Publications

2026 (#1)

Journal

• [JBHI] MEDL-DDI: Example-Driven Learning With Multi-Source Features for Predicting Drug-Drug Interaction.
  Haixue Zhao, Yunjiong Liu, Peiliang Zhang, Xiaoping Min, Ming Wang, Chao Che*
  In IEEE Journal of Biomedical and Health Informatics, 2026.
  (CCF C类期刊, JCR Q1, 中科院SCI 2区, IF 6.8)

2025 (#12)

Journal

• [Information Fusion] Multi-Category Fusion Contrastive Learning with Core Data Selection for robust RGB image-based dental caries classification.
  Peiliang Zhang, Yaru Chen, Yunjiong Liu, Chao Che*, Yongjun Zhu
  In Information Fusion, 2025: 103390.
  (JCR Q1, 中科院SCI 1区, TOP期刊, IF 15.5)
• [ESWA] A structure-aware routing based anomaly detection for industrial multi-sensor time series.
  Qixuan Zhao, Jingling Yuan*, Peiliang Zhang, Xin Zhang, Jianquan Liu, Lin Li
  In Engineering Applications of Artificial Intelligence, 2025, 162: 112765.
  (CCF C类期刊, JCR Q1, 中科院SCI 1区, IF 8.0)
• [AO] CPI-MIF: Compound–Protein Interaction Prediction with Multi-view Information Fusion.
  Yunuo Zhang, Bozhu Wen, Yaru Li, Yunjiong Liu, Peilliang Zhang, Bo Jin, Chao Che*
  In ACS Omega, 2025, 10(28): 30155-30166.
  (JCR Q2, 中科院SCI 3区, IF 3.7)
• [ESWA] MGTNSyn: Molecular Structure-Aware Graph Transformer Network with Relational Attention for Drug Synergy Prediction.
  Yunjiong Liu, Peilliang Zhang, Dongyang Li, Chao Che*, Bo Jin.
  In Expert Systems With Applications, 2025, 282: 127699.
  (CCF C类期刊, JCR Q1, 中科院SCI 1区, TOP期刊, IF 7.5)
• [TACL] Active Knowledge Structuring for Large Language Models in Materials Science Text Mining.
  Xin Zhang, Jingling Yuan*, Peiliang Zhang, Jia Liu, Lin Li.
  In Transactions of the Association for Computational Linguistics, 2025, 13: 1186-1203.
  (CCF B类期刊, JCR Q1, 中科院SCI 2区, IF 4.2)
• [JEM] Unlocking Green Potential: How Open Government Data Enhances Green Economic Efficiency in China?
  Lijuan Lv, Peiliang Zhang*. (Corresponding Author)
  In Journal of Environmental Management, 2025, 380: 125043.
  (JCR Q1, 中科院SCI 2区, TOP期刊, IF 8.0)
• [TCE] AGFF: Attention-Gated Feature Fusion for Multi-Pose Virtual Try-On.
  Chenghu Du, Peiliang Zhang, Junyin Wang, Shengwu Xiong*.
  In IEEE Transactions on Consumer Electronics, 2025.
  (JCR Q1, 中科院SCI 2区, IF 4.3)

Conference

• [IJCAI] Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning.
  Peiliang Zhang, Jingling Yuan*, Chao Che, Yongjun Zhu, Lin Li.
  In the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025: 7931-7939.
  (CCF-A)
• [ICMR] Core Inter-Category Contrastive Learning for Enhancing Robustness of Caries Classification.
  Peiliang Zhang, Yaru Chen, Yunjiong Liu, Chao Che*, Yongjun Zhu.
  In the 15th ACM International Conference on Multimedia Retrieval (ICMR), 2025: 2108-2112.
  (CCF-B)
• [AAAI] Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles.
  Xin Zhang, Peiliang Zhang, Jingling Yuan*, Lin Li.
  In the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025: 1129-1137.
  (CCF-A)
• [CVPR] Audio-Visual Instance Segmentation.
  Ruohao Guo, Xianghua Ying, Yaru Chen, Dantong Niu, Guangyao Li, Liao Qu, Yanyu Qi, Jinxing Zhou, Bowei Xing, Wenzhen Yue, Ji Shi, Qixun Wang, Peiliang Zhang, Buwen Liang.
  In the 42nd IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025: 13550-13560.
  (CCF-A)
• [ICMR] TeMTG: Text-Enhanced Multi-Hop Temporal Graph Modeling for Audio-Visual Video Parsing.
  Yaru Chen*, Peiliang Zhang, Fei Li, Faegheh Sardari, Ruohao Guo, Zhenbo Li, Wenwu Wang.
  In the 15th ACM International Conference on Multimedia Retrieval (ICMR), 2025: 1978-1982.
  (CCF-B)

2024 (#8)

