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Mingzhi Yuan
Lecturer, Nanjing University of Information Science and Technology
Joined
October 2022
Names
Mingzhi Yuan
(Preferred)
,
Ming'zhi Yuan
Emails
****@fudan.edu.cn
(Confirmed)
Personal Links
Google Scholar
ORCID
Career & Education History
Lecturer
Nanjing University of Information Science and Technology
(nuist.edu.cn)
2025
–
2026
PhD student
Fudan University
(fudan.edu.cn)
2020
–
2025
Advisors, Relations & Conflicts
PhD Advisor
Manning Wang
2020
–
2025
Coworker
Qiao Qin
2020
–
2025
Coauthor
Kexue Fu
2020
–
2023
Expertise
AI4SCI
2023
–
2024
deep learning
2020
–
2024
Point cloud registration
2020
–
2023
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
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
MoleSG: A Multi-Modality Molecular Pre-training Framework by Joint Non-overlapping Masked Reconstruction of SMILES and Graph
Ao Shen
,
Ming'zhi Yuan
,
Yingfan MA
,
Manning Wang
ICLR 2024 Conference Withdrawn Submission
Readers:
Everyone
Co-Authors
Ao Shen
Bin Feng
Jie Du
Manning Wang
Qiao Huang
Yingfan MA