182 citations · 247 across the 5 of their papers we have counts for
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cs.LG2026★ 1 cited
PepBenchmark: A Standardized Benchmark for Peptide Machine Learning
Jiahui Zhang, Rouyi Wang, Kuangqi Zhou +4
Peptide therapeutics are widely regarded as the "third generation" of drugs, yet progress in peptide Machine Learning (ML) are hindered by the absence of standardized benchmarks. H…
cs.LG2025
MIPS: a Multimodal Infinite Polymer Sequence Pre-training Framework for Polymer Property Prediction
Jiaxi Wang, Yaosen Min, Xun Zhu +2
Polymers, composed of repeating structural units called monomers, are fundamental materials in daily life and industry. Accurate property prediction for polymers is essential for t…
cs.LG2020★ 182 cited
Multi-view Graph Contrastive Representation Learning for Drug-Drug Interaction Prediction
Yingheng Wang, Yaosen Min, Xin Chen +1
Drug-drug interaction(DDI) prediction is an important task in the medical health machine learning community. This study presents a new method, multi-view graph contrastive represen…