Guozheng Ma
6 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
visual reinforcement learning
(3)
data augmentation
(3)
sample efficiency
(3)
lipschitz constant
(1)
3d gaussian splatting
(1)
plasticity loss
(1)
novel view synthesis
(1)
decision transformer
(1)
parameter efficiency
(1)
gradient interference
(1)
network sparsity
(1)
primitive representation
(1)
random pad resize
(1)
cycling augmentation
(1)
mixture-of-experts
(1)
experts
(1)
three-stage training
(1)
parameter scalability
(1)
task scalability
(1)
one-shot random pruning
(1)
Papers
Faster and Better 3D Splatting via Group Training
ICCV 2025
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
ICML 2025
Network Sparsity Unlocks the Scaling Potential of Deep Reinforcement Learning
ICML 2025
Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages
ICLR 2024
Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning
NeurIPS 2023
Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning
IJCAI 2022