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AI in Finance

AIFin
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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.

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50 / 1,119 papers shown
Title
When AI Trading Agents Compete: Adverse Selection of Meta-Orders by Reinforcement Learning-Based Market Making
Ali Raza Jafree
Konark Jain
Nick Firoozye
AIFin
72
0
0
31 Oct 2025
The Era of Agentic Organization: Learning to Organize with Language Models
The Era of Agentic Organization: Learning to Organize with Language Models
Zewen Chi
Li Dong
Qingxiu Dong
Yaru Hao
Xun Wu
Shaohan Huang
Furu Wei
AIFinLRMAI4CE
21
0
0
30 Oct 2025
Learning to Manage Investment Portfolios beyond Simple Utility Functions
Learning to Manage Investment Portfolios beyond Simple Utility Functions
Maarten P. Scholl
Mahmoud Mahfouz
Anisoara Calinescu
J. Doyne Farmer
AIFin
7
0
0
30 Oct 2025
Towards Explainable and Reliable AI in Finance
Towards Explainable and Reliable AI in Finance
Albi Isufaj
Pablo Mollá
Helmut Prendinger
AI4TSAIFin
16
0
0
30 Oct 2025
H3M-SSMoEs: Hypergraph-based Multimodal Learning with LLM Reasoning and Style-Structured Mixture of Experts
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
8
0
0
29 Oct 2025
FinOps Agent -- A Use-Case for IT Infrastructure and Cost Optimization
FinOps Agent -- A Use-Case for IT Infrastructure and Cost Optimization
Ngoc Phuoc An Vo
Manish Kesarwani
Ruchi Mahindru
Chandrasekhar Narayanaswami
AIFin
58
0
0
29 Oct 2025
GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
GroupSHAP-Guided Integration of Financial News Keywords and Technical Indicators for Stock Price Prediction
Minjoo Kim
Jinwoong Kim
Sangjin Park
AIFin
122
0
0
27 Oct 2025
Agentsway -- Software Development Methodology for AI Agents-based Teams
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
LLMAGAI4TSAIFin
68
0
0
26 Oct 2025
Hierarchical AI Multi-Agent Fundamental Investing: Evidence from China's A-Share Market
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
63
0
0
24 Oct 2025
RETuning: Upgrading Inference-Time Scaling for Stock Movement Prediction with Large Language Models
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
AIFinLRM
28
0
0
24 Oct 2025
FinCARE: Financial Causal Analysis with Reasoning and Evidence
FinCARE: Financial Causal Analysis with Reasoning and Evidence
Alejandro Michel
Abhinav Arun
Bhaskarjit Sarmah
Stefano Pasquali
AIFin
32
0
0
23 Oct 2025
AI PB: A Grounded Generative Agent for Personalized Investment Insights
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
46
0
0
23 Oct 2025
Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets
Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets
Shaocong Ma
Heng Huang
OODAIFinOffRL
75
0
0
22 Oct 2025
News-Aware Direct Reinforcement Trading for Financial Markets
News-Aware Direct Reinforcement Trading for Financial Markets
Qing-Yu Lan
Zhan-He Wang
Jun-Qian Jiang
Yu-Tong Wang
Yun-Song Piao
AIFin
24
0
0
22 Oct 2025
The Black Tuesday Attack: how to crash the stock market with adversarial examples to financial forecasting models
The Black Tuesday Attack: how to crash the stock market with adversarial examples to financial forecasting models
Thomas Hofweber
Jefrey Bergl
Ian Reyes
Amir Sadovnik
AAMLAIFin
48
0
0
21 Oct 2025
Agentic Inequality
Agentic Inequality
Matthew Sharp
Omer Bilgin
Iason Gabriel
Lewis Hammond
AIFin
66
0
0
19 Oct 2025
FinSight: Towards Real-World Financial Deep Research
FinSight: Towards Real-World Financial Deep Research
Jiajie Jin
Yuyao Zhang
Yimeng Xu
Hongjin Qian
Yutao Zhu
Zhicheng Dou
AIFin
54
1
0
19 Oct 2025
A three-step machine learning approach to predict market bubbles with financial news
A three-step machine learning approach to predict market bubbles with financial news
Abraham Atsiwo
AIFin
23
0
0
18 Oct 2025
Trading Prophets with Initial Capital
Trading Prophets with Initial Capital
Yossi Azar
Niv Buchbinder
Roie Levin
Or Vardi
AIFin
33
0
0
18 Oct 2025
Exploring the Synergy of Quantitative Factors and Newsflow Representations from Large Language Models for Stock Return Prediction
Exploring the Synergy of Quantitative Factors and Newsflow Representations from Large Language Models for Stock Return Prediction
Tian Guo
E. Hauptmann
AIFinAI4TS
32
0
0
17 Oct 2025
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm
Jianting Tang
Dongshuai Li
Tao Wen
Fuyu Lv
Dan Ou
Linli Xu
AIFinRALMKELMLRM
64
0
0
16 Oct 2025
LLM Agents Beyond Utility: An Open-Ended Perspective
Asen Nachkov
Xi Wang
Luc Van Gool
LLMAGAIFinELMLRM
37
0
0
16 Oct 2025
FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis
FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis
Fengbin Zhu
Xiang Yao Ng
Ziyang Liu
Chang Liu
Xianwei Zeng
...
