Jinhua Yin

According to our database, Jinhua Yin authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

MrM: Black-Box Membership Inference Attacks Against Multimodal RAG Systems.

Peiru Yang, Jinhua Yin, Haoran Zheng, Xueying Bai, Huili Wang, Yufei Sun, Xintian Li, Songwei Pei, Yongfeng Huang, Tao Qi

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Enhancing Watermarking Quality for LLMs via Contextual Generation States Awareness.

Peiru Yang, Xintian Li, Wanchun Ni, Jinhua Yin, Huili Wang, Guoshun Nan, Shangguang Wang, Yongfeng Huang, Tao Qi

CoRR, June, 2025

MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems.

Peiru Yang, Jinhua Yin, Haoran Zheng, Xueying Bai, Huili Wang, Yufei Sun, Xintian Li, Shangguang Wang, Yongfeng Huang, Tao Qi

CoRR, June, 2025

HeteRAG: A Heterogeneous Retrieval-augmented Generation Framework with Decoupled Knowledge Representations.

Peiru Yang, Xintian Li, Zhiyang Hu, Jiapeng Wang, Jinhua Yin, Huili Wang, Lizhi He, Shuai Yang, Shangguang Wang, Yongfeng Huang, Tao Qi

CoRR, April, 2025

Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes.

Tao Qi, Jinhua Yin, Dongqi Cai, Yueqi Xie, Huili Wang, Zhiyang Hu, Peiru Yang, Guoshun Nan, Zhili Zhou, Shangguang Wang, Lingjuan Lyu, Yongfeng Huang, Nicholas Donald Lane

CoRR, March, 2025

Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing.

Jinhua Yin, Peiru Yang, Chen Yang, Huili Wang, Zhiyang Hu, Shangguang Wang, Yongfeng Huang, Tao Qi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025