Scholar
Taian Guo
Google Scholar ID: jk4YCOgAAAAJ
Peking university
LLM for finance
time series forecasting
quantitative trading
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Citations & Impact
All-time
Citations
15
H-index
2
i10-index
1
Publications
3
Co-authors
7
list available
Contact
GitHub
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Publications
9 items
RSPO: Reward-Swap Policy Optimization for Multi-Turn LLM Agents
2026
Cited
0
MindLoom: Composing Thought Modes for Frontier-Level Reasoning Data Synthesis
2026
Cited
0
Teaching AI Through Benchmark Construction: QuestBench as a Course-Based Practice for Accountable Knowledge Work
2026
Cited
0
MEME: Modeling the Evolutionary Modes of Financial Markets
2026
Cited
0
AlphaPROBE: Alpha Mining via Principled Retrieval and On-graph biased evolution
2026
Cited
0
AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration
2025
Cited
0
AlphaEval: A Comprehensive and Efficient Evaluation Framework for Formula Alpha Mining
2025
Cited
0
MASS: Multi-Agent Simulation Scaling for Portfolio Construction
2025
Cited
0
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Resume (English only)
Academic Achievements
Official implementation of MASS: Multi-Agent Simulation Scaling for Portfolio Construction; Contributed to multiple open-source projects.
Education
Peking University, School of Computer Science, PhD in progress.
Background
PhD student at the School of Computer Science, Peking University. Aiming to become a quant researcher in the future.
Co-authors
7 total
Ming Zhang(张铭)
Professor,Peking University
Jinsheng Huang
Peking University
Liang Chen
Peking University
Ye Yuan
PhD student, Peking University
Baobao CHANG
Peking University
Jingyang Yuan
Peking University
Haiyang SHEN
Peking University