Towards Open-World Cross-Domain Sequential Recommendation: A Model-Agnostic Contrastive Denoising Approach. - Wujiang Xu; Xuying Ning; Wenfang Lin; Mingming Ha; Qiongxu Ma; Qianqiao Liang; Xuewen Tao; Linxun Chen; Bing Han; Minnan Luo (ECML/PKDD (1), 2024)

SLMRec: Empowering Small Language Models for Sequential Recommendation. - Wujiang Xu; Zujie Liang; Jiaojiao Han; Xuying Ning; Wenfang Lin; Linxun Chen; Feng Wei; Yongfeng Zhang (CoRR, 2024)

Information Maximization via Variational Autoencoders for Cross-Domain Recommendation. - Xuying Ning; Wujiang Xu; Xiaolei Liu; Mingming Ha; Qiongxu Ma; Youru Li; Linxun Chen; Yongfeng Zhang (CoRR, 2024)

iAgent: LLM Agent as a Shield between User and Recommender Systems. - Wujiang Xu; Yunxiao Shi; Zujie Liang; Xuying Ning; Kai Mei; Kun Wang; Xi Zhu; Min Xu; Yongfeng Zhang (ACL (Findings), 2025)

SLMRec: Distilling Large Language Models into Small for Sequential Recommendation. - Wujiang Xu; Qitian Wu; Zujie Liang; Jiaojiao Han; Xuying Ning; Yunxiao Shi; Wenfang Lin; Yongfeng Zhang (ICLR, 2025)

i2VAE: Interest Information Augmentation with Variational Regularizers for Cross-Domain Sequential Recommendation. - Xuying Ning; Wujiang Xu; Tianxin Wei; Xiaolei Liu (UAI, 2025)

InstructAgent: Building User Controllable Recommender via LLM Agent. - Wujiang Xu; Yunxiao Shi; Zujie Liang; Xuying Ning; Kai Mei; Kun Wang 056; Xi Zhu; Min Xu; Yongfeng Zhang (CoRR, 2025)

AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time. - Junyu Zhang; Runpei Dong; Han Wang; Xuying Ning; Haoran Geng; Peihao Li; Xialin He; Yutong Bai; Jitendra Malik; Saurabh Gupta 001; Huan Zhang (CoRR, 2025)

Flow Matching Meets Biology and Life Science: A Survey. - Zihao Li 006; Zhichen Zeng 001; Xiao Lin; Feihao Fang; Yanru Qu; Zhe Xu 007; Zhining Liu 002; Xuying Ning; Tianxin Wei; Ge Liu; Hanghang Tong; Jingrui He (CoRR, 2025)