Lipeng He

According to our database, Lipeng He authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

Backdooring Bias in Large Language Models.

Anudeep Das, Prach Chantasantitam, Gurjot Singh, Lipeng He, Mariia Ponomarenko, Florian Kerschbaum

CoRR, February, 2026

Understanding and Preserving Safety in Fine-Tuned LLMs.

Jiawen Zhang, Yangfan Hu, Kejia Chen, Lipeng He, Jiachen Ma, Jian Lou, Dan Li, Jian Liu, Xiaohu Yang, Ruoxi Jia

CoRR, January, 2026

Safety at One Shot: Patching Fine-Tuned LLMs with A Single Instance.

Jiawen Zhang, Lipeng He, Kejia Chen, Jian Lou, Jian Liu, Xiaohu Yang, Ruoxi Jia

CoRR, January, 2026

2025

Locket: Robust Feature-Locking Technique for Language Models.

Lipeng He, Vasisht Duddu, N. Asokan

CoRR, October, 2025

StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs.

Jialin Yang, Dongfu Jiang, Lipeng He, Sherman Siu, Yuxuan Zhang, Disen Liao, Zhuofeng Li, Huaye Zeng, Yiming Jia, Haozhe Wang, Benjamin Schneider, Chi Ruan, Wentao Ma, Zhiheng Lyu, Yifei Wang, Yi Lu, Quy Duc Do, Ziyan Jiang, Ping Nie, Wenhu Chen

CoRR, May, 2025

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense.

Jiawen Zhang, Kejia Chen, Lipeng He, Jian Lou, Dan Li, Zunlei Feng, Mingli Song, Jian Liu, Kui Ren, Xiaohu Yang

CoRR, February, 2025

LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts.

Shoupeng Ren, Lipeng He, Tianyu Tu, Di Wu, Jian Liu, Kui Ren, Chun Chen

Proc. ACM Softw. Eng., 2025

FedVLP: Visual-aware latent prompt generation for Multimodal Federated Learning.

Hao Pan, Xiaoli Zhao, Yuchen Jiang, Lipeng He, Bingquan Wang, Yincan Shu

Comput. Vis. Image Underst., 2025

On the Atomicity and Efficiency of Blockchain Payment Channels.

Di Wu, Shoupeng Ren, Yuman Bai, Lipeng He, Jian Liu, Wu Wen, Kui Ren, Chun Chen

Proceedings of the 34th USENIX Security Symposium, 2025

Activation Approximations Can Incur Safety Vulnerabilities in Aligned LLMs: Comprehensive Analysis and Defense.

Jiawen Zhang, Kejia Chen, Lipeng He, Jian Lou, Dan Li, Zunlei Feng, Mingli Song, Jian Liu, Kui Ren, Xiaohu Yang

Proceedings of the 34th USENIX Security Symposium, 2025

Secure Transformer Inference Made Non-interactive.

Jiawen Zhang, Xinpeng Yang, Lipeng He, Kejia Chen, Wen-jie Lu, Yinghao Wang, Xiaoyang Hou, Jian Liu, Kui Ren, Xiaohu Yang

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

2024

A survey of multimodal federated learning: background, applications, and perspectives.

Hao Pan, Xiaoli Zhao, Lipeng He, Yicong Shi, Xiaogang Lin

Multim. Syst., August, 2024

A Comparative Examination of Network and Contract-Based Blockchain Storage Solutions for Decentralized Applications.

Lipeng He

IACR Cryptol. ePrint Arch., 2024