Yibin Wang (王逸彬)

I'm a direct PhD candidate (2024~2029) at Fudan University in Shanghai, advised by Prof. Cheng Jin and Prof. Weizhong Zhang. Currently, I am enrolled in a joint doctoral training program at the Shanghai Innovation Institution, advised by Jiaqi Wang. I am also a research intern at the Shanghai Academy of AI for Science.

I graduated as an undergraduate from the College of Computer Science and Technology at Zhejiang University of Technology in 2024, advised by Prof. Jianwei Zheng.

Email  /  Scholar  /  Github

profile photo

Recent Research

I am now focused on computer vision, generative AI, and deep learning. I have experience in AI applications for medical images during my undergraduate.

High-fidelity Person-centric Subject-to-Image Synthesis
Yibin Wang, Weizhong Zhang, Jianwei Zheng, Cheng Jin.
CVPR, 2024
paper / arXiv / code


Code
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering
Yibin Wang, Weizhong Zhang, Jianwei Zheng, Cheng Jin.
ACM MM, 2024
paper / arXiv / code


Code
MagicFace: Training-free Universal-Style Human Image Customized Synthesis
Yibin Wang, Weizhong Zhang, Cheng Jin.
project page / arXiv / code


Code
High Fidelity Scene Text Synthesis
Yibin Wang, Weizhong Zhang, Cheng Jin.
project page / arXiv / code


Code
Enhancing Object Coherence in Layout-to-Image Synthesis
Yibin Wang, Honghui Xu, Changhai Zhou, Weizhong Zhang, Cheng Jin.
technical report / code

Other Research

[1] PLSNet: Position-aware GCN-based autism spectrum disorder diagnosis via FC learning and ROIs sifting.
Yibin Wang, Haixia Long, Qianwei Zhou, Tao Bo, Jianwei Zheng. Computers in Biology and Medicine (SCI Q1), 2023

[2] Residual Graph Transformer for Autism Spectrum Disorder Prediction.
Yibin Wang, Haixia Long, Tao Bo, Jianwei Zheng. Computer Methods and Programs in Biomedicine (SCI Q2), 2024

[3] CA-GAN: Object Placement via Coalescing Attention based Generative Adversarial Network.
Yibin Wang, Yuchao Feng, Jie Wu, Honghui Xu, Jianwei Zheng. ICME (CCF B), 2023

[4] Learning Object Placement via Convolution Scoring Attention.
Yibin Wang, Yuchao Feng, Jianwei Zheng. BMVC (CCF C), 2024

[5] GCN-based Autism Spectrum Disorder Diagnosis via Convolutional Restructuring Attention.
Yibin Wang, Haixia Long, Qianwei Zhou, Tao Bo, Yuchao Feng, Jianwei Zheng. CogSci (CCF B), 2023

Selected Awards

• National Scholarship, 2024 (PhD candidate)

• National Scholarship, 2023 (undergraduate student)


Template adapted from Jon Barron.