Reconstructing Trust Matrix to Improve Prediction Accuracy and Solve Cold User Problem in Recommender Systems. - Shunpan Liang; Lin Ma; Fuyong Yuan (UMAP (Extended Proceedings), 2016)

Online Markov Blanket Discovery With Streaming Features. - Dianlong You; Ruiqi Li; Miaomiao Sun; Xinju Ou; Shunpan Liang; Fuyong Yuan (ICKG, 2020)

Spatial Reasoning and Context-Aware Attention Network for Skeleton-Based Action Recognition. - Dianlong You; Ling Wang; Da Han; Shunpan Liang; Hongyang Liu; Fuyong Yuan (ICME, 2021)

Online feature selection for multi-source streaming features. - Dianlong You; Miaomiao Sun; Shunpan Liang; Ruiqi Li; Yang Wang 164; Jiawei Xiao; Fuyong Yuan; Limin Shen; Xindong Wu 001 (Inf. Sci., 2022)

Online multi-label stream feature selection based on neighborhood rough set with missing labels. - Shunpan Liang; Ze Liu; Dianlong You; Weiwei Pan (Pattern Anal. Appl., 2022)

Point-of-Interest Recommendation for Users-Businesses With Uncertain Check-ins. - Zhu Sun 001; Chen Li 047; Yu Lei; Lu Zhang 063; Jie Zhang 002; Shunpan Liang (IEEE Trans. Knowl. Data Eng., 2022)

I-RAFT: Optical Flow Estimation Model Based on Multi-scale Initialization Strategy. - Shunpan Liang; Xirui Zhang; Yulei Hou (ICONIP (14), 2023)

Supervised Reinforcement Session Recommendation Model Based on Dual-Graph Convolution. - Shunpan Liang; Guozheng Zhang; Wenhui Ren (IEEE Access, 2023)

Surgical Instrument Detection Algorithm Based on Improved YOLOv7x. - Boping Ran; Bo Huang; Shunpan Liang; Yulei Hou (Sensors, 2023)

Online Causal Feature Selection for Streaming Features. - Dianlong You; Ruiqi Li; Shunpan Liang; Miaomiao Sun; Xinju Ou; Fuyong Yuan; Limin Shen; Xindong Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

PSO-NRS: an online group feature selection algorithm based on PSO multi-objective optimization. - Shunpan Liang; Ze Liu; Dianlong You; Weiwei Pan; Junjie Zhao; Yefan Cao (Appl. Intell., 2023)

CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State. - Xiang Li 112; Shunpan Liang; Yu Lei; Chen Li 047; Yulei Hou; Dashun Zheng; Tengfei Ma (CIKM, 2024)

Dual-Granularity Medication Recommendation Based on Causal Inference. - Shunpan Liang; Xiang Li 112; Shi Mu; Chen Li 047; Yu Lei; Yulei Hou; Tengfei Ma (CoRR, 2024)

Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation. - Shunpan Liang; Junjie Zhao; Chen Li; Yu Lei (CoRR, 2024)

Relationship Discovery for Drug Recommendation. - Xiang Li 112; Shunpan Liang; Yu Lei; Chen Li 047; Yulei Hou; Tengfei Ma (CoRR, 2024)

Medication Recommendation via Dual Molecular Modalities and Multi-Substructure Distillation. - Shi Mu; Shunpan Liang; Xiang Li (CoRR, 2024)

StratMed: Relevance stratification between biomedical entities for sparsity on medication recommendation. - Xiang Li 112; Shunpan Liang; Yulei Hou; Tengfei Ma (Knowl. Based Syst., 2024)

Graphical contrastive learning for multi-interest sequential recommendation. - Shunpan Liang; Qianjin Kong; Yu Lei; Chen Li 047 (Expert Syst. Appl., 2025)

Medication recommendation via dual molecular modalities and multi-step enhancement. - Shi Mu; Chen Li 047; Xiang Li 112; Shunpan Liang (Expert Syst. Appl., 2025)

CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning. - Shunpan Liang; Xiang Li 112; Shi Mu; Chen Li 047; Yu Lei; Yulei Hou; Tengfei Ma (Knowl. Based Syst., 2025)

SPECN:sequential patterns enhanced capsule network for sequential recommendation. - Shunpan Liang; Zhizhong Zheng; Guozheng Zhang; Qianjin Kong (Appl. Intell., 2025)

Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation. - Xiang Li; Haixu Ma; Guanyong Wu; Shi Mu; Chen Li; Shunpan Liang (CoRR, 2025)