Hongyuan Zhang

Postdoc, University of Hong Kong

2 papers at NeurIPS 2025

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Poster Session 4

1 paper

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

Exhibit Hall C,D,E

NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering

#4404 · Zhihao Huang, Xi Qiu, Yukuo Ma, Yifu Zhou, Junjie Chen, Hongyuan Zhang, Chi Zhang, Xuelong Li

Images inherit a hierarchical frequency structure from the physics of light (light fields decompose by frequency, properties are frequency-dependent). This principle underpins our proposed low-to-high frequency image generation approach.

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning

#2705 · Kai Jiang, Zhengyan Shi, Dell Zhang, Hongyuan Zhang, Xuelong Li