A Comparative Examination of Network and Contract-Based Blockchain Storage Solutions for Decentralized Applications. - Lipeng He (IACR Cryptol. ePrint Arch., 2024)

A survey of multimodal federated learning: background, applications, and perspectives. - Hao Pan; Xiaoli Zhao; Lipeng He; Yicong Shi; Xiaogang Lin (Multim. Syst., 2024)

Secure Transformer Inference Made Non-interactive. - Jiawen Zhang; Xinpeng Yang; Lipeng He; Kejia Chen 007; Wen-jie Lu; Yinghao Wang; Xiaoyang Hou; Jian Liu 012; Kui Ren 001; Xiaohu Yang 001 (NDSS, 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 012; Wu Wen; Kui Ren 001; Chun Chen 001 (IACR Cryptol. ePrint Arch., 2025)

LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts. - Shoupeng Ren; Lipeng He; Tianyu Tu; Di Wu; Jian Liu 012; Kui Ren 001; Chun Chen 001 (Proc. ACM Softw. Eng., 2025)

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense. - Jiawen Zhang; Kejia Chen 007; Lipeng He; Jian Lou 001; Dan Li; Zunlei Feng; Mingli Song; Jian Liu 012; Kui Ren 001; Xiaohu Yang 001 (CoRR, 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 002; Benjamin Schneider; Chi Ruan; et al. (CoRR, 2025)