Yihong Luo

PhD student, Hong Kong University of Science and Technology

2 papers at NeurIPS 2025

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Poster Session 4

2 papers

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation

#5511 · Yihong Luo, Tianyang Hu, Weijian Luo, Kenji Kawaguchi, Jing Tang

We propose a reward-centric approach to fast image generation that converts pretrained diffusion models to reward-enhanced few-step generators, without relying on complicated diffusion distillation losses or training images..

Noise Consistency Training: A Native Approach for One-step Generator in Learning Additional Controls

#5309 · Yihong Luo, Shuchen Xue, Tianyang Hu, Jing Tang