Siyu Gao
5 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Applications · Reinforcement Learning
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
portfolio optimization
(2)
stock trading
(2)
reinforcement learning
(1)
continual learning
(1)
catastrophic forgetting
(1)
adversarial learning
(1)
temporal difference learning
(1)
offline reinforcement learning
(1)
game theory
(1)
video prediction
(1)
test-time adaptation
(1)
predictive coding
(1)
actor-critic algorithm
(1)
neural radiance field
(1)
world model
(1)
object-centric representation
(1)
slot attention
(1)
game-theoretic model
(1)
predictive learning
(1)
scene decomposition
(1)
Papers
MetaTrader: Learning to Generalize RL Trading Policies Beyond Offline Data
AAAI 2026
DynaVol: Unsupervised Learning for Dynamic Scenes through Object-Centric Voxelization
ICLR 2024
StockFormer: Learning Hybrid Trading Machines with Predictive Coding
IJCAI 2023
Continual Predictive Learning From Videos
CVPR 2022
Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK
AAAI 2020