineering, Seoul National University, South Korea