Value Alignment

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21 papers in the last four weeks, up 133% on the four weeks before. 0.2% of all new papers.

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  1. CtrlWAM: Controllable World Action Models with Aligned Intent and Foresight

    Oct 1, 2026Chensheng Peng, Wenhao Ding, Ran Tian +9Efficient World-Action ModelFaster-Wam

    NVIDIA · UC Berkeley · UCLA

  2. Ready2Blend: From Natural-Language Instructions to Composable Alignment Prompts

    Sep 30, 2026Jeesu Jung, Hwan Chang, Juseon Do +5Value AlignmentLarge Language Model Adaptation

    Korea Advanced Institute of Science and Technology · Samsung SDS

  3. RAST: Resolution-Aware Privileged Structure Transfer for Low-Resolution Audio Activity Recognition

    Sep 30, 2026Ji Hwan Park, Gautham Krishna Gudur, Yufei Shen +2Human Activity RecognitionLow-Resolution

    The University of Texas at Austin Austin, Texas, USA

  4. Aligned Data Can Induce Misalignment via Context Confusion

    Sep 29, 2026Yavuz Bakman, Duygu Nur Yaldiz, Baris Askin +4Large Language Model AlignmentTraining-Inference Mismatch

    University of Southern California · Carnegie Mellon University · Amazon +1

  5. ContextAdapt: Evaluating Contextual Adaptation and Value Alignment in LLMs

    Sep 29, 2026Olivia Macmillan-Scott, Mirco MusolesiLarge Language Model AdaptationValue Alignment

    Centre for AI, Department of Computer Science, University College London · Department of Computer Science and Engineering, University of Bologna

  6. DeShortcut-Align: Decoupling Spurious Shortcuts for Robust Safety Alignment in Large Reasoning Models

    Sep 28, 2026Qirui Liu, Yichen Sun, Yan Wang +4Safety AlignmentLarge Language Model Alignment

    The State Key Laboratory of Blockchain and Data Security, Zhejiang University · Ant Group · Chongqing Ant Consumer Finance Co., Ltd

  7. ABC-Align: Prediction-Powered Alignment with Adaptive Bias Control

    Sep 28, 2026Eric Frankel, Banghua Zhu, Sewoong Oh +1Large Language Model AlignmentReinforcement Learning From Human Feedback

    University of Washington, Seattle

  8. When Do Agents Help? Embedding, LLM and Agentic Alignment of Classical Texts and Their Translations

    Sep 27, 2026Máté MetzgerMachine TranslationValue Alignment

    Independent Researcher

  9. From Alignment to Fusion in 3D Vision-Language

    Sep 23, 2026Xueqi Qiu, Xingyu Miao, Jingjing Deng +3Vision-Language AlignmentCross-View Fusion

    School of Engineering Mathematics and Technology, University of Bristol, Bristol, UK · Department of Automation, Tsinghua University, Beijing, China · UCAS-Terminus AI Lab, University of Chinese Academy of Sciences, Beijing 100049, China

  10. Learning Where to Look: A Shared Relative-Alignment Module for Time-Series Forecasting and PPG-to-Vital-Sign Reconstruction

    Sep 23, 2026Ragamayi Puli, Shunya NagashimaRemote PhotoplethysmographyTime Series Forecasting

    Neurogica Inc.

  11. Cross-Modal Contrastive Learning from Histopathology and CT for Automated Renal Cell Carcinoma Grading

    Sep 22, 2026Amit Das, Tanmay Shukla, Naofumi Tomita +9Cancer DetectionDigital Pathology

    Department of Computer Science, Dartmouth College, Hanover, NH 03755, USA · Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH 03755, USA · Department of Radiology, Massachusetts General Hospital, Boston, MA 02114, USA +6

  12. Target alignment, dilution and forecast selection when cross-sectional forecasts share a common target

    Sep 22, 2026Masoud SoleimaniData-Driven ForecastingValue Alignment

    Department of Information Engineering, University of Pisa, Pisa, Italy

  13. CycleSpeech: Reciprocal Alignment for Instruction-Controlled Speech Synthesis and Paralinguistic Understanding

    Sep 21, 2026Huan Liao, Haonan Han, Xingwen Han +3Speech SynthesisParalinguistic Cues

    The Chinese University of Hong Kong, Shenzhen · Tsinghua University · Amphion Technology Co., Ltd.

