Shunpan Liang

25 papers A 2Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-view contrastive representation learning on meta-path induced graphs with node features for bundle recommendation.
Neural Networks
Peng Zhang, Zhendong Niu, Ru Ma, Shunpan Liang, Fuzhi Zhang
2026 J jnl
Self-supervised session-based recommendation model based on global causal structure learning.
Int. J. Mach. Learn. Cybern.
Shunpan Liang, Xiaoxue Jin, Hengchen Xi
2026 J jnl
StructCare: Dynamic graph structure learning for enhancing context-aware healthcare.
Expert Syst. Appl.
Qizheng Sun, Xiang Li, Chuankun Duan, Chen Li, Shunpan Liang
2025 J jnl
CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning.
Knowl. Based Syst.
Shunpan Liang, Xiang Li, Shi Mu, Chen Li, Yu Lei, Yulei Hou, Tengfei Ma
2025 J jnl
Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation.
CoRR
Xiang Li, Haixu Ma, Guanyong Wu, Shi Mu, Chen Li, Shunpan Liang
2025 J jnl
Graphical contrastive learning for multi-interest sequential recommendation.
Expert Syst. Appl.
Shunpan Liang, Qianjin Kong, Yu Lei, Chen Li
2025 J jnl
Medication recommendation via dual molecular modalities and multi-step enhancement.
Expert Syst. Appl.
Shi Mu, Chen Li, Xiang Li, Shunpan Liang
2025 J jnl
SPECN:sequential patterns enhanced capsule network for sequential recommendation.
Appl. Intell.
Shunpan Liang, Zhizhong Zheng, Guozheng Zhang, Qianjin Kong
2024 A conf
CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State.
CIKM
Xiang Li, Shunpan Liang, Yu Lei, Chen Li, Yulei Hou, Dashun Zheng, Tengfei Ma
2024 J jnl
Dual-Granularity Medication Recommendation Based on Causal Inference.
CoRR
Shunpan Liang, Xiang Li, Shi Mu, Chen Li, Yu Lei, Yulei Hou, Tengfei Ma
2024 J jnl
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation.
CoRR
Shunpan Liang, Junjie Zhao, Chen Li, Yu Lei
2024 J jnl
Medication Recommendation via Dual Molecular Modalities and Multi-Substructure Distillation.
CoRR
Shi Mu, Shunpan Liang, Xiang Li
2024 J jnl
Relationship Discovery for Drug Recommendation.
CoRR
Xiang Li, Shunpan Liang, Yu Lei, Chen Li, Yulei Hou, Tengfei Ma
2024 J jnl
StratMed: Relevance stratification between biomedical entities for sparsity on medication recommendation.
Knowl. Based Syst.
Xiang Li, Shunpan Liang, Yulei Hou, Tengfei Ma
2023 — conf
I-RAFT: Optical Flow Estimation Model Based on Multi-scale Initialization Strategy.
ICONIP (14)
Shunpan Liang, Xirui Zhang, Yulei Hou
2023 J jnl
Online Causal Feature Selection for Streaming Features.
IEEE Trans. Neural Networks Learn. Syst.
Dianlong You, Ruiqi Li, Shunpan Liang, Miaomiao Sun, Xinju Ou, Fuyong Yuan, Limin Shen, Xindong Wu
2023 J jnl
PSO-NRS: an online group feature selection algorithm based on PSO multi-objective optimization.
Appl. Intell.
Shunpan Liang, Ze Liu, Dianlong You, Weiwei Pan, Junjie Zhao, Yefan Cao
2023 J jnl
Supervised Reinforcement Session Recommendation Model Based on Dual-Graph Convolution.
IEEE Access
Shunpan Liang, Guozheng Zhang, Wenhui Ren
2023 J jnl
Surgical Instrument Detection Algorithm Based on Improved YOLOv7x.
Sensors
Boping Ran, Bo Huang, Shunpan Liang, Yulei Hou
2022 J jnl
Online feature selection for multi-source streaming features.
Inf. Sci.
Dianlong You, Miaomiao Sun, Shunpan Liang, Ruiqi Li, Yang Wang, Jiawei Xiao, Fuyong Yuan, Limin Shen, Xindong Wu
2022 J jnl
Online multi-label stream feature selection based on neighborhood rough set with missing labels.
Pattern Anal. Appl.
Shunpan Liang, Ze Liu, Dianlong You, Weiwei Pan
2022 J jnl
Point-of-Interest Recommendation for Users-Businesses With Uncertain Check-ins.
IEEE Trans. Knowl. Data Eng.
Zhu Sun, Chen Li, Yu Lei, Lu Zhang, Jie Zhang, Shunpan Liang
2021 A conf
Spatial Reasoning and Context-Aware Attention Network for Skeleton-Based Action Recognition.
ICME
Dianlong You, Ling Wang, Da Han, Shunpan Liang, Hongyang Liu, Fuyong Yuan
2020 — conf
Online Markov Blanket Discovery With Streaming Features.
ICKG
Dianlong You, Ruiqi Li, Miaomiao Sun, Xinju Ou, Shunpan Liang, Fuyong Yuan
2016 — conf
Reconstructing Trust Matrix to Improve Prediction Accuracy and Solve Cold User Problem in Recommender Systems.
UMAP (Extended Proceedings)
Shunpan Liang, Lin Ma, Fuyong Yuan