Adaptive Graph Recurrent Network for Multivariate Time Series Imputation. - Yakun Chen; Zihao Li 005; Chao Yang 024; Xianzhi Wang 001; Guodong Long; Guandong Xu (ICONIP (5), 2022)

Graph Neural Network with Self-attention and Multi-task Learning for Credit Default Risk Prediction. - Zihao Li 005; Xianzhi Wang 001; Lina Yao 001; Yakun Chen; Guandong Xu; Ee-Peng Lim (WISE, 2022)

Exploring the Effectiveness of Positional Embedding on Transformer-Based Architectures for Multivariate Time Series Classification. - Chao Yang 024; Yakun Chen; Zihao Li 005; Xianzhi Wang 001 (ADMA (1), 2023)

Exploiting Explicit and Implicit Item relationships for Session-based Recommendation. - Zihao Li 005; Xianzhi Wang 001; Chao Yang 024; Lina Yao 001; Julian J. McAuley; Guandong Xu (WSDM, 2023)

One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems. - Zuoli Tang; Zhaoxin Huan; Zihao Li 005; Xiaolu Zhang; Jun Hu; Chilin Fu; Jun Zhou 011; Chenliang Li (CoRR, 2023)

Efficient Sparse Attention needs Adaptive Token Release. - Chaoran Zhang; Lixin Zou; Dan Luo 004; Xiangyang Luo; Zihao Li 005; Min Tang; Chenliang Li (ACL (Findings), 2024)

Spectral and Geometric Spaces Representation Regularization for Multi-Modal Sequential Recommendation. - Zihao Li 005; Xuekong Xu; Zuoli Tang; Lixin Zou; Qian Wang 002; Chenliang Li (CIKM, 2024)

TEXT CAN BE FAIR: Mitigating Popularity Bias with PLMs by Learning Relative Preference. - Zuoli Tang; Zhaoxin Huan; Zihao Li 005; Shirui Hu; Xiaolu Zhang; Jun Zhou 011; Lixin Zou; Chenliang Li (CIKM, 2024)

Unified Visual Preference Learning for User Intent Understanding. - Yihua Wen; Si Chen 010; Yu Tian; Wanxian Guan; Pengjie Wang 002; Hongbo Deng; Jian Xu 015; Bo Zheng 007; Zihao Li 005; Lixin Zou; Chenliang Li (WSDM, 2024)

Exploring explicit and implicit graph learning for multivariate time series imputation. - Yakun Chen; Ruotong Hu; Zihao Li 005; Chao Yang 024; Xianzhi Wang 001; Guodong Long; Guandong Xu (Eng. Appl. Artif. Intell., 2024)

Disentangle interest trend and diversity for sequential recommendation. - Zihao Li 005; Yunfan Xie; Wei Emma Zhang; Pengfei Wang 009; Lixin Zou; Fei Li; Xiangyang Luo; Chenliang Li (Inf. Process. Manag., 2024)

DiffuRec: A Diffusion Model for Sequential Recommendation. - Zihao Li 005; Aixin Sun; Chenliang Li (ACM Trans. Inf. Syst., 2024)

Multi-view GCN for loan default risk prediction. - Zihao Li 005; Yakun Chen; Xianzhi Wang 001; Lina Yao 001; Guandong Xu (Neural Comput. Appl., 2024)

Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation. - Zihao Li 005; Xuekong Xu; Ziyao Chen; Lixin Zou; Ethanhjwu Ethanhjwu; Qiang Chen; Chenliang Li (ACL (Findings), 2025)

Reembedding and Reweighting are Needed for Tail Item Sequential Recommendation. - Zihao Li 005; Yakun Chen; Tong Zhang; Xianzhi Wang 001 (WWW, 2025)

Efficient and explainable sequential recommendation with language model. - Zihao Li 005; Lixin Zou; Chao Ma; Chenliang Li (Inf. Process. Manag., 2025)

Large Language Models are Few-shot Multivariate Time Series Classifiers. - Yakun Chen; Zihao Li 005; Chao Yang 024; Xianzhi Wang 001; Guandong Xu (CoRR, 2025)

Graph and Sequential Neural Networks in Session-based Recommendation: A Survey. - Zihao Li 005; Chao Yang 024; Yakun Chen; Xianzhi Wang 001; Hongxu Chen 002; Guandong Xu; Lina Yao 001; Michael Sheng 001 (ACM Comput. Surv., 2025)

Multi-Interest Recommendation: A Survey. - Zihao Li 005; Qiang Chen; Lixin Zou; Aixin Sun; Chenliang Li (CoRR, 2025)

Deep multimodal learning for time series analysis in social computing: a survey. - Chao Yang 024; Yakun Chen; Zihao Li 005; Xianzhi Wang 001; Kaize Shi; Lina Yao 001; Guandong Xu; Zhongwen Guo (Int. J. Multim. Inf. Retr., 2025)

Listwise Preference Alignment Optimization for Tail Item Recommendation. - Zihao Li 005; Chao Yang 024; Tong Zhang; Yakun Chen; Xianzhi Wang 001; Guandong Xu; Daoyi Dong (CoRR, 2025)

One Model for All: Large Language Models Are Domain-Agnostic Recommendation Systems. - Zuoli Tang; Zhaoxin Huan; Zihao Li 005; Xiaolu Zhang; Jun Hu; Chilin Fu; Jun Zhou 011; Lixin Zou; Chenliang Li (ACM Trans. Inf. Syst., 2025)