Towards Cross-Domain Continual Learning. - Marcus de Carvalho; Mahardhika Pratama; Jie Zhang 002; Haoyan Chua; Edward Kien Yee Yapp (ICDE, 2024)

Unified Denoising Training for Recommendation. - Haoyan Chua; Yingpeng Du; Zhu Sun 001; Ziyan Wang; Jie Zhang 002; Yew-Soon Ong (RecSys, 2024)

Large Language Model with Graph Convolution for Recommendation. - Yingpeng Du; Ziyan Wang; Zhu Sun 001; Haoyan Chua; Hongzhi Liu 001; Zhonghai Wu; Yining Ma 001; Jie Zhang 002; Youchen Sun (CoRR, 2024)

Active Large Language Model-Based Knowledge Distillation for Session-Based Recommendation. - Yingpeng Du; Zhu Sun 001; Ziyan Wang; Haoyan Chua; Jie Zhang 002; Yew-Soon Ong (AAAI, 2025)

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation. - Ziyan Wang; Yingpeng Du; Zhu Sun 001; Haoyan Chua; Kaidong Feng; Wenya Wang 001; Jie Zhang 002 (AAAI, 2025)

LLM-Driven Dual-Level Multi-Interest Modeling for Recommendation. - Ziyan Wang; Yingpeng Du; Zhu Sun 001; Jieyi Bi; Haoyan Chua; Tianjun Wei; Jie Zhang 002 (CoRR, 2025)