Huayu Deng

5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (8) 🔥 Unstoppable (5)

Conferences

CVPR (2) ICML (2) ICLR (1)

Top co-authors

Xiaokang Yang (3) Yunbo Wang (3) Xiangming Zhu (2) Qianxiao Li (1) Zhaoyun Jiang (1) Zhanxing Zhu (1) Guang-Zhong Yang (1) Jiaqi Guo (1) Zhongkai Wu (1) Shizhao Sun (1)

Keywords

unsupervised learning (1) volume rendering (1) domain generalization (1) constrained generation (1) adversarial training (1) out-of-distribution generalization (1) feature representation (1) spurious correlation (1) differentiable rendering (1) neural radiance field (1) fluid dynamics (1) physics simulation (1) particle system (1) layout generation (1) invariant risk minimization (1) conditional layout generation (1) graphic layout (1) constraint serialization (1)

Papers

EvoMesh: Adaptive Physical Simulation with Hierarchical Graph Evolutions ICML 2025

Latent Intuitive Physics: Learning to Transfer Hidden Physics from A 3D Video ICLR 2024

LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction CVPR 2023

NeuroFluid: Fluid Dynamics Grounding with Particle-Driven Neural Radiance Fields ICML 2022

Adversarial Invariant Learning CVPR 2021