  14. Think Like a World Model, Act Like a VLA: Distilling World-Model Representations into Compact Robot Policies

    Sep 21, 2026Trung Dao, Sankalp Yamsani, Jaden Park +2World ModelsRobot Systems

    University of Wisconsin–Madison, USA · University of Illinois Urbana-Champaign, USA

  15. Form Over Content In Gradient-Based Data Attribution Methods

    Sep 17, 2026Sunwoo Kim, Seokwon Jung, Sohyung Kim +2Value AlignmentBenchmark Saturation

    KAIST

  16. Generate to Explore, Select to Exploit: Aligning LLM-based Headline Generation with Personalized Recommendation

    Sep 14, 2026Yi Chen, Rufeng Cheng, Qiang Xie +1Sequential RecommendationRecommendation Quality

    Baidu Inc., Beijing, China

  17. Off-Target Effects of Response-Style Alignment in a Korean 27B Language Model

    Sep 12, 2026Hyojung HanLarge Language Model ResponsesLarge Language Model Alignment

    ThakiCloud

  18. Artificial Id: Drive and Persistent Alignment in Agentic AI

    Sep 12, 2026Yakov Pyotr ShkolnikovArtificial Intelligence SystemsPersistence

    Independent Researcher

  19. A Training-Free, Alignment-Free Approach to Corporate Intelligence: Application to SEC Filings

    Sep 11, 2026Jean-François DelpechText CorporaCyber Threat Intelligence

    WebGlyphs, Inc. Mesa, AZ 85203

  20. HyperTrace: Hypothesis-Based Preference Tracing for Online LLM Personalization

    Sep 9, 2026Jianzhi Shen, Keyu Mao, Minghao Shao +7Large Language Model PersonalizationPersonalization

    Johns Hopkins University · Institute of Science Tokyo · NYU Tandon +1

  21. ALIGN-HOLD: Experience Alignment for Real-Time Hold Control in Large-Scale Ride-Hailing Matching at DiDi

    Sep 9, 2026Zuhao Zhang, Xu Liu, Kai Wan +3Bike-Sharing SystemsValue Alignment

    Didichuxing Co. Ltd Beijing, China · Shanghai Jiao Tong University Shanghai, China

  22. Scaled Idempotence in Transformer Attention: Paired OV Geometry and Shared-Value Algebras

    Sep 1, 2026Jiming Feng, Junliang LiTransformer AttentionTransformer Architectures

    College of Computer Science, Beijing University of Technology Beijing, China · School of Mathematics, Statistics and Mechanics, Beijing University of Technology Beijing, China

  23. Assessing Alignment and Stability of Feature Importance Explanations via Weight of Evidence

    Aug 31, 2026Eddie Conti, Claudio Daka, Álvaro Parafita +3Feature ImportanceExplainable Artificial Intelligence

    Barcelona Supercomputing Center, Barcelona, Spain · University of Florence, Florence, Italy · SMARTEST Research Center, eCampus University, Novedrate, Italy +2

  24. XQDT: eXplainable and Quantitative Data-Text Alignment Metric with Feedback Signals

    Aug 30, 2026Kun Efimov-Zhang, Yifei Song, Claire GardentEvaluation MetricsValue Alignment

    CNRS/LORIA and Université de Lorraine

  25. R2^2A: Learning Persona Policies Through Persona Representation Learning and Runtime Alignment

    Aug 30, 2026Mohan Zhang, Chengsong You, Xiaoyu Cao +4Behavioral Foundation ModelsArtificial Intelligence Alignment

    College of AI, Tsinghua University · 2Independent Researcher

  26. AutoGrable: What Is a Good Graph for a Table?

    Aug 11, 2026Tamara Cucumides, Floris GeertsTabular DataMessage Passing Neural Networks

    University of Antwerp

  27. MultiModal Code-Switching: Interleaving Visual Objects into Language for Explicit Object-Level Alignment

    Aug 11, 2026Changhao Xiang, Shangyu Xing, Zhen Wu +2Multimodal PretrainingMultimodal Large Language Models

    National Key Laboratory for Novel Software Technology, Nanjing University, China

  28. Toward a Theory of Value in AI Alignment

    Aug 10, 2026Andrew Smart, Shazeda Ahmed, Jackie Kay +3Artificial Intelligence AlignmentHuman Values

    1Google Research · 2UCLA · 3Google Deep Mind +2

  29. Robotic Fabric Alignment System for Sewing Using Global Local Weighted ICP

    Aug 10, 2026Wenbo Dong, Dipankar Bhattacharya Member, Kai Tang +5SewingValue Alignment

    JC STEM Lab of Robotics for Soft Materials, Department of Electrical and Computer Engineering, Faculty of Engineering, The University of Hong Kong, Hong Kong SAR, China · Dyson School of Design Engineering, Imperial College London, London, United Kingdom · Unprecedented-scale Data Analytics Center, Tohoku University, Sendai 980-0845, Japan +4

  30. MELLON - Multimodal Enhanced LLM for Online Navigation

    Aug 10, 2026Ruiyu Li, Haoyang Cai, Zhitong Guo +1Web AgentsMultimodal Large Language Models

    Carnegie Mellon University, Pittsburgh, PA, United States.

