Peng, Min

1. PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
   2023/06/08 by Qianqian Xie, Weiguang Han, Xie, Qianqian +11 · 43 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Topic Modeling #Explainable Artificial Intelligence (XAI)
2. FinBen: A Holistic Financial Benchmark for Large Language Models
   2024/02/20 by Qianqian Xie, Weiguang Han, Xie, Qianqian +63 · 24 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Finance #and Science (cs.CE)
3. Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
   2024/08/20 by Jimin Huang, Mengxi Xiao, Huang, Jimin +76 · 9 citations
   Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #FinTech, Crowdfunding, Digital Finance #Mathematics, Computing, and Information Processing
4. Micro-Attention for Micro-Expression recognition
   2018/11/06 by Chongyang Wang, Wang, Chongyang, Min Peng +5 · 3 citations
   Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face recognition and analysis #Human Pose and Action Recognition
5. The Wall Street Neophyte: A Zero-Shot Analysis of ChatGPT Over MultiModal Stock Movement Prediction Challenges
   2023/04/10 by Qianqian Xie, Xie, Qianqian, Weiguang Han +7 · 4 citations
   Decision Sciences · Economics, Econometrics and Finance · Engineering · #Computation and Language (cs.CL) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods
6. Retrieval-augmented Large Language Models for Financial Time Series Forecasting
   2025/02/09 by Mengxi Xiao, Xiao, Mengxi, Zihao Jiang +22 · 8 citations
   Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Advanced Text Analysis Techniques #Time Series Analysis and Forecasting
7. SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs
   2025/02/05 by Liu, Ben, Zhang, Jihai, Lin, Fangquan +3 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
   2025/08/19 by Ziyan Kuang, Feiyu Zhu, Kuang, Ziyan +19 · 1 voice · 2 citations
   Computer Science · Decision Sciences · #Computational Engineering #FOS: Computer and information sciences #Finance #Stock Market Forecasting Methods #and Science (cs.CE) #cs.CE
9. One Size doesn't Fit All: A Personalized Conversational Tutoring Agent for Mathematics Instruction
   2025/02/18 by Liu, Ben, Zhang, Jihan, Lin, Fangquan +2 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English
    2024/02/12 by Zhang, Xiao, Xiang, Ruoyu, Yuan, Chenhan +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks
    2024/03/10 by Gang Hu, Ke Qin, Hu, Gang +15 · 2 citations
    Business, Management and Accounting · #Private Equity and Venture Capital
12. SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
    2022/10/10 by Peng, Miao, Liu, Ben, Xie, Qianqian +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Mastering Pair Trading with Risk-Aware Recurrent Reinforcement Learning
    2023/04/01 by Han, Weiguang, Huang, Jimin, Xie, Qianqian +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business
14. LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning
    2025/05/24 by Liu, Tao, Mao, Xutao, Zan, Hongying +12 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. MoodAngels: A Retrieval-augmented Multi-agent Framework for Psychiatry Diagnosis
    2025/06/04 by Xiao, Mengxi, Liu, Ben, Li, He +5 · 2 citations
    #68T42 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #J.4 #Social and Information Networks (cs.SI)