Mdm: Molecular diffusion model for 3d molecule generation L Huang, H Zhang, T Xu, KC Wong Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 5105-5112, 2023 | 36 | 2023 |
CoaDTI: multi-modal co-attention based framework for drug–target interaction annotation L Huang, J Lin, R Liu, Z Zheng, L Meng, X Chen, X Li, KC Wong Briefings in Bioinformatics 23 (6), bbac446, 2022 | 23 | 2022 |
Mini-review: Recent advances in post-translational modification site prediction based on deep learning L Meng, WS Chan, L Huang, L Liu, X Chen, W Zhang, F Wang, K Cheng, ... Computational and Structural Biotechnology Journal 20, 3522-3532, 2022 | 20 | 2022 |
EGFI: Drug-Drug Interaction Extraction and Generation with Fusion of Enriched Entity and Sentence Information L Huang, J Lin, X Li, L Song, KC Wong Briefings in Bioinformatics, 2021 | 18 | 2021 |
Enabling Single‐Cell Drug Response Annotations from Bulk RNA‐Seq Using SCAD Z Zheng, J Chen, X Chen, L Huang, W Xie, Q Lin, X Li, KC Wong Advanced Science 10 (11), 2204113, 2023 | 9 | 2023 |
High-throughput single-cell RNA-seq data imputation and characterization with surrogate-assisted automated deep learning X Li, S Li, L Huang, S Zhang, K Wong Briefings in Bioinformatics 23 (1), bbab368, 2022 | 9 | 2022 |
A dual diffusion model enables 3D binding bioactive molecule generation and lead optimization given target pockets L Huang, T Xu, Y Yu, P Zhao, KC Wong, H Zhang bioRxiv, 2023.01. 28.526011, 2023 | 8 | 2023 |
View analysis of personal information leakage and privacy protection in big data era—based on Q method L Huang, J Zhou, J Lin, S Deng Aslib Journal of Information Management 74 (5), 901-927, 2022 | 8 | 2022 |
SRG-vote: Predicting miRNA-gene relationships via embedding and LSTM ensemble W Xie, Z Zheng, W Zhang, L Huang, Q Lin, KC Wong IEEE Journal of Biomedical and Health Informatics 26 (8), 4335-4344, 2022 | 7 | 2022 |
GILoop: Robust chromatin loop calling across multiple sequencing depths on Hi-C data F Wang, T Gao, J Lin, Z Zheng, L Huang, M Toseef, X Li, KC Wong Iscience 25 (12), 2022 | 4 | 2022 |
A dual diffusion model enables 3D molecule generation and lead optimization based on target pockets L Huang, T Xu, Y Yu, P Zhao, X Chen, J Han, Z Xie, H Li, W Zhong, ... Nature Communications 15 (1), 2657, 2024 | 2 | 2024 |
Reliable Identification and Interpretation of Single‐Cell Molecular Heterogeneity and Transcriptional Regulation using Dynamic Ensemble Pruning Y Fan, Y Wang, F Wang, L Huang, Y Yang, KC Wong, X Li Advanced Science 10 (22), 2205442, 2023 | 2 | 2023 |
Towards better understanding with uniformity and explicit regularization of embeddings in embedding-based neural topic models W Shao, L Huang, S Liu, S Ma, L Song 2022 international joint conference on neural networks (IJCNN), 1-9, 2022 | 1 | 2022 |
Subclass-specific prognosis and treatment efficacy inference in head and neck squamous carcinoma Z Zheng, W Xie, X Chen, F Wang, L Huang, X Li, Q Lin, KC Wong IEEE Journal of Biomedical and Health Informatics 26 (8), 4303-4313, 2022 | 1 | 2022 |
DeepSeq2Drug: An Expandable Ensemble End-to-end Anti-viral Drug Repurposing Benchmark Framework by Multi-modal Embeddings and Transfer Learning W Xie, J Yu, L Huang, FL Shyuen, Z Zheng, X Chen, Y Wang, Z Liu, ... Computers in Biology and Medicine, 108487, 2024 | | 2024 |
Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data R Liu, ZA Huang, Y Hu, L Huang, KC Wong, KC Tan IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 | | 2024 |
A unified conditional diffusion framework for dual protein targets based bioactive molecule generation L Huang, Z Yuan, H Yan, R Sheng, L Liu, F Wang, W Xie, N Chen, ... IEEE Transactions on Artificial Intelligence, 2024 | | 2024 |
scGREAT: Transformer-Based Deep-Language Model for Gene Regulatory Network Inference from Single-Cell Transcriptomics Y Wang, X Chen, Z Zheng, L Huang, W Xie, F Wang, Z Zhang, KC Wong iScience, 2024 | | 2024 |
DiffDTM: A conditional structure-free framework for bioactive molecules generation targeted for dual proteins L Huang, Z Yuan, H Yan, R Sheng, L Liu, F Wang, W Xie, N Chen, ... arXiv preprint arXiv:2306.13957, 2023 | | 2023 |
Metric Learning Based Vision Transformer for Product Matching L Huang, W Shao, F Wang, W Xie, KC Wong Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021 | | 2021 |