Academic

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Selected Publications

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Few-Shot 3D Face Generation via a Controllable Diffusion Model Guided by Text and Images preview
3D Face / Diffusion / PBR Assets

Few-Shot 3D Face Generation via a Controllable Diffusion Model Guided by Text and Images

Jinfu Wei, Zheng Zhang, Ran Liao, Duan Gao

ICME · 2025

ControlFace generates computer-graphics-friendly 3D faces from text and image guidance using a controllable diffusion model trained with few-shot 3D facial assets.

UniFaceGAN: High-Quality 3D Face Editing With a Unified Latent Space preview
3D Face / GAN / Editing

UniFaceGAN: High-Quality 3D Face Editing With a Unified Latent Space

Jinfu Wei, Zheng Zhang, Qinchuan Zhang, Ran Liao, Duan Gao

ICME · 2025

UniFaceGAN builds a unified latent space for high-quality 3D facial editing, supporting stylization, point-based drag manipulation, and local blending.

DreamPBR: Text-driven High-Resolution SVBRDF Generation with Multimodal Guidance preview
PBR / SVBRDF / Material Generation

DreamPBR: Text-driven High-Resolution SVBRDF Generation with Multimodal Guidance

Linxuan Xin, Zheng Zhang, Zhiyi Pan, Jinfu Wei, Wei Gao, Duan Gao

ICME · 2025

DreamPBR generates high-resolution physically based materials and SVBRDF parameter maps from text and multimodal controls.

Dual-Process Watermarked Diffusion: Integrating Watermarking With Denoising in Point Clouds preview
Watermarking / Diffusion / Point Clouds

Dual-Process Watermarked Diffusion: Integrating Watermarking With Denoising in Point Clouds

Jinfu Wei, Heng Chang, Xiaohang Liu, Li Liu, Shiji Zhou, Chengyuan Li, Di Xu, Wei Gao, Ran Liao

ICASSP · 2025

DPWD embeds robust watermarks into diffusion models for point cloud generation, protecting model ownership while preserving generation quality.

Implanting Robust Watermarks in Latent Diffusion Models for Video Generation preview
Watermarking / Video Generation / Latent Diffusion

Implanting Robust Watermarks in Latent Diffusion Models for Video Generation

Xiaohang Liu, Heng Chang, Jinfu Wei, Lei Zhu, Li Liu, Likun Li, Shiji Zhou, Chengyuan Li, Di Xu, Wei Gao

ICASSP · 2025

Stable Video Signature integrates watermarking into latent diffusion video generation with temporal consistency and robustness against attacks.

Optics and Lasers in Engineering
Polarization / Microalgae / Classification

Polarization fingerprint for microalgae classification

Jiajin Li, Jinfu Wei, Shijia Chen, Zhuo Yang, Jianchen Wang, Xiaobo Sun, Chao He, Hui Ma

Optics and Lasers in Engineering · 2023

This work uses Mueller-matrix-based polarization fingerprints and machine learning to classify microalgae by physically meaningful polarization parameters.