Hengyuan Cao

4 papers · 2025–2026 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (3) ICML (1)

Top co-authors

Min Zhang (4) Yunhong Lu (4) Qichao Wang (3) Xiaoyin Xu (2) Ka Leong Cheng (1) Xierui Wang (1) Zhipeng Zhang (1) Hao Ouyang (1) Yanhong Zeng (1) Haobo Li (1)

Research topics

Deep Learning (4) Models (4) Computer Vision (2) Machine Learning (2) Generation (2) Optimization & Theory (2) Artificial Intelligence (1) Learning Paradigms (1) Learning Types (1)

Keywords

diffusion model (2) direct preference optimization (1) text-to-image generation (1) distribution matching (1) generative model (1) latent variable (1) reward model (1) vision-language model (1) dataset distillation (1) video diffusion model (1) sliding window attention (1) synthetic dataset (1) exponential moving average (1) preference distribution (1) state of the art (1) distribution matching distillation (1) streaming video generation (1) alignment (1) diffusion optimization (1) optimal transport (1)

Papers

DMGD: Train-Free Dataset Distillation with Semantic-Distribution Matching in Diffusion Models CVPR 2026 Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation CVPR 2026 InPO: Inversion Preference Optimization with Reparametrized DDIM for Efficient Diffusion Model Alignment CVPR 2025 Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences ICML 2025