Shuman Peng

According to our database, Shuman Peng authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Informed Augmentation Selection Improves Tabular Contrastive Learning.

Arash Khoeini, Shuman Peng, Martin Ester

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2025

2024

Improving OOD Generalization of Pre-trained Encoders via Aligned Embedding-Space Ensembles.

Shuman Peng, Arash Khoeini, Sharan Vaswani, Martin Ester

CoRR, 2024

2020

Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification.

Shuman Peng, Weilian Song, Martin Ester

CoRR, 2020

AITL: Adversarial Inductive Transfer Learning with input and output space adaptation for pharmacogenomics.

Hossein Sharifi-Noghabi, Shuman Peng, Olga I. Zolotareva, Colin C. Collins, Martin Ester

Bioinform., 2020