Journal

• [EDS] Green Location-Oriented Policies and Their Effect on Carbon Abatement Costs: Evidence from China's Eco-Industrial Demonstration Parks.
  Lijuan Lv, Peiliang Zhang*. (Corresponding Author)
  In Environment, Development and Sustainability, 2024.
  (JCR Q2, 中科院SCI 3区, IF 4.7)
• [JCIM] SDDSynergy: Learning Important Molecular Substructures for Explainable Anti-Cancer Drug Synergy Prediction.
  Yunjiong Liu, Peiliang Zhang, Chao Che*, Ziqi Wei.
  In Journal of Chemical Information and Modeling, 2024, 64(24): 9551-9562.
  (JCR Q1, 中科院SCI 2区, TOP期刊, IF 5.6)
• [CTEP] How can green industry policy facilitate carbon emissions reduction? Evidence from China's National Eco-Industrial Demonstration Parks.
  Lijuan Lv, Peiliang Zhang*. (Corresponding Author)
  In Clean Technologies and Environmental Policy, 2024, 26: 4273-4288.
  (JCR Q2, 中科院SCI 4区, IF 4.3)
• [IP&M] Legal Judgment Prediction via Graph Boosting with Constraints.
  Suxing Tong, Jingling Yuan*, Peiliang Zhang, Lin Li.
  In Information Processing and Management, 2024, 61(3): 103663.
  (CCF B类期刊, JCR Q1, 中科院SCI 1区, TOP期刊, IF 8.6)
• [ESWA] NCH-DDA: Neighborhood Contrastive Learning Heterogeneous Network for Drug-Disease Association Prediction.
  Peiliang Zhang, Chao Che*, Bo Jin, Jingling Yuan, Ruixin Li, Yongjun Zhu.
  In Expert Systems with Application, 2024, 238: 121855.
  (CCF C类期刊, JCR Q1, 中科院SCI 1区, TOP期刊, IF 8.5)

Conference

• [KDD-AIDSH] JSCDS: A Core Data Selection Method with Jason-Shannon Divergence for Caries RGB Images-Efficient Learning.
  Peiliang Zhang#, Yujia Tong#, Chenghu Du, Chao Che*, Yongjun Zhu.
  In the ACM SIGKDD Conference on Knowledge Discovery and Data Mining workshops on Artificial Intelligence and Data Science for Healthcare: Bridging Data-Centric AI and People-Centric Healthcare (KDD-AIDSH), 2024.
  
• [DASFAA] Key Substructure Learning with Chemical Intuition for Material Property Prediction.
  Peiliang Zhang, Jingling Yuan*, Lin Li, Wen Luo, Jiwei Hu, Xin Li.
  In the 29th International Conference on Database Systems for Advanced Applications (DASFAA), 2024: 87-103.
  (CCF B类会议)
• [ICCNC] LCPTCN: Lightweight Temporal Convolutional Network with Cross-Group Pruning for Dynamic Load Forecasting.
  Yang Chen, Peiliang Zhang*, Tong Wu, Jiwei Hu, Xin Zhang, Yi Liu. (Corresponding Author)
  In the International Conference on Cloud and Network Computing (ICCNC), 2024: 87-93.
  

2023 (#4)

Journal

• [IS] IEA-GNN: Anchor-aware Graph Neural Network Fused with Information Entropy for Node Classification and Link Prediction.
  Peiliang Zhang, Jiatao Chen, Chao Che*, Liang Zhang, Bo Jin, Yongjun Zhu.
  In Information Sciences, 2023, 634: 665-676.
  (CCF B类期刊, JCR Q1, 中科院SCI 1区, TOP期刊, IF 8.1)
• [EAAI] CariesFG: A Fine-grained RGB Image Classification Method for Dental Caries Incorporating Attention Mechanism and Discriminative Features.
  Hao Jiang, Peiliang Zhang, Chao Che*, Bo Jin, Yongjun Zhu.
  In Engineering Applications of Artificial Intelligence (EAAI), 2023, 123: 106306.
  (CCF C类期刊, JCR Q1, 中科院SCI 2区, TOP期刊, IF 8.0)
• B-LBConA: A Medical Entity Disambiguation Model based on Bio-LinkBERT and Context-Aware Mechanism.
  Siyu Yang, Peiliang Zhang, Chao Che, Zhaoqian Zhong*.
  In BMC Bioinformatics, 2023, 24(1): 1-18.
  (CCF C类期刊, JCR Q2, 中科院SCI 4区, IF 3.0)

Conference

• [BIBM] KSGTN-DDI: Key Substructure-aware Graph Transformer Network for Drug-Drug Interaction Prediction.
  Peiliang Zhang, Yuanjie Liu, Zhishu Shen*.
  In the International Conference on Bioinformatics and Biomedicine (BIBM), 2023: 974-977.
  (CCF B类会议)

2022 (#2)

Journal

• [CIBM] DeepMGT-DTI: Transformer Network Incorporating Multilayer Graph Information for Drug-Target Interaction Prediction.
  Peiliang Zhang, Ziqi Wei, Chao Che*, Bo Jin.
  In Computers in Biology and Medicine (CIBM), 2022, 142: 105214.
  (JCR Q1, 中科院SCI 2区, TOP期刊, IF 7.7)

Conference

• [CHIP] A Biomedical Named Entity Recognition Framework with Multi-Granularity Prompt Tuning.
  Zhuoya Liu, Tang Chi, Peiliang Zhang, Xiaoting Wu, Chao Che*.
  In the 8th China Health Information Processing Conference (CHIP), 2022: 95-105.
  

2021 (#2)

Journal

• Constrained Transformer Network for ECG Signal Processing and Arrhythmia Classification.
  Chao Che*, Peiliang Zhang, Min Zhu, Yue Qu, Bo Jin. (导师一作、本人二作)
  In BMC Medical Informatics and Decision Making, 2021, 21(1): 1-13.
  (JCR Q2, 中科院SCI 3区, IF 3.5)
• RDFNet: A Fast Caries Detection Method Incorporating Transformer Mechanism.
  Hao Jiang, Peiliang Zhang, Chao Che*, Bo Jin.
  In Computational and Mathematical Methods in Medicine, 2021: 9773917.
  (JCR Q2, 中科院SCI 4区, IF 2.809)