AI in Finance

AIFin

AI in Finance refers to the application of artificial intelligence techniques in the financial sector. This includes algorithmic trading, risk management, fraud detection, and customer service automation.

Neighbor communities

51015

Featured Papers

0 / 0 papers shown

Title

All papers

50 / 1,160 papers shown

Title
AIMM: An AI-Driven Multimodal Framework for Detecting Social-Media-Influenced Stock Market Manipulation Sandeep Neela AIFin 32 0 0 18 Dec 2025
Stock Pattern Assistant (SPA): A Deterministic and Explainable Framework for Structural Price Run Extraction and Event Correlation in Equity Markets Sandeep Neela AIFin 36 0 0 17 Dec 2025
Comparative Evaluation of Embedding Representations for Financial News Sentiment Analysis Joyjit Roy Samaresh Kumar Singh AIFin 68 0 0 15 Dec 2025
Interpretable Hypothesis-Driven Trading:A Rigorous Walk-Forward Validation Framework for Market Microstructure Signals Gagan Deep Akash Deep William Lamptey AIFin 108 0 0 15 Dec 2025
Market-Bench: Evaluating Large Language Models on Introductory Quantitative Trading and Market Dynamics Abhay Srivastava Sam Jung Spencer Mateega AIFin ELM 97 0 0 13 Dec 2025
The Agentic Regulator: Risks for AI in Finance and a Proposed Agent-based Framework for Governance Eren Kurshan Tucker Balch David Byrd AIFin 8 0 0 12 Dec 2025
VERAFI: Verified Agentic Financial Intelligence through Neurosymbolic Policy Generation Adewale Akinfaderin Shreyas Subramanian AIFin 104 0 0 12 Dec 2025
Knowledge-Augmented Large Language Model Agents for Explainable Financial Decision-Making Qingyuan Zhang Yuxi Wang Cancan Hua Yulin Huang Ning Lyu AIFin 96 0 0 10 Dec 2025
Long-only cryptocurrency portfolio management by ranking the assets: a neural network approachIEEE International Joint Conference on Neural Network (IJCNN), 2025 Zijiang Yang OOD AIFin 184 0 0 09 Dec 2025
A Hybrid Model for Stock Market Forecasting: Integrating News Sentiment and Time Series Data with Graph Neural Networks Nader Sadek Mirette Moawad Christina Naguib Mariam Elzahaby AIFin 20 0 0 09 Dec 2025
Towards a Science of Scaling Agent Systems Yubin Kim Ken Gu Chanwoo Park Chunjong Park Samuel Schmidgall ... Yilun Du Shwetak Patel Tim Althoff Daniel McDuff Xin Liu LLMAG AIFin LRM 719 0 0 09 Dec 2025
Adaptation of Embedding Models to Financial Filings via LLM Distillation Eliot Brenner Dominic Seyler Manjunath Hegde Andrei Simion Koustuv Dasgupta Bing Xiang RALM AIFin 120 0 0 08 Dec 2025
Quantum Temporal Convolutional Neural Networks for Cross-Sectional Equity Return Prediction: A Comparative Benchmark Study Chi-Sheng Chen Xinyu Zhang Rong Fu Qiuzhe Xie Fan Zhang AIFin 44 0 0 07 Dec 2025
$Hybrid Quantum-Classical Ensemble Learning for S\&P 500 Directional Prediction$ Hybrid Quantum-Classical Ensemble Learning for S\&P 500 Directional Prediction Abraham Itzhak Weinberg AIFin 108 0 0 06 Dec 2025
TopicProphet: Prophesies on Temporal Topic Trends and Stocks Olivia Kim AIFin AI4TS 0 0 0 05 Dec 2025
StockMem: An Event-Reflection Memory Framework for Stock Forecasting He Wang Wenyilin Xiao Songqiao Han Hailiang Huang AIFin 180 0 0 02 Dec 2025
