Huayu Deng

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

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)

Research topics

Deep Learning (4) Machine Learning (3) Architectures (3) Computer Vision (2) Application Areas (2) Generation (2) Models (2) Artificial Intelligence (1) Computer Science (1) Knowledge & Reasoning (1) Analysis (1) Applications (1) Learning Paradigms (1) Learning Types (1) Optimization & Theory (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) physical dynamics (1) latent feature (1) particle system (1) layout generation (1) learnable prior (1) fluid simulation (1) invariant risk minimization (1) inverse graphics (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