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9 papers in the last four weeks, level with the four weeks before. 0.1% of all new papers.

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  1. HAN-Mamba: Hierarchical Selective State Space Networks for Multi-Scale Financial Volatility Forecasting

    Oct 7, 2026Mihai Bogdan Deaconu, Ioan Daniel PopTime Series ForecastingFinancial Time Series

    Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania

  2. Adversarial Training for Deep Hedging in Nonstationary Markets

    Oct 5, 2026Philipp J. Schneider, Lukas Looser, Antoine Garin +2Adversarial TrainingQuantitative Finance

    Risk Analytics and Optimization Chair, EPFL, Lausanne, Switzerland · University of Waterloo, Waterloo, Canada

  3. DAYJOB: A Benchmark for Long-Horizon Professional Work

    Oct 1, 2026Stephanie Finley, Liudas Panavas, Thomas Mikkelson +12LLM Agent EvaluationLong-Horizon Agent Tasks

    Surge AI

  4. Say, Echo, Do: Strategic Narratives and Revealed Positioning in Financial Markets

    Sep 29, 2026Ali Atiah AlzahraniQuantitative FinanceFinancial Forecasting

    Riyadh, Saudi Arabia

  5. Sovereign Grassroots Currencies: A CBDC Architecture for Credit and Monetary Policy (Full Version)

    Sep 23, 2026Ehud ShapiroFinancial ServicesFinance

    London School of Economics, UK · Weizmann Institute of Science, Israel

  6. FedIncome: Federated Learning for Income Estimation in Digital Lending Under Data Sovereignty Constraints

    Sep 23, 2026Sultan Amed, Tanmay Sen, Sayantan BanerjeeCredit ScoringFinance

    OM & QT Area, Indian Institute of Management Indore, M.P. 453556, India. · SQC & OR Unit, Indian Statistical Institute Kolkata, W.B. 700108, India

  7. Credit Access is Associated with Improved Food Security in the Horn of Africa

    Sep 21, 2026Jordi Cerdà-Bautista, Vasileios Sitokonstantinou, José Manuel Veiga López-Peña +3Finance

    Image Processing Laboratory, Universitat de València, Spain · Artificial Intelligence Group, Wageningen University & Research, Wageningen, The Netherlands · Food Security Unit, Joint Research Centre (JRC), European Commission, Ispra, Italy +2

  8. Trustworthy FinAInce: Unpacking How AI-Mediated Financial Advice is Judged

    Sep 17, 2026Aryan Ramchandra Kapadia, Eshwar Chandrasekharan, Koustuv SahaTrust in AIHuman-AI Decision Making

    University of Illinois Urbana-Champaign, Urbana, IL, USA

  9. But How Would AI Agents Run a Town's Economy?

    Sep 11, 2026Sajal Regmi, Siddhartha Pudasaini, Chetan Phakami PunMulti-Agent LLM SystemsHuman Behavior Simulation

    Karela Technologies Inc. USA

  10. Adversarial Training for Tabular Credit Scoring: A Multi-Attack Robustness Evaluation in P2P Lending

    Sep 9, 2026Gijs A. F. Niewzwaag, Marijn G. S. Veth, Manuele Massei +1Adversarial TrainingAdversarial Attacks

    University of Twente, Faculty of Behavioural, Management and Social Sciences, Department of High-Tech Business and Entrepreneurship, AE Enschede, 7500, Netherlands

  11. OntoKG-EQ: A provenance-grounded, competency-question-governed knowledge graph for auditable analyst querying

    Sep 8, 2026Furqan Nasir, Muhammad Atif Saeed, Muhammad Ehsan +2KG ConstructionData Provenance

    City University of Science and Information Technology (CUSIT), Peshawar, Pakistan · National University of Computer and Emerging Sciences2026 (FAST-NUCES), Islamabad, Pakistan · University of Engineering and Technology (UET), Peshawar, Pakistan

  12. Eliciting ESG Preferences for Reinforcement Learning-Based Portfolio Optimization

    Sep 2, 2026Giovanni Dispoto, Marcello Restelli, Carmine VentrePortfolio OptimizationFinance

    Politecnico di Milano · King’s College London

  13. Toward Explainable and Policy-Aware AI for Carbon Credit Price Prediction: A Research Framework for Emerging Carbon Markets

    Sep 1, 2026Summaiya Unnisa Begum, Mohammed Nadeem Ullah, Mohammed Abdul Ghani KhanMultivariate Time Series ForecastingFinancial Forecasting

    Hyderabad, India · Riyadh, Saudi Arabia

  14. Agentic Empirical Asset Pricing: Methodological Foundations

    Sep 1, 2026Yingjian Pan, Xiaowei Ding, Kay GieseckeQuantitative FinanceAI Agent Evaluation