  31. RenderMatte: Exact-Alpha Rendering and Group-Relative Alignment for Image Matting

    Aug 9, 2026Zecheng Ren, Yafei Hu, Jianing Zhao +3OpacityValue Alignment

    Waseda University · Shanghai Jiao Tong University · National University of Singapore

  32. 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

  33. Contextual Value Alignment via Multilayer Combinatorial Fusion

    Aug 7, 2026Yuanhong Wu, Djallel Bouneffouf, D. Frank HsuMulti-Agent ReasoningSingle-Agent Baselines

    Dept. of Computer and Information Science, Fordham University, New York, NY, USA · T. J. Watson Research Center, IBM Research, Yorktown Heights, NY, USA

  34. SurveyReview: A Reviewer-Aligned Benchmark for Survey Evaluators

    Aug 7, 2026Yuheng Zhang, Yuanchun Wang, Fanjin Zhang +4SurveyValue Alignment

    School of Information Renmin University of China Beijing, China · Key Laboratory of Data Engineering and Knowledge Engineering Beijing, China · Engineering Research Center of Database and Business Intelligence Beijing, China +1

  35. People Are Not Just Their Countries. Disentangling Social Determinants of LLM Value Alignment Across Europe

    Aug 7, 2026Maria-Louisa Wightman, Guillaume Bied, Tijl De BieHuman ValuesLarge Language Model Alignment

    Electronics and Information Systems (ELIS), Ghent University

  36. MemOPD: On-Policy Distillation through Memory State Alignment for Long-Horizon Agents

    Aug 7, 2026Zhiyuan Liu, Tinghong Ye, Chenghao Liu +2Token-Level SupervisionLong-Horizon Task Planning

    School of Advanced Manufacturing and Robotics, Peking University · Zhejiang University · Harbin Institute of Technology

  37. RIDGE: Re-Noising with Internal Dynamic Guidance for Image Editing

    Aug 4, 2026Ruiliang Gong, Zhen Wang, Yanghao Wang +1Diffusion-Based Image EditingImage Editing

    Department of Computer Science and Engineering The Hong Kong University of Science and Technology

  38. SAGE: Switch-Aware EEG-Guided Soft Gating for Target Speaker Extraction with In-Trial Switching

    Aug 3, 2026Xuefei Wang, Ximin Chen, Yuting Ding +2Target Speaker ExtractionAuditory Attention

    Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China · School of Biomedical Engineering, Capital Medical University, Beijing, China

  39. CraftAlign: Feature-Grounded Evaluation and Revision Guidance for AI Stories

    Aug 2, 2026Yang Yang, Boyun Xu, Shaofeng Liang +5Value AlignmentMulti-Dimensional Evaluation

    The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511400, China · Institute of Deep Perception Technology, JITRI, Wuxi 214000, China

  40. MedUPS: Towards Diagnostic Assistance in Uncommon Medical Cases with Large Language Models

    Aug 2, 2026Ofir Ben Shoham, Oriel Perets, Nir Grinberg +1Clinical Decision SupportDiagnosis

    Stein Faculty of Computer and Information Science Ben-Gurion University of the Negev

  41. Diversifying Personalized Research Ideation against AI-Induced Homogenization

    Jul 30, 2026Rui Xu, Yunke Wang, Linwei Tao +2Scientific IdeationArtificial Intelligence Scientists

    Wuhan University · The University of Sydney

  42. Measuring Alignment With Reader Highlights Net of Position and Length

    Jul 30, 2026Kazuki Nakayashiki, Keisuke WatanabeMultiple Centrality MeasuresRanking

    Glasp Inc.

  43. Aligning LLM-Simulated and Human Examinees for Psychometric Calibration: A Cognitive Diagnostic Profiling Approach

    Jul 28, 2026Wenjie Zhou, Yunting Liu, Renjiao Tang +1Psychometric PropertiesCognitive Diagnosis

    Berkeley School of Education, University of California, Berkeley · Department of Family Social Science, University of Minnesota Twin Cities, Minneapolis

  44. Shared SFT Lessons Across Alignment, Model Organisms, and Toy Models

    Jul 28, 2026Anton de la Fuente, Arthur ConmySupervised FinetuningValue Alignment

  45. MemSFT: Mitigating Alignment Tax with an External Parametric Memory

    Jul 28, 2026Jiarui Wang, Xiang Shi, Jiaqi Cao +8Parametric MemoryLarge Language Model Adaptation

    LUMIA Lab, School of Artificial Intelligence, Shanghai Jiao Tong University · Shanghai AI Laboratory · School of Computer Science, Shanghai Jiao Tong University +1

