Ziyi Yin (殷梓译)

Towards Robust Multimodal Large Language Models Against Jailbreak Attacks

Ziyi Yin, Yuanpu Cao, Han Liu, Ting Wang, Jinghui Chen, Fenglong Ma

Shadow-Activated Backdoor Attacks on Multimodal Large Language Models

Ziyi Yin, Muchao Ye, Yuanpu Cao, Jiaqi Wang, Aofei Chang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models

Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pretrained Models

Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma

ICDAGENT: Empowering Agentic Large Language Models for Explainable Medical Coding

Ziyi Yin, Yuanpu Cao, Ting Wang, Jinghui Chen, Fenglong Ma

Asymmetrical Reciprocity-based Federated Learning for Resolving Disparities in Medical Diagnosis

Jiaqi Wang^*, Ziyi Yin^*, Quanzeng You, Lingjuan Lyu, Fenglong Ma

^*Equal contribution

Multimodal Transformer Network for Pedestrian Trajectory Prediction

Ziyi Yin, Ruijin Liu, Zhiliang Xiong, Zejian Yuan

Order-independent Matching with Shape Similarity for Parking Slot Detection

Ziyi Yin, Ruijin Liu, Zhiliang Xiong, Zejian Yuan

Learning to Plan Semantic Free-Space Boundary

Ziyi Yin, Ziyang Song, Zejian Yuan