Mengying Sun

Joined

October 2017

Names

Mengying Sun

Emails

****@msu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Michigan State University (msu.edu)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Graph Neural Networks

2016 – Present

Drug Discovery

2016 – Present

Multi-task Learning

2016 – Present

Robustness

2016 – Present

Publications

MolSearch: Search-based Multi-objective Molecular Generation and Property Optimization
Mengying Sun, Jing Xing, Han Meng, Huijun Wang, Bin Chen, Jiayu Zhou
- 2022 (modified: 24 Jan 2023)
- KDD 2022
- Readers: Everyone
MoCL: Contrastive Learning on Molecular Graphs with Multi-level Domain Knowledge
Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou
- 2021 (modified: 24 Jan 2023)
- CoRR 2021
- Readers: Everyone
MoCL: Data-driven Molecular Fingerprint via Knowledge-aware Contrastive Learning from Molecular Graph
Mengying Sun, Jing Xing, Huijun Wang, Bin Chen, Jiayu Zhou
- 2021 (modified: 24 Jan 2023)
- KDD 2021
- Readers: Everyone
Learning Deep Neural Networks under Agnostic Corrupted Supervision
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
- 2021 (modified: 24 Jan 2023)
- CoRR 2021
- Readers: Everyone
Learning Deep Neural Networks under Agnostic Corrupted Supervision
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
- 2021 (modified: 24 Jan 2023)
- ICML 2021
- Readers: Everyone
Provable Robust Learning for Deep Neural Networks under Agnostic Corrupted Supervision
Boyang Liu, Mengying Sun, Ding Wang, Pang-Ning Tan, Jiayu Zhou
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Robust Collaborative Learning with Noisy Labels
Mengying Sun, Jing Xing, Bin Chen, Jiayu Zhou
- 2020 (modified: 24 Jan 2023)
- ICDM 2020
- Readers: Everyone
Graph convolutional networks for computational drug development and discovery
Mengying Sun, Sendong Zhao, Coryandar Gilvary, Olivier Elemento, Jiayu Zhou, Fei Wang
- 2020 (modified: 24 Jan 2023)
- Briefings Bioinform. 2020
- Readers: Everyone
Subspace Network: Deep Multi-Task Censored Regression for Modeling Neurodegenerative Diseases
Mengying Sun, Inci M. Baytas, Liang Zhan, Zhangyang Wang, Jiayu Zhou
- 2018 (modified: 16 Jul 2019)
- KDD 2018
- Readers: Everyone
Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models
Mengying Sun, Fengyi Tang, Jinfeng Yi, Fei Wang, Jiayu Zhou
- 2018 (modified: 12 Nov 2022)
- KDD 2018
- Readers: Everyone

View all 11 publications

Co-Authors