    Advanced Financial Technologies Laboratory · Stanford University · School of Information Management +1

  15. What Makes a Peer? Valuation-Anchored Similarity in Private Markets

    Aug 12, 2026Sebastian Frank, Jingrao Lyu, Max Jarmey +5Finance

    BlackRock, Inc. New York, NY, USA · BlackRock, Inc. Atlanta, GA, USA · BlackRock, Inc. London, UK +1

  16. Large Language Model-Driven Small-Capitalization Trading: Integrating Financial News Sentiment, Macroeconomic Indicators, and Technical Signals

    Aug 12, 2026Alireza Kargarzadeh, Nariman Khaledian, Navid Parvini +1Portfolio OptimizationFinance

    Tailstate Intelligence Ltd. · Independent Researcher · Zanista AI Ltd.

  17. AI-Driven Multiscenario Interest Rate Forecasting: A Proof of Concept for Banking Asset Management

    Aug 12, 2026Ekkehardt Bauer, Dirk Holländer, Linus Wolff +3Multivariate Time Series ForecastingFinancial Time Series

    zeb.rolfes.schierenbeck.associates Ltd. · zeb Institute for Financial Services, University Witten/Herdecke

  18. From Numbers to Judgment: Specialist LLM Agents and Reinforcement Learning for European Listed Real Estate

    Aug 11, 2026Pardis Taghavi, Santosh BhavaniNumerical Reasoning in Language ModelsMulti-Agent LLM Systems

    Santosh Bhavani∗

  19. Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology

    Aug 10, 2026Yuhan FangMulti-Agent LLM SystemsMulti-Agent Coordination

    CPC Scientific Inc.

  20. Observational Policy Ranking for SMB Financial Guidance from Multi-Action Accounting Logs

    Aug 10, 2026Shrutendra Harsola, Vignesh Subrahmaniam, Vikas Raturi +7Causal Effect EstimationConditional Average Treatment Effect Estimation

    1Foresight-AI, Intuit

  21. Beyond Co-Movement: Locality by Exposures Enables a Joint Factor-Graph Framework for Portfolio Diversification

    Aug 6, 2026Sara Chehab, Giorgos Iacovides, Parisa Yazdanparast +1Graph Structure LearningQuantitative Finance

    Imperial College London London, UK

  22. Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding

    Aug 6, 2026Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley +2Visual Question AnsweringSelective Prediction

    Michigan State University East Lansing, Michigan, USA · JPMorgan AI Research New York, New York, USA

  23. OpenPM: Auditable Point-in-Time Evaluation for LLM Portfolio-Management Agents

    Aug 6, 2026Xinying Cai, Minghao Guo, Jiahe Liu +7LLM AuditingLLM Agent Evaluation

    Rutgers University · Technical University of Denmark · New Jersey Institute of Technology +4

  24. FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows

    Aug 6, 2026Bo Deng, Kang Zhou, Lifan Guo +6Long-Horizon Agent EvaluationAI Agent Benchmarks

    Beihang University · Qwen DianJin Team, Alibaba Cloud Computing

  25. Evaluating Investment Logic in Large Language Models: A Real-World Benchmark Towards Personalzied Financial Agents

    Aug 6, 2026Yuanhong Jiang, Jingjie Zou, Zhenghong Lin +4AI-Assisted Decision MakingLLM Agent Evaluation

  26. Velocity- and Regime-Aware Detection of Intraday Options Market Manipulation, with Explainable Attribution

    Aug 5, 2026Alex Chen, Maria HybinetteFinancial Fraud DetectionTime-Series Anomaly Detection

    University of Georgia · Athens, GA, USA

  27. An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals

    Aug 5, 2026Ramin PishehvarReinforcement LearningPortfolio Optimization

  28. FinReportBench: Measuring and Improving Institution-Grade Financial Report Generation

    Aug 5, 2026Yinghao Tang, Tan Zhenwei, Yiyao Wang +4Financial ServicesLLM Evaluation

    State Key Laboratory of CAD&CG, Zhejiang University · Ant Group

  29. Adaptive Finite-Budget Training for CVaR Risk-Aware Q-Learning

    Aug 5, 2026Yifan Wu, Junjie Lei, Wenjie HuangReinforcement LearningQ-Learning

    Department of Data and Systems Engineering The University of Hong Kong Hong Kong, Hong Kong SAR

