Huanlei Guo

2 accepted papers

2026

Toward Early Quality Assessment of Text-to-Image Diffusion Models

CVPR 2026

Recent text-to-image (T2I) diffusion and flow-matching models can produce highly realistic images from natural language prompts. In practical scenarios, T2I systems are often run in a "generate--then--select" mode: many seeds are sampled and only a few images are kept for use. However, this pipeline

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2025

ForceFM: Enhancing Protein-Ligand Predictions through Force-Guided Flow Matching

Huanlei Guo, Song Liu, Bingyi Jing

NeurIPS 2025poster

Molecular docking is a fundamental technique in structure-based drug discovery, playing a critical role in predicting the binding poses of protein-ligand complexes. While traditional docking methods are generally reliable, they are often computationally expensive. Recent deep learning (DL) approache…

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