Privacy-Preserving Synthetic Data Generation for Recommendation Systems. - Fan Liu 008; Zhiyong Cheng 001; Huilin Chen 002; Yinwei Wei; Liqiang Nie; Mohan S. Kankanhalli (SIGIR, 2022)

Semantic-Guided Feature Distillation for Multimodal Recommendation. - Fan Liu 008; Huilin Chen 002; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Multimedia, 2023)

Disentangled Multimodal Representation Learning for Recommendation. - Fan Liu 008; Huilin Chen 002; Zhiyong Cheng 001; Anan Liu; Liqiang Nie; Mohan S. Kankanhalli (IEEE Trans. Multim., 2023)

Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models. - Fan Liu 008; Yaqi Liu; Huilin Chen 002; Zhiyong Cheng 001; Liqiang Nie; Mohan S. Kankanhalli (ACM Trans. Inf. Syst., 2025)

I3-MRec: Invariant Learning with Information Bottleneck for Incomplete Modality Recommendation. - Huilin Chen 002; Miaomiao Cai; Fan Liu 008; Zhiyong Cheng 001; Richang Hong; Meng Wang 001 (CoRR, 2025)