Fuli Feng
Richang Hong
Huanbo Luan
Ke-Wei Huang
Tat-Seng Chua
AIFin
16
0
0
15 Oct 2025
On Evaluating Loss Functions for Stock Ranking: An Empirical Analysis With Transformer Model
On Evaluating Loss Functions for Stock Ranking: An Empirical Analysis With Transformer Model
Jan Kwiatkowski
Jarosław A. Chudziak
AIFin
36
0
0
15 Oct 2025
FinAI Data Assistant: LLM-based Financial Database Query Processing with the OpenAI Function Calling API
FinAI Data Assistant: LLM-based Financial Database Query Processing with the OpenAI Function Calling API
Juhyeong Kim
Yejin Kim
Youngbin Lee
Hyunwoo Byun
RALMAIFin
75
0
0
15 Oct 2025
Aligning Language Models with Investor and Market Behavior for Financial Recommendations
Aligning Language Models with Investor and Market Behavior for Financial Recommendations
Fernando Spadea
Oshani Seneviratne
AIFin
23
0
0
14 Oct 2025
A Survey on Agentic Multimodal Large Language Models
A Survey on Agentic Multimodal Large Language Models
Huanjin Yao
Ruifei Zhang
Jiaxing Huang
Jingyi Zhang
Yibo Wang
...
Ruolin Zhu
Yongcheng Jing
Shunyu Liu
Guanbin Li
Dacheng Tao
LM&RoAIFinAI4TSLRMAI4CE
81
0
0
13 Oct 2025
FinVet: A Collaborative Framework of RAG and External Fact-Checking Agents for Financial Misinformation Detection
FinVet: A Collaborative Framework of RAG and External Fact-Checking Agents for Financial Misinformation Detection
Daniel Berhane Araya
Duoduo Liao
AIFin
12
0
0
13 Oct 2025
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
Lingfei Qian
Xueqing Peng
Yan Wang
Vincent J. Zhang
Huan He
...
Peng Lu
J. Nie
Guojun Xiong
J. Huang
Sophia Ananiadou
AIFinLLMAG
99
0
0
13 Oct 2025
Integrating Large Language Models and Reinforcement Learning for Sentiment-Driven Quantitative Trading
Integrating Large Language Models and Reinforcement Learning for Sentiment-Driven Quantitative Trading
Wo Long
Wenxin Zeng
Xiaoyu Zhang
Ziyao Zhou
AIFin
60
0
0
12 Oct 2025
Stock Prediction via a Dual Relation Fusion Network incorporating Static and Dynamic Relations
Stock Prediction via a Dual Relation Fusion Network incorporating Static and Dynamic Relations
Long Chen
Huixin Bai
Mingxin Wang
Xiaohua Huang
Y. Liu
Jie Zhao
Ziyu Guan
AI4TSAIFin
24
0
0
12 Oct 2025
Encoder Decoder Generative Adversarial Network Model for Stock Market Prediction
Encoder Decoder Generative Adversarial Network Model for Stock Market Prediction
Bahadur Yadav
Sanjay Kumar Mohanty
AIFinGANAI4TS
69
0
0
12 Oct 2025
Structure Over Signal: A Globalized Approach to Multi-relational GNNs for Stock Prediction
Structure Over Signal: A Globalized Approach to Multi-relational GNNs for Stock Prediction
Amber Li
Aruzhan Abil
Juno Marques Oda
AIFin
23
0
0
12 Oct 2025
Application of Deep Reinforcement Learning to At-the-Money S&P 500 Options Hedging
Application of Deep Reinforcement Learning to At-the-Money S&P 500 Options HedgingWorking papers (WP), 2025
Zofia Bracha
Paweł Sakowski
Jakub Michañków
AIFin
80
0
0
10 Oct 2025
ATLAS: Adaptive Trading with LLM AgentS Through Dynamic Prompt Optimization and Multi-Agent Coordination
ATLAS: Adaptive Trading with LLM AgentS Through Dynamic Prompt Optimization and Multi-Agent Coordination
Charidimos Papadakis
Angeliki Dimitriou
Giorgos Filandrianos
Maria Lymperaiou
Konstantinos Thomas
Giorgos Stamou
AIFin
20
0
0
10 Oct 2025
