Guozheng Ma

6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (2) ICCV (1) ICLR (1) IJCAI (1) NIPS (1)

Top co-authors

Dacheng Tao (4) Li Shen (4) Xueqian Wang (4) Lu Li (3) Zilin Wang (2) Zhen Wang (2) Haoyu Wang (2) Yizhen Lao (1) Linrui Zhang (1) Ping Luo (1)

Keywords

visual reinforcement learning (2) data augmentation (2) sample efficiency (2) lipschitz constant (1) 3d gaussian splatting (1) novel view synthesis (1) primitive representation (1) random pad resize (1) cycling augmentation (1) scene reconstruction (1) neural rendering (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 NIPS 2023

Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022