Semantic Trading: Agentic AI for Clustering and Relationship Discovery in Prediction Markets Agostino Capponi Alfio Gliozzo Brian Zhu AIFin 108 0 0 02 Dec 2025
Leveraging Large Language Models to Bridge On-chain and Off-chain Transparency in Stablecoins Yuexin Xiang Yuchen Lei SM Mahir Shazeed Rish Yuanzhe Zhang Qin Wang Tsz Hon Yuen Jiangshan Yu AIFin 44 0 0 02 Dec 2025
TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful? Lewen Yan Jilin Mei Tianyi Zhou Lige Huang Jie Zhang Dongrui Liu Jing Shao AAML AIFin 208 0 0 01 Dec 2025
Orchestration Framework for Financial Agents: From Algorithmic Trading to Agentic Trading Jifeng Li Arnav Grover Abraham Alpuerto Yupeng Cao Xiao-Yang Liu AIFin 72 0 0 01 Dec 2025
Benchmarking LLM Agents for Wealth-Management Workflows Rory Milsom AIFin 156 0 0 01 Dec 2025
Agint: Agentic Graph Compilation for Software Engineering Agents Abhi Chivukula Jay Somasundaram Vijay Somasundaram AIFin 252 0 0 24 Nov 2025
Dissecting the Ledger: Locating and Suppressing "Liar Circuits" in Financial Large Language Models Soham Mirajkar AIFin 130 0 0 24 Nov 2025
Re(Visiting) Time Series Foundation Models in Finance Eghbal Rahimikia Hao Ni Weiguan Wang AI4TS AIFin 147 0 0 23 Nov 2025
Rethinking Retrieval: From Traditional Retrieval Augmented Generation to Agentic and Non-Vector Reasoning Systems in the Financial Domain for Large Language Models Elias Lumer Matt Melich Olivia Zino Elena Kim Sara Dieter Pradeep Honaganahalli Basavaraju Vamse Kumar Subbiah James A. Burke Roberto Hernandez 3DV RALM AIFin 186 0 0 22 Nov 2025
Integration of LSTM Networks in Random Forest Algorithms for Stock Market Trading Predictions Juan C. King Jose M. Amigo AIFin 52 2 0 20 Nov 2025
Cryptocurrency Portfolio Management with Reinforcement Learning: Soft Actor--Critic and Deep Deterministic Policy Gradient Algorithms Kamal Paykan AIFin 103 0 0 16 Nov 2025
Open Banking Foundational Model: Learning Language Representations from Few Financial Transactions Gustavo Polleti Marlesson Santana Eduardo Fontes AIFin 128 0 0 15 Nov 2025
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble StrategyInternational Conference on AI in Finance (ICAIF), 2020 Hongyang Yang Xiao-Yang Liu Shan Zhong A. Walid AIFin 184 265 0 15 Nov 2025
History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting Sarthak Khanna Armin Berger Muskaan Chopra David Berghaus R. Sifa AIFin 212 0 0 12 Nov 2025
"It Looks All the Same to Me": Cross-index Training for Long-term Financial Series PredictionInternational Conference on Machine Learning, Optimization, and Data Science (MOD), 2025 Stanislav Selitskiy AIFin 52 0 0 11 Nov 2025
Procedural Knowledge Improves Agentic LLM Workflows Vincent Hsiao Mark Roberts Leslie Smith AIFin 347 0 0 10 Nov 2025
FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation Song Jin Shuqi Li Shukun Zhang Rui Yan AIFin 445 0 0 10 Nov 2025
Reasoning on Time-Series for Financial Technical Analysis Kelvin J.L. Koa Jan Chen Yunshan Ma Huanhuan Zheng Tat-Seng Chua AIFin AI4TS 68 0 0 06 Nov 2025