  30. From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models

    Aug 4, 2026Fusheng LuoLLM EvaluationQuantitative Finance

    Johns Hopkins University Baltimore, Maryland, USA

  31. FinPerMA: A Theory-Informed, Event-Grounded Personalized-Memory Benchmark for LLM Agents

    Aug 4, 2026Ben Wang, Kang Zhou, Lifan Guo +2Financial ServicesLLM Agent Memory

    Qwen DianJin Team, Alibaba Cloud Computing

  32. FinProBench: Evaluating Financial AI Agents with Role-Grounded Rubrics Derived from Professional Deliverables

    Aug 4, 2026Ben Wang, Kang Zhou, Lifan Guo +2AI Agent EvaluationAI Agent Benchmarks

    Qwen DianJin Team, Alibaba Cloud Computing

  33. AgonAlpha: Autonomous Alpha Discovery via Prompt Economy and Scalable Agentic Search

    Aug 4, 2026Weicheng Ye, Youran Sun, Xingyu Ren +3Quantitative FinanceAutomated Algorithm Discovery

    Department of Physics, The Chinese University of Hong Kong, Hong Kong SAR, China · Department of Mathematics, University of Maryland, College Park, MD, USA · Department of Computer Science, University of Maryland, College Park, MD, USA

  34. FinVerse: Financial Time-Series Benchmark

    Aug 4, 2026Jaehoon Lee, Jun Seo, Seunghan Lee +9Benchmark DesignFinancial Forecasting

    LG AI Research

  35. SeqLLM: Augmenting LLMs with Behavioral-Sequence Modeling for High-Stakes Decisions at WeChat Pay

    Aug 4, 2026Guilin Li, Jiaxing Zhang, Matthias Hwai Yong Tan +2Sequential RecommendationFinancial Fraud Detection

    Shanghai Jiao Tong University China

  36. Can Language Models Identify Shadow Trading Targets? An NLP Evaluation of SEC Enforcement Theory

    Aug 2, 2026Sarah Wilson, Michael MacKay, Anthony Marello +1Finance

    Columbia University.

  37. AlphaG-OPD: Reliability-Gated Sibling Counterfactuals for On-Policy Distillation in Symbolic Alpha Factor Discovery

    Aug 2, 2026Yaoyu SuQuantitative FinanceGenerative Flow Networks

  38. Amortizing the Calibration Triple: A Projection-Consistent Neural Operator for Local-Stochastic Volatility

    Aug 2, 2026Xiaozhen Wang, Anaïs Després, Martin Dureau +1Quantitative FinanceModel Calibration

    1CEREMADE, Université Paris Dauphine-PSL · 2LaMME, Université Évry Paris-Saclay · 3AIML Global Markets, Barclays

  39. ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors

    Aug 2, 2026Jie Gong, Maowei Jiang, Zhiwei Liu +14Financial ServicesLong-Horizon Agent Evaluation

    School of Artificial Intelligence, Wuhan University · Nanjing Audit University · The University of Manchester +3

  40. Talking to Digital Twins: Selective Disclosure and Belief Measurement in Financial Social Media

    Aug 2, 2026Boone Bowles, Raymond Duch, Sorin SorescuSocial Media AnalysisQuantitative Finance

    Mays Business School, Texas A&M University · Nuffield College, University of Oxford

  41. FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction

    Aug 1, 2026Chaoqun Yang, Fengbin Zhu, Xinyu Lin +5Quantitative FinanceDeep Research Agents

    School of Computing, National University of Singapore · Institute of Computing Technology, Chinese Academy of Sciences · China Economics and Management Academy, Central University of Finance and Economics +1

  42. Backtrader-Bench: Benchmarking LLM Agents on Algorithmic Trading with Self-Generated MCQs

    Jul 31, 2026Ruoxi Zhao, Maziar RaissiAI Coding AgentsLLM Agent Evaluation

    University of California, Riverside

  43. Benchmarks Are Not Validation: A System-Level View of Financial LLM Applications

    Jul 30, 2026Burak Payzun, İrem Demirtaş, Simona Scala +2Financial ServicesLLM Evaluation

    Prometeia S.p.A.

  44. Beyond Sentiment: Structured Information Extraction from Financial News

    Jul 30, 2026Daohan Zhu, Sitong Ge, Ruofei Wang +4Financial Sentiment AnalysisDocument Information Extraction

    School of ASEE, Beihang University, Beijing, China · School of BME, Beihang University, Beijing, China · CAIR and CECS, VinUniversity, Hanoi, Vietnam

  45. CACHE-UK: A Stability-Aware Memory Editor for Sequentially Updated Quantized LLMs in Finance

    Jul 30, 2026Anubhav Lakra, Yue FengKnowledge EditingContinual Learning for LLMs

    University of Birmingham, Birmingham, United Kingdom

  46. FinSMART: Financial Sentiment Analysis for Algorithmic Trading through Market-Aligned Reinforcement Learning

    Jul 30, 2026Giorgos Iacovides, Wuyang Zhou, Danilo MandicRL for Language ModelsReinforcement Learning

