Yitong Duan
4 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types
(1)
Methods · Reinforcement Learning
(1)
Methods · Data Science & Analytics
(1)
Models
(1)
Keywords
stock return
(2)
contrastive learning
(1)
offline reinforcement learning
(1)
monte carlo tree search
(1)
dynamic factor model
(1)
probabilistic model
(1)
generalization bound
(1)
latent variable
(1)
variational autoencoder
(1)
latent space
(1)
asset pricing
(1)
limit order book
(1)
factor model
(1)
large language model
(1)
quantitative investment
(1)
temporal residual
(1)
hidden factor
(1)
alpha factor mining
(1)
temporal residual learning
(1)
stock return prediction
(1)
Papers
Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Alpha Factor Mining
AAAI 2026
FactorGCL: A Hypergraph-Based Factor Model with Temporal Residual Contrastive Learning for Stock Returns Prediction
AAAI 2025
Towards Generalizable Reinforcement Learning for Trade Execution
IJCAI 2023
FactorVAE: A Probabilistic Dynamic Factor Model Based on Variational Autoencoder for Predicting Cross-Sectional Stock Returns
AAAI 2022