Yuncong Liu 刘云从

• Welcome to my personal website.
• I am currently a PhD student at AIDF, NUS.
• You can find my CV here.
• My Google Scholar · OpenReview · GitHub
• Research Interests
• Agentic systems for financial researchCan an agent find a question worth asking?
• Identifiability of model-derived signalsWas the structure in the data, or in the model?
• Reinforcement learning for tradingWhat does a policy actually learn?
• Education Background
• National University of Singapore
• PhD, 2025.8 - 2028.6(Expected)
• Columbia University
• MA, 2023.9 - 2025.3
• Central University of Finance and Economics (中央财经大学)
• BSc, 2019.9 - 2023.6
• Contact Information
• Contact me by yuncongliu0703 at gmail dot com.
• Or, visit my Linkdin personal page.
• News
• 2026-10 Two papers accepted at ICAIF 2026! 🎉
• 2025-08 Started my PhD at AIDF, NUS.
• Recent Publications
• FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs
  • Yixuan Liang, Yuncong Liu, Boyu Zhang, Christina Dan Wang, Hongyang Yang
  • AAAI Good-Data, 2025 · PDF