Jie Du

MS student, Fudan University

Joined

January 2024

Names

Jie Du (Preferred)

Emails

****@m.fudan.edu.cn (Confirmed)

Personal Links

Career & Education History

MS student

Fudan University (fudan.edu.cn)

2023 – 2026

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2026

Expertise

deep learning

,

equivariant graph neural network

,

drug discovery

2023 – 2026

Publications

Drug-ProGO: A Gene Ontology-Enhanced Contrastive Learning Framework for Drug Virtual Screening with Multi-modality Whole-Protein Input
Ao Shen, Mingzhi Yuan, Qiao Huang, Bin Feng, Jie Du, Yingfan MA, Manning Wang
- Submitted to ICLR 2026
- Readers: Everyone
GenDrugCLIP: A Generation-Augmented Framework for ContrastiveDrug-Target Representation Learning
Qiao Huang, Ao Shen, Bohan An, Jie Du, Manning Wang
- Submitted to ICLR 2026
- Readers: Everyone
Drug-few: A few-shot learning method for target-specific drug virtual screening with interaction-informed adaptation
Ao Shen, Qiao Huang, Mingzhi Yuan, Jie Du, Yingfan MA, Manning Wang
- Submitted to ICLR 2026
- Readers: Everyone
Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning
Ao Shen, Mingzhi Yuan, Yingfan MA, Jie Du, Qiao Huang, Manning Wang
- ICML 2025 poster
- Readers: Everyone
PPDock: Pocket Prediction-Based Protein-Ligand Blind Docking
Jie Du, Mingzhi Yuan, Ao Shen, Manning Wang
- J. Chem. Inf. Model. 2025
- Readers: Everyone
Complementary multi-modality molecular self-supervised learning via non-overlapping masking for property prediction
Ao Shen, Mingzhi Yuan, Yingfan Ma, Jie Du, Manning Wang
- Briefings Bioinform. 2024
- Readers: Everyone

Co-Authors