Task-Guided Context-Path Embedding in Temporal Heterogeneous Networks. - Qian Hu; Fan Lin; Beizhan Wang; Chunyan Li 002 (IEEE Access, 2020)

Learning EEG topographical representation for classification via convolutional neural network. - Meiyan Xu; Junfeng Yao; Zhihong Zhang 001; Rui Li; Baorong Yang; Chunyan Li 002; Jun Li; Junsong Zhang (Pattern Recognit., 2020)

A spatial-temporal gated attention module for molecular property prediction based on molecular geometry. - Chunyan Li 002; Jianmin Wang 016; Zhangming Niu; Junfeng Yao; Xiangxiang Zeng (Briefings Bioinform., 2021)

De novo generation of dual-target ligands using adversarial training and reinforcement learning. - Fengqing Lu; Mufei Li; Xiaoping Min; Chunyan Li 002; Xiangxiang Zeng (Briefings Bioinform., 2021)

A Novel Molecular Representation Learning for Molecular Property Prediction with a Multiple SMILES-Based Augmentation. - Chunyan Li 002; Jihua Feng; Shihu Liu; Junfeng Yao (Comput. Intell. Neurosci., 2022)

MBRep: Motif-based representation learning in heterogeneous networks. - Qian Hu; Fan Lin; Beizhan Wang; Chunyan Li 002 (Expert Syst. Appl., 2022)

3DMol-Net: Learn 3D Molecular Representation Using Adaptive Graph Convolutional Network Based on Rotation Invariance. - Chunyan Li 002; Wei Wei 006; Jin Li 007; Junfeng Yao; Xiangxiang Zeng; Zhihan Lv (IEEE J. Biomed. Health Informatics, 2022)

LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning. - Chunyan Li 002; Junfeng Yao; Jinsong Su; Zhaoyang Liu 002; Xiangxiang Zeng; Chenxi Huang (AAAI, 2023)

Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment. - Jia Song; Wanru Zhuang; Yujie Lin; Liang Zhang; Chunyan Li 002; Jinsong Su; Song He; Xiaochen Bo (BIBM, 2024)

Instruction Multi-Constraint Molecular Generation Using a Teacher-Student Large Language Model. - Peng Zhou 011; Jianmin Wang 016; Chunyan Li 002; Zixu Wang; Yiping Liu; Siqi Sun; Jianxin Lin; Longyue Wang; Xiangxiang Zeng (CoRR, 2024)

Geometric deep learning for drug discovery. - Mingquan Liu; Chunyan Li 002; Ruizhe Chen; Dongsheng Cao 001; Xiangxiang Zeng (Expert Syst. Appl., 2024)

BBM: A novel beta-binomial-distribution-based biclustering algorithm for mining m6A co-methylation patterns. - Zhaoyang Liu 002; Yuteng Xiao; Honglei Wang; Chunyan Li 002; Hongsheng Yin 001 (Expert Syst. Appl., 2024)

A review of IoT applications in healthcare. - Chunyan Li 002; Jiaji Wang; Shuihua Wang; Yudong Zhang 001 (Neurocomputing, 2024)

Geometry-Based Molecular Generation With Deep Constrained Variational Autoencoder. - Chunyan Li 002; Junfeng Yao; Wei Wei 006; Zhangming Niu; Xiangxiang Zeng; Jin Li 007; Jianmin Wang 016 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Interface-aware molecular generative framework for protein-protein interaction modulators. - Jianmin Wang 016; Jiashun Mao; Chunyan Li 002; Hongxin Xiang; Xun Wang 010; Shuang Wang; Zixu Wang; Yangyang Chen 006; Yuquan Li; Kyoung Tai No; Tao Song 001; Xiangxiang Zeng (J. Cheminformatics, 2024)

Pretraining graph transformer for molecular representation with fusion of multimodal information. - Ruizhe Chen; Chunyan Li 002; Longyue Wang; Mingquan Liu; Shugao Chen; Jiahao Yang; Xiangxiang Zeng (Inf. Fusion, 2025)

Adaptive symmetry-based adversarial perturbation augmentation for molecular graph representations with dual-fusion attention information. - Shuting Jin; Xiangrong Liu; Junlin Xu; Sisi Yuan; Hongxing Xiang; Lian Shen; Chunyan Li 002; Zhangming Niu; Yinhui Jiang (Inf. Fusion, 2025)