Gated Fusion Enhanced Multi-Scale Hierarchical Graph Convolutional Network for Stock Movement Prediction Xiaosha Xue Peibo Duan Zhipeng Liu Qi Chu Changsheng Zhang Bin Zhang AIFin 229 0 0 03 Nov 2025
AraFinNews: Arabic Financial Summarisation with Domain-Adapted LLMs Mo El-Haj Paul Rayson AIFin 354 0 0 03 Nov 2025
When AI Trading Agents Compete: Adverse Selection of Meta-Orders by Reinforcement Learning-Based Market Making Ali Raza Jafree Konark Jain Nick Firoozye AIFin 369 0 0 31 Oct 2025
Towards Explainable and Reliable AI in Finance Albi Isufaj Pablo Mollá Helmut Prendinger AI4TS AIFin 124 0 0 30 Oct 2025
Learning to Manage Investment Portfolios beyond Simple Utility Functions M. Scholl Mahmoud Mahfouz Anisoara Calinescu J. Farmer AIFin 155 0 0 30 Oct 2025
The Era of Agentic Organization: Learning to Organize with Language Models Zewen Chi Li Dong Qingxiu Dong Y. Hao Xun Wu Shaohan Huang Furu Wei AIFin LRM AI4CE 321 0 0 30 Oct 2025
MaGNet: A Mamba Dual-Hypergraph Network for Stock Prediction via Temporal-Causal and Global Relational Learning Peilin Tan Chuanqi Shi Dian Tu Liang Xie AIFin AI4TS 226 0 0 29 Oct 2025
H3M-SSMoEs: Hypergraph-based Multimodal Learning with LLM Reasoning and Style-Structured Mixture of Experts Peilin Tan Liang Xie Churan Zhi Dian Tu Chuanqi Shi AIFin 263 0 0 29 Oct 2025
FinOps Agent -- A Use-Case for IT Infrastructure and Cost Optimization Ngoc Phuoc An Vo Manish Kesarwani R. Mahindru Chandrasekhar Narayanaswami AIFin 280 0 0 29 Oct 2025
Explainable Federated Learning for U.S. State-Level Financial Distress Modeling Lorenzo Carta Fernando Spadea Oshani Seneviratne FedML AIFin 104 0 0 28 Oct 2025
GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction Minjoo Kim Jinwoong Kim Sangjin Park AIFin 437 0 0 27 Oct 2025
Agentsway -- Software Development Methodology for AI Agents-based Teams Eranga Bandara Ross Gore Xueping Liang Sachini Rajapakse Isurunima Kularathne ... Amin Hass Ng Wee Keong Kasun De Zoysa Aruna Withanage Nilaan Loganathan LLMAG AI4TS AIFin 290 2 0 26 Oct 2025
RETuning: Upgrading Inference-Time Scaling for Stock Movement Prediction with Large Language Models Xueyuan Lin Cehao Yang Ye Ma Ming Li Rongjunchen Zhang Yang Ni Xiaojun Wu Chengjin Xu Jian Guo Hui Xiong AIFin LRM 142 0 0 24 Oct 2025
Hierarchical AI Multi-Agent Fundamental Investing: Evidence from China's A-Share Market Chujun He Zhonghao Huang Xiangguo Li Ye Luo Kewei Ma Yuxuan Xiong Xiaowei Zhang Mingyang Zhao AIFin 167 0 0 24 Oct 2025
Personalized Chain-of-Thought Summarization of Financial News for Investor Decision Support Tianyi Zhang Mu Chen AIFin 246 0 0 24 Oct 2025
AI PB: A Grounded Generative Agent for Personalized Investment Insights Daewoo Park Suho Park Inseok Hong Hanwool Lee Junkyu Park Sangjun Lee Jeongman An Hyunbin Loh AIFin 116 0 0 23 Oct 2025

Loading #Papers per Month with "AIFin"

Past speakers

Name (-)

Top Contributors

Name (-)

Top Organizations at ResearchTrend.AI

Name (-)

Social Events

Date	Location	Event
No social events available