Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation. - Xin Xia 013; Hongzhi Yin; Junliang Yu; Qinyong Wang; Lizhen Cui; Xiangliang Zhang 001 (AAAI, 2021)

Self-Supervised Graph Co-Training for Session-based Recommendation. - Xin Xia 013; Hongzhi Yin; Junliang Yu; Yingxia Shao; Lizhen Cui (CIKM, 2021)

Socially-Aware Self-Supervised Tri-Training for Recommendation. - Junliang Yu; Hongzhi Yin; Min Gao 001; Xin Xia 013; Xiangliang Zhang 001; Nguyen Quoc Viet Hung (KDD, 2021)

Graph Augmentation-Free Contrastive Learning for Recommendation. - Junliang Yu; Hongzhi Yin; Xin Xia 013; Lizhen Cui; Quoc Viet Hung Nguyen (CoRR, 2021)

On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation. - Xin Xia 013; Hongzhi Yin; Junliang Yu; Qinyong Wang; Guandong Xu; Quoc Viet Hung Nguyen (SIGIR, 2022)

Are Graph Augmentations Necessary?: Simple Graph Contrastive Learning for Recommendation. - Junliang Yu; Hongzhi Yin; Xin Xia 013; Tong Chen 005; Lizhen Cui; Quoc Viet Hung Nguyen (SIGIR, 2022)

Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation. - Xin Xia 013; Junliang Yu; Guandong Xu; Hongzhi Yin (CIKM, 2023)

Efficient On-Device Session-Based Recommendation. - Xin Xia 013; Junliang Yu; Qinyong Wang; Chaoqun Yang 002; Nguyen Quoc Viet Hung; Hongzhi Yin (ACM Trans. Inf. Syst., 2023)

On-Device Recommender Systems: A Comprehensive Survey. - Hongzhi Yin; Liang Qu; Tong Chen 005; Wei Yuan 003; Ruiqi Zheng; Jing Long; Xin Xia 013; Yuhui Shi 001; Chengqi Zhang (CoRR, 2024)

Self-Supervised Learning for Recommender Systems: A Survey. - Junliang Yu; Hongzhi Yin; Xin Xia 013; Tong Chen 005; Jundong Li; Zi Huang (IEEE Trans. Knowl. Data Eng., 2024)

XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation. - Junliang Yu; Xin Xia 013; Tong Chen 005; Lizhen Cui; Nguyen Quoc Viet Hung; Hongzhi Yin (IEEE Trans. Knowl. Data Eng., 2024)

Breaking the Clusters: Uniformity-Optimization for Text-Based Sequential Recommendation. - Wuhan Chen; Zongwei Wang 002; Min Gao 001; Xin Xia 013; Feng Jiang 006; Junhao Wen 001 (CoRR, 2025)