Influence of Artificial Intelligence Recommendation on Consumers' Purchase Intention Under the Information Cocoon Effect. - Siyi Liang; Nurzat Alimu; Hanchi Si; Hong Li; Chuanmin Mi (HCI (28), 2023)

Investigating Consumer Attitudes Toward Recessive Advertising in Short-Form Videos. - Xiaoliang Fu; Lili Liu; Siyi Liang; Zipei Ling; Xiarui Qian; Zhewei Mao (HCI (37), 2024)

FeatureX: An explainable feature selection for deep learning. - Siyi Liang; Yang Zhang 037; Kun Zheng; Yu Bai (Expert Syst. Appl., 2025)

Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification. - Ming Hu; Jianfu Yin; Mingyu Dou; Yuqi Wang; Ruochen Dang; Siyi Liang; Cong Hu; Yao Wang; Bingliang Hu; Quan Wang (CoRR, 2025)