๐ Hi, Iโm Yucheng Wang (็็ ่ฏ)
I am currently an M.Sc. candidate in Digital Financial Technology at the National University of Singapore (NUS), specializing in the intersection of Quantitative Finance, AI, and Blockchain.
Previously, I worked as a Financial AI Algorithm Intern at Baidu Qianfan (LLM Division), where I developed Meta-HCapsNet (Hypergraph Capsule Networks) for financial time-series forecasting.
My passion lies in using Algorithms to decode financial markets and Music to decode emotions.
๐ฅ News & Updates
- 2026.02: My paper โAn Attention-Enhanced Capsule Networkโฆโ is under review at Computational Economics (SSCI, JCR Q2).
- 2025.11: Won the Grand Prize (National 1st) in the SSE Cup National ETF Competition.
- 2025.06: Joined Baidu Qianfan as an AI Algorithm Intern.
๐ Selected Publications & Research
[Under Review] An Attention-Enhanced Capsule Network with Hypergraph Structure for Stock Sequence Prediction
- Yucheng Wang, et al.
- Submitted to Computational Economics (SSCI, JCR Q2).
- Innovation: Proposed Meta-HCapsNet to explicitly model high-order group synergy in time series, outperforming iTransformer by reducing MAE by 54%.
Construction of Intergovernmental Transfer Payment Database
- Research Assistant, National Natural Science Foundation of China Project.
- Engineering: Built an automated ETL pipeline using Python & OCR to process thousands of unstructured government reports.
๐ Honors & Awards
- Grand Prize (National 1st), SSE Cup National ETF Competition (Top 0.1%).
- Gold Award, Zhejiang Provincial Securities Investment Competition (Quant Group).
- 48M+ Streams, Founder of โAwakening Conscienceโ Music Project on NetEase Cloud Music.
- National Scholarship, Ministry of Education of China.
๐ป Tech Stack
- Quant & AI: Python (PyTorch, Pandas), MATLAB, Stata.
- Development: SQL, Solidity, Docker, Linux.
- Finance: Bloomberg, Wind Terminal, Risk Parity Strategies.