Using material classification methods for steel surface defect inspection. - Siyi Pan; Tzu-Yi Hung; Liang-Tien Chia (ISIE, 2016)

Strategy Optimization for Energy Efficient Extraterrestrial Drilling Using Combined Power Map. - Siyi Pan; Genya Ishigami (IEEE Robotics Autom. Lett., 2017)

Generation of Adversarial Malware Based on Genetic Algorithm and Instruction Replacement. - Siyi Pan; Aoxiang Sun; Yingmei Xu; Zhuoqian Liang; Yuxia Sun (CNIOT, 2023)

LIFT: Discriminant Classification Approach of Malware Family on Time Consistent Open Set. - Yuxia Sun; Siyi Pan; Yang Yang; Ziying Huo; Yuqin Hong (ICIC (LNAI 1), 2024)

Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment. - Siyi Pan; Baoliang Chen; Danni Huang; Hanwei Zhu; Zhu Li 001; Xiangjie Sui; Shiqi Wang 001 (CoRR, 2024)

FedAPA: Server-side Gradient-Based Adaptive Personalized Aggregation for Federated Learning on Heterogeneous Data. - Yuxia Sun; Aoxiang Sun; Siyi Pan; Zhixiao Fu; Jingcai Guo (CoRR, 2025)

FedLFP: Communication-Efficient Personalized Federated Learning on Non-IID Data in Mobile Edge Computing Environments. - Yuxia Sun; Siyi Pan; Aoxiang Sun; Zhixiao Fu; Saiqin Long; Zhetao Li (IEEE Trans. Mob. Comput., 2025)