IKNet: Interpretable Stock Price Prediction via Keyword-Guided Integration of News and Technical Indicators
IKNet: Interpretable Stock Price Prediction via Keyword-Guided Integration of News and Technical Indicators
Jinwoong Kim
Sangjin Park
AIFinOOD
69
0
0
09 Oct 2025
An Adaptive Multi Agent Bitcoin Trading System
An Adaptive Multi Agent Bitcoin Trading System
Aadi Singhi
AIFin
32
0
0
09 Oct 2025
Profit Mirage: Revisiting Information Leakage in LLM-based Financial Agents
Profit Mirage: Revisiting Information Leakage in LLM-based Financial Agents
Xiangyu Li
Yawen Zeng
Xiaofen Xing
Jin Xu
Xiangmin Xu
AAMLAIFin
20
0
0
09 Oct 2025
FinMR: A Knowledge-Intensive Multimodal Benchmark for Advanced Financial Reasoning
FinMR: A Knowledge-Intensive Multimodal Benchmark for Advanced Financial Reasoning
Shuangyan Deng
Haizhou Peng
Jiachen Xu
Rui Mao
Ciprian Doru Giurcăneanu
J. Liu
AIFin
28
0
0
09 Oct 2025
Banking Done Right: Redefining Retail Banking with Language-Centric AI
Banking Done Right: Redefining Retail Banking with Language-Centric AI
Xin Jie Chua
Jeraelyn Ming Li Tan
J. Tan
Soon Chang Poh
Yi Xian Goh
Debbie Hui Tian Choong
Chee Mun Foong
Sze Jue Yang
Chee Seng Chan
AIFin
80
0
0
09 Oct 2025
Inefficiencies of Meta Agents for Agent Design
Inefficiencies of Meta Agents for Agent Design
Batu El
Mert Yuksekgonul
J. Zou
AIFin
24
0
0
08 Oct 2025
Beneficial Reasoning Behaviors in Agentic Search and Effective Post-training to Obtain Them
Beneficial Reasoning Behaviors in Agentic Search and Effective Post-training to Obtain Them
Jiahe Jin
Abhijay Paladugu
Chenyan Xiong
AIFinLRM
80
0
0
08 Oct 2025
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Z. Li
H. Zhang
Seungju Han
Sheng Liu
Jianwen Xie
Yu Zhang
Yejin Choi
James Zou
Pan Lu
AIFin
56
1
0
07 Oct 2025
The Role of Federated Learning in Improving Financial Security: A Survey
The Role of Federated Learning in Improving Financial Security: A Survey
Cade Houston Kennedy
Amr Hilal
Morteza Momeni
AIFin
48
0
0
07 Oct 2025
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
Yitao Long
Tiansheng Hu
Yilun Zhao
Arman Cohan
Chen Zhao
HILMAIFin
36
0
0
07 Oct 2025
Uncovering Representation Bias for Investment Decisions in Open-Source Large Language Models
Uncovering Representation Bias for Investment Decisions in Open-Source Large Language Models
Fabrizio Dimino
Krati Saxena
Bhaskarjit Sarmah
Stefano Pasquali
AIFin
28
0
0
07 Oct 2025
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
Zifan Song
Kaitao Song
Guosheng Hu
Ding Qi
Junyao Gao
Xiaohua Wang
Dongsheng Li
Cairong Zhao
AIFin
44
0
0
06 Oct 2025
QuantAgents: Towards Multi-agent Financial System via Simulated Trading
QuantAgents: Towards Multi-agent Financial System via Simulated Trading
Xiangyu Li
Yawen Zeng
Xiaofen Xing
Jin Xu
Xiangmin Xu
AIFin
33
0
0
06 Oct 2025
From News to Returns: A Granger-Causal Hypergraph Transformer on the Sphere
From News to Returns: A Granger-Causal Hypergraph Transformer on the Sphere
Anoushka Harit
Zhongtian Sun
Jongmin Yu
AIFinAI4TS
47
0
0
05 Oct 2025
Predicting Stock Price Movement with LLM-Enhanced Tweet Emotion Analysis
Predicting Stock Price Movement with LLM-Enhanced Tweet Emotion Analysis
An Vuong
Susan Gauch
AIFin
44
0
0
04 Oct 2025
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