Pingyi Hu

According to our database, Pingyi Hu authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

Adaptive Coordinated Control of an Assistive Lower-Limb Exoskeleton for Hemiparetic Patients.

Chaoyang Li, Songxiang Liu, Chengguo Liu, Tianchi Chen, Kai Zhao, Pingyi Hu

IEEE Robotics Autom. Lett., May, 2026

Sirens' Whisper: Inaudible Near-Ultrasonic Jailbreaks of Speech-Driven LLMs.

Zijian Ling, Pingyi Hu, Xiuyong Gao, Xiaojing Ma, Man Zhou, Jun Feng, Songfeng Lu, Dongmei Zhang, Bin Benjamin Zhu

CoRR, March, 2026

2025

RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models.

Pingyi Hu, Xiaofan Bai, Xiaojing Ma, Chaoxiang He, Dongmei Zhang, Bin Benjamin Zhu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

ESF: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models.

Xiaofan Bai, Pingyi Hu, Xiaojing Ma, Linchen Yu, Dongmei Zhang, Qi Zhang, Bin Benjamin Zhu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Towards Stricter Black-box Integrity Verification of Deep Neural Network Models.

Chaoxiang He, Xiaofan Bai, Xiaojing Ma, Bin B. Zhu, Pingyi Hu, Jiayun Fu, Hai Jin, Dongmei Zhang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

2023

Focusing on Pinocchio's Nose: A Gradients Scrutinizer to Thwart Split-Learning Hijacking Attacks Using Intrinsic Attributes.

Jiayun Fu, Xiaojing Ma, Bin B. Zhu, Pingyi Hu, Ruixin Zhao, Yaru Jia, Peng Xu, Hai Jin, Dongmei Zhang

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

2022

M^4I: Multi-modal Models Membership Inference.

Pingyi Hu, Zihan Wang, Ruoxi Sun, Hu Wang, Minhui Xue

CoRR, 2022

M$^4$I: Multi-modal Models Membership Inference.

Pingyi Hu, Zihan Wang, Ruoxi Sun, Hu Wang, Minhui Xue

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022