Lipeng He

15 papers A* 3Journal 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Backdooring Bias in Large Language Models.
CoRR
Anudeep Das, Prach Chantasantitam, Gurjot Singh, Lipeng He, Mariia Ponomarenko, Florian Kerschbaum
2026 J jnl
Safety at One Shot: Patching Fine-Tuned LLMs with A Single Instance.
CoRR
Jiawen Zhang, Lipeng He, Kejia Chen, Jian Lou, Jian Liu, Xiaohu Yang, Ruoxi Jia
2026 J jnl
Understanding and Preserving Safety in Fine-Tuned LLMs.
CoRR
Jiawen Zhang, Yangfan Hu, Kejia Chen, Lipeng He, Jiachen Ma, Jian Lou, Dan Li, Jian Liu, Xiaohu Yang, Ruoxi Jia
2025 J jnl
Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense.
CoRR
Jiawen Zhang, Kejia Chen, Lipeng He, Jian Lou, Dan Li, Zunlei Feng, Mingli Song, Jian Liu, Kui Ren, Xiaohu Yang
2025 A* conf
Activation Approximations Can Incur Safety Vulnerabilities in Aligned LLMs: Comprehensive Analysis and Defense.
USENIX Security Symposium
Jiawen Zhang, Kejia Chen, Lipeng He, Jian Lou, Dan Li, Zunlei Feng, Mingli Song, Jian Liu, Kui Ren, Xiaohu Yang
2025 J jnl
FedVLP: Visual-aware latent prompt generation for Multimodal Federated Learning.
Comput. Vis. Image Underst.
Hao Pan, Xiaoli Zhao, Yuchen Jiang, Lipeng He, Bingquan Wang, Yincan Shu
2025 J jnl
Locket: Robust Feature-Locking Technique for Language Models.
CoRR
Lipeng He, Vasisht Duddu, N. Asokan
2025 J jnl
LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts.
Proc. ACM Softw. Eng.
Shoupeng Ren, Lipeng He, Tianyu Tu, Di Wu, Jian Liu, Kui Ren, Chun Chen
2025 A* conf
On the Atomicity and Efficiency of Blockchain Payment Channels.
USENIX Security Symposium
Di Wu, Shoupeng Ren, Yuman Bai, Lipeng He, Jian Liu, Wu Wen, Kui Ren, Chun Chen
2025 J jnl
On the Atomicity and Efficiency of Blockchain Payment Channels.
IACR Cryptol. ePrint Arch.
Di Wu, Shoupeng Ren, Yuman Bai, Lipeng He, Jian Liu, Wu Wen, Kui Ren, Chun Chen
2025 A* conf
Secure Transformer Inference Made Non-interactive.
NDSS
Jiawen Zhang, Xinpeng Yang, Lipeng He, Kejia Chen, Wen-jie Lu, Yinghao Wang, Xiaoyang Hou, Jian Liu, Kui Ren, Xiaohu Yang
2025 J jnl
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs.
CoRR
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
2024 J jnl
A Comparative Examination of Network and Contract-Based Blockchain Storage Solutions for Decentralized Applications.
CoRR
Lipeng He
2024 J jnl
A Comparative Examination of Network and Contract-Based Blockchain Storage Solutions for Decentralized Applications.
IACR Cryptol. ePrint Arch.
Lipeng He
2024 J jnl
A survey of multimodal federated learning: background, applications, and perspectives.
Multim. Syst.
Hao Pan, Xiaoli Zhao, Lipeng He, Yicong Shi, Xiaogang Lin