Lian Shen

PhD student, Xiamen University

Joined

May 2024

Names

Lian Shen (Preferred)

lian shen

Emails

****@stu.xmu.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Xiamen University (xmu.edu.cn)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Xiangrong Liu

2022 – Present

Expertise

Graph machine learning

2022 – Present

AI for Science

2022 – Present

bioinformatics

2022 – Present

Data-centric machine learning

2022 – Present

Publications

Grid-Based Evolutionary Algorithm for Multi-Objective Molecule Generation Enhanced by Reinforcement Learning
Meijia Song, Lian Shen, Ziyun Zou, Yinghui Jiang, Jia heming, Juan Liu, Xiangrong Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Surface-based multimodal protein–ligand binding affinity prediction
Shiyu Xu, Lian Shen, Menglong Zhang, Chang Zhi Jiang, Xinyi Zhang, Yanni Xu, Juan Liu, Xiangrong Liu
- OpenReview Archive Direct Upload
- Readers: Everyone
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, Zhangming Niu, Yinhui Jiang
- Inf. Fusion 2025
- Readers: Everyone
LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views
Ziyun Zou, Yinghui Jiang, Lian Shen, Juan Liu, Xiangrong Liu
- AAAI 2025
- Readers: Everyone
RETAIN: Reliable Topology Augmentation for both Heterophilic and Homophilic Graphs
Ziyun Zou, Lian Shen, Yanhao Li, Yifan Lu, Juan Liu, Xiangrong Liu
- ICASSP 2025
- Readers: Everyone
PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System
Donghang Wu, Lian Shen, Changzhi Jiang, Yanhao Li, Xiangrong Liu
- ECML/PKDD (2) 2025
- Readers: Everyone
A heterogeneous graph neural network with automatic discovery of effective metapaths for drug-target interaction prediction
Menglong Zhang, Yue Hong, Lian Shen, Shiyu Xu, Yanni Xu, Xinyi Zhang, Juan Liu, Xiangrong Liu
- Future Gener. Comput. Syst. 2024
- Readers: Everyone

Lian Shen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Grid-Based Evolutionary Algorithm for Multi-Objective Molecule Generation Enhanced by Reinforcement Learning

Surface-based multimodal protein–ligand binding affinity prediction

Adaptive symmetry-based adversarial perturbation augmentation for molecular graph representations with dual-fusion attention information

LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views

RETAIN: Reliable Topology Augmentation for both Heterophilic and Homophilic Graphs

PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System

A heterogeneous graph neural network with automatic discovery of effective metapaths for drug-target interaction prediction

Co-Authors