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62262072

Funded outputs count: 12
Funder award ID: 62262072
OpenAlex ID: G8284041663
Out-of-distribution generalization on molecular graphs via causal-spurious subgraph decoupling and counterfactual generation
2026 · Junlong Hu, Hang Zhu, et al. · Expert Systems with Applications
Stochastic hypergraph co-contrastive learning for single-cell RNA-seq data imputation
2026 · Tong Zi, Yuxi Liu, et al. · Complex & Intelligent Systems
HIB-MSRL: Rethinking multi-scale representation learning: A hierarchical information bottleneck perspective
2026 · Bingbing Hu, Zefeng Wang, et al. · Expert Systems with Applications
AI alignment is all your need for future drug discovery
2025 · Chunyan Li · Frontiers in Artificial Intelligence · 2
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Geometry-aware lightweight convolutional network for efficient molecular property prediction
2025 · Huan Zhang, Guifei Zhou, et al. · Scientific Reports · 1
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Contrastive prior enhances the performance of Bayesian neural network-based molecular property prediction
2025 · Chaoyu Wen, Chunyan Li, et al. · Expert Systems with Applications
Adaptive symmetry-based adversarial perturbation augmentation for molecular graph representations with dual-fusion attention information
2025 · Shuting Jin, Xiangrong Liu, et al. · Information Fusion · 6
TrustworthyCPI: Trustworthy Compound–Protein Interaction Prediction
2025 · Chaoyu Wen, Li Cai, et al. · IEEE Transactions on Computational Biology and Bioinformatics
MT-EpiPred: Multitask Learning for Prediction of Small-Molecule Epigenetic Modulators
2023 · Ruihan Zhang, Xingran Xie, et al. · Journal of Chemical Information and Modeling · 8
Geometric deep learning for drug discovery
2023 · Mingquan Liu, Chunyan Li, et al. · Expert Systems with Applications · 97
LagNet: Deep Lagrangian Mechanics for Plug-and-Play Molecular Representation Learning
2023 · Chunyan Li, Junfeng Yao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 6
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MetaHMEI: meta-learning for prediction of few-shot histone modifying enzyme inhibitors
2023 · Qi Lu, Ruihan Zhang, et al. · Briefings in Bioinformatics · 11
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