    Imperial College London · London, UK

  47. FinanceHarness: Autonomous Financial Deep Research Framework

    Jul 30, 2026Yijia Xiao, Rujun Han, Yanfei Chen +8Deep Research AgentsFinancial Forecasting

    Google Cloud AI Research · University of California, Los Angeles

  48. AWARE-FX: An Auditable Knowledge-Guided AI System for Measuring Corporate Foreign-Exchange Hedging Disclosure

    Jul 30, 2026Qi WangFinancial ServicesDocument Information Extraction

    aUniversity of Nottingham, Nottingham, United Kingdom

  49. Inverse Learning of Latent Risk-Neutral Densities from Irregular Option Quotes

    Jul 29, 2026Lennon J. Shikhman, Michael Galarnyk, Aadi Dash +1Quantitative FinanceDeep Operator Networks

    School of Computer Science Georgia Institute of Technology USA

  50. Credit Cards, Confusion, Computation, and Consequences: What Can We Uncover About Language Model Reasoning?

    Jul 29, 2026Arnav Hiray, Agam Shah, Caleb Lu +3Numerical Reasoning in Language ModelsFinancial Services

    College of Computing & Scheller College of Business Georgia Institute of Technology, Atlanta, GA

  51. AlphaSchema: Exploring the Space of Trading Semantics for LLM-Based Alpha Mining

    Jul 29, 2026Jingyang Yi, Jian Yang, Yifei Jin +2Automated Algorithm DiscoveryLarge Language Model-Guided Optimization

    1X-Tech · 2Xtech-PandaAI-Waton Joint Lab · 3Monash University +2

  52. A Persona-based Rate Action Index

    Jul 29, 2026Hayden Helm, Andrew DassoriPersonality Modeling in Language ModelsTime Series Forecasting

    Helivan · Wavelength Capital

  53. Everyone is unique: Towards Behaviorally Heterogeneous Negotiation Dialogue Systems for Debt Collection

    Jul 28, 2026Yuhang Yang, Kai Tang, Chao Ye +4Automated NegotiationLLM Agent Evaluation

    1State Key Laboratory of Blockchain and Data Security, Zhejiang University · 2Ant Group

  54. RIDGE: An Autonomous Framework for Validation and Method Discovery in LLM-Generated Option Pricing

    Jul 28, 2026Liexin Cheng, Xue Cheng, Shuaiqiang Liu +1Quantitative FinanceCode Generation Evaluation

    Mathematical Institute, Utrecht University · School of Mathematical Sciences, Peking University · Delft Institute of Applied Mathematics, Delft University of Technology

  55. GAUGE: Grading Agent-Built Financial Models Without a Golden Answer

    Jul 27, 2026Jiacheng Lu, Sinuo Wang, Wentao Zhao +12Quantitative FinanceFinancial Forecasting

    Shanghai Jiao Tong University Shanghai, China · StepFun Shanghai, China · University of Adelaide Adelaide, Australia +5

  56. INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models

    Jul 27, 2026Changyu Chen, Chenwei Lin, Xian XuNumerical Reasoning in Language ModelsLLM Evaluation

    Fudan University

  57. MAPLE: Efficient and Diverse Multi-Alpha Generation for Portfolio Construction

    Jul 27, 2026Yu-Chen Den, Kuan-Yu Chen, Kendro Vincent +1Learning to RankEnsemble Learning

    SinoPac Holdings · Taipei, Taiwan · National Chengchi University

  58. FinAbstain: Uncertainty-Calibrated Multimodal RAG for Selective Financial Forecasting

    Jul 27, 2026Dorothy Torres, Wei Cheng, Henan HuangSelective PredictionFinancial Forecasting

    School of Science, Technology, Engineering and Mathematics 263 Academy Street, Room S204 Jersey City, NJ 07306 · School of Electrical Engineering and Computer Science The Pennsylvania State University 207 Electrical Engineering West University Park, PA 16802, USA

  59. Earnings25: A Comprehensive 500-Hour Speech Benchmark for Finance

    Jul 26, 2026Denglin Jiang, Haoran Zhou, Anshul Wadhawan +7ASR EvaluationAutomatic Speech Recognition

    Bloomberg, United States

  60. Extreme Volatility Warning under Label Scarcity via Multi-Source Anomaly Fusion

    Jul 26, 2026Jin Qian, Zhangzhi Xiong, Mingrui Li +1Multimodal Anomaly DetectionFinancial Time Series

    ShanghaiTech University, Shanghai, China