13 citations · 13 across the 9 of their papers we have counts for
4 papers · 1 filter
Homogeneous Semantic Alignment and Hierarchical Expert Routing for Radiology Report Generation
Erjian Zhang, Jiayuan Ma, Liejun Wang +3
Radiology report generation (RRG) aims to convert medical images into diagnostic texts to assist in clinical decision-making and alleviate the workload of physicians. Although exis…
The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution
Erjian Zhang, Yatong Hao, Liejun Wang +1
While multi-task learning based automatic radiology report generation (RRG) is widely adopted to ensure clinical consistency, most focus on architectural designs yet remain limited…
Adaptive Equilibrium: Dynamic Weighting Framework for Generalized Interruption of DeepFake Models
Hongrui Zheng, Liejun Wang, Zhiqing Guo
The advancement of generalized deepfake disruption is constrained by the interruption imbalance, a fundamental bottleneck inherent to the generation of universal perturbations. We…
All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark
Junjiang Wu, Liejun Wang, Zhiqing Guo
With the rapid advancement of deepfake technology, malicious face manipulations pose a significant threat to personal privacy and social security. However, existing proactive foren…