  46. Unsupervised Graph Representation Learning with Complementary View Alignment

    Jul 27, 2026Zengyi Wo, Shiyu Zhang, Qiyao Peng +2HeterogeneityLoss Function

    Nanjing University, Nanjing, China · Tianjin University, Tianjin, China

  47. Epistemic Norms for AI Safety and Alignment Research

    Jul 27, 2026Keivan NavaieArtificial Intelligence SafetyEpistemic Integrity

    Lancaster University, UK

  48. A Coulomb Particle Model for Learning Kernel Attention in Transformers

    Jul 26, 2026Masoud Badiei Khuzani, Sharath Honnaiah, Atiq Islam +2Atom-Averaged FeaturesTransformer Attention

    eBay Inc., San Jose, CA, USA

  49. AgentHOI: Multi-Agent Reasoning for Human-Object-Interaction Video Generation via Implicit Representation Alignment

    Jul 24, 2026Ziyao Huang, Shunkai Li, Juan Cao +7Articulated ObjectsHuman Motion Generation

    University of Chinese Academy of Sciences · Tencent HunYuan

  50. Co-design of LLM-based preference agents: participation may drive overtrust

    Jul 23, 2026Michael J. FellPreference Alignment LearningParticipation

    University College London, London, UK

  51. A Unified Moral-Value Dataset for Instruction Tuning

    Jul 23, 2026Zhaohui Zeng, Florian MaiInstruction TuningMoral Reasoning

    1RWTH Aachen · University of Bonn · 3Lamarr Institute for Machine Learning and Artificial Intelligence

  52. Statevector-Referenced Geometry Survival of a Four-Qubit ZZ Quantum Kernel on IBM Quantum Hardware: A Fixed-Subset Diagnostic Across Three Execution Configurations

    Jul 22, 2026Rostyslav SipakovQuantum KernelsQubit

    Department of Environmental Protection and Occupational Safety Technologies, Kyiv National University of Construction and Architecture, Kyiv, Ukraine

  53. Confidence-Gated Vision-Only Heading Alignment for UAV-UGV Cooperative Systems

    Jul 21, 2026Reza Ahmari, Vahid Hemmati, Parham Kebria +3Multi-UavCollaborative Perception

    Department of Computer Science, North Carolina Agricultural and Technical State University, Greensboro, NC 27411, USA · Department of Electrical and Computer Engineering, North Carolina Agricultural and Technical State University, Greensboro, NC 27411, USA

  54. Attacking Graph Foundation Models Through Their Shared Representation

    Jul 20, 2026Pankaj Kumar, Subhankar MishraGraph Foundation ModelWhite-Box Spectral-Subspace-Guided Attack

    1National Institute of Science Education and Research · 2An OCC of Homi Bhabha National Institute

  55. Pancasila-Dilemmas: Evaluating Large Language Models on Indonesian Human Value Dilemmas Grounded in Pancasila

    Jul 20, 2026Supryadi, Irfan, Julianti +4Human ValuesLarge Language Model Alignment

    TJUNLP Lab, School of Computer Science and Technology, Tianjin University, China · Universitas Universal, Indonesia · Beijing Language and Culture University, Beijing, China +2

  56. Position: We Need Practical AI Alignment Methods to Mirror Human Reasoning

    Jul 20, 2026Vijay Keswani, Breanna K. Nguyen, Cyrus Cousins +3Artificial Intelligence AlignmentArtificial Intelligence Systems

    Department of Computer Science and Engineering, IIT Delhi · Department of Philosophy, Duke University · Department of Computer Science, Carnegie Mellon University +1

  57. Hardware-triggered Time Synchronization of Roadside Multi-lidar, Multi-camera Measurement System for Accurate Data Alignment

    Jul 17, 2026Shiva Agrawal, Savankumar Bhanderi, Zhiran Yan +1LidarValue Alignment

    IIMo, Technische Hochschule Ingolstadt, Germany

  58. Longitudinal Multi-View Breast Cancer Risk Prediction

    Jul 13, 2026Solveig Thrun, Zijun Sun, Suaiba A. Salahuddin +5MammographyDeep Learning

    Department of Physics and Technology, UiT The Arctic University of Norway, Tromsø, Norway · SPKI The Norwegian Centre for Clinical Artificial Intelligence, University Hospital of North Norway, Tromsø, Norway · Norwegian Computing Center, Oslo, Norway +1

  59. Reference-Based Face Super-Resolution Using the Spatial Transformer

    Jul 13, 2026Varun Ramesh Jois, Antonella DiLillo, James StorerHigh-ResolutionSpatio-Temporal Transformers

    Brandeis University, Waltham MA 02453, USA

  60. h-Flow: Flexible Flow-based Image Editing via Doob's h-Transform

    Jul 12, 2026Zehui Guo, Zhen Wang, Junwei Shu +3Image EditingText-To-Image Diffusion Models

    East China Normal University, Shanghai, China · The Hong Kong University of Science and Technology, Hong Kong SAR, China