Yitong Duan
4 papers · 2022–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
IJCAI (1)
Top co-authors
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