Yang Yu

Comparative analysis of image control workflows in generative AI for architectural design: a FLUX.1-based study

Yang Yu, Ding Wen Bao, Yuqian Liu

Abstract Text-to-image generative models often struggle to maintain visual consistency across outputs, which limits their applicability in professional architectural rendering workflows. This study examines three FLUX.1-based image-to-image workflows for architectural aerial rend…Read more

Event Stream based Multi-Modal Video Anomaly Detection: A Benchmark Dataset and Algorithms

Peipei Zhu, Yueqing Niu, Lin Zhu, Guanchong Niu, Yang Yu, Zheng Li

Video anomaly detection (VAD) is critical for automated surveillance but remains fragile under challenging conditions such as illumination variations, fast motion, and complex backgrounds when relying solely on visible light videos. To address these limitations, we propose EVAD,…Read more

Seeing Through Multiple Views: Parameter-Efficient Fine-Tuning via Selective Neurons for Consistent Radiology Report Generation

Yucheng Chen, Jinjing Zhu, Yang Yu, Yufei Shi, Hane Naghshbandi, Jinhua Liu, et al.

Recent years have seen substantial advances in radiology report generation (RRG), yet existing approaches predominantly adopt direct feature fusion when handling multi-view X-ray images. Such approaches overlook the potential clinical inconsistencies and inaccuracies arising when…Read more

Research on Mass Prediction of Maize Kernel Based on Machine Vision and Machine Learning Algorithm

Yang Yu, Chenlong Fan, Qibin Li, Qinhao Wu, Yi Cheng, Xin Zhou, et al.

The yield assessment process during maize harvesting is a necessary means to ensure farmers’ economic benefits and stable agricultural production. Predicting the mass of maize kernels is an important condition for yield detection. This study proposes a maize kernel mass predictio…Read more

Deep fusion of LIBS and NIR-HSI spectra coupled with deep learning for geographical origin identification and quality evaluation of Salvia miltiorrhiza

Yixin Zheng, Yang Yu, Yingjie Song, Jinshan Xin, Faxing Zhang, Haifeng Qi, et al.