5 papers
Bridging Multimodal Fusion and Expert Routing via Spectral Reliability Descriptors for Robust Object Detection
Yefeng Wu
RGB-infrared detectors typically discard the statistics generated during cross-modal fusion, leaving downstream modules unaware of whether the current interaction is reliable. We p…
CogEvo-Edu: Cognitive Evolution Educational Multi-Agent Collaborative System
Yefeng Wu, Yuchen Song, Yecheng Zhao +2
Large language models (LLMs) are increasingly deployed as conversational tutors in STEM education, yet most systems still rely on a single LLM with a static retrieval-augmented gen…
DAONet-YOLOv8: An Occlusion-Aware Dual-Attention Network for Tea Leaf Pest and Disease Detection
Yefeng Wu, Shan Wan, Ling Wu +1
Accurate detection of tea leaf pests and diseases in real plantations remains challenging due to complex backgrounds, variable illumination, and frequent occlusions among dense bra…
CGF-DETR: Cross-Gated Fusion DETR for Enhanced Pneumonia Detection in Chest X-rays
Yefeng Wu, Yuchen Song, Ling Wu +2
Pneumonia remains a leading cause of morbidity and mortality worldwide, necessitating accurate and efficient automated detection systems. While recent transformer-based detectors l…
Medical Image De-Identification Benchmark Challenge
Linmin Pei, Granger Sutton, Michael Rutherford +67
The de-identification (deID) of protected health information (PHI) and personally identifiable information (PII) is a fundamental requirement for sharing medical images, particular…