activity
20232026
most citedpLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

2 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2026

Differentially Private Non-convex Distributionally Robust Optimization

Difei Xu, Meng Ding, Zebin Ma +4

Real-world deployments routinely face distribution shifts, group imbalances, and adversarial perturbations, under which the traditional Empirical Risk Minimization (ERM) framework…

cs.AI2025

ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications

Changwen Xing, SamZaak Wong, Xinlai Wan +9

While Large Language Models (LLMs) demonstrate immense potential for automating integrated circuit (IC) development, their practical deployment is fundamentally limited by restrict…

q-bio.QM2023★ 2 cited

pLMFPPred: a novel approach for accurate prediction of functional peptides integrating embedding from pre-trained protein language model and imbalanced learning

Zebin Ma, Yonglin Zou, Xiaobin Huang +5

Functional peptides have the potential to treat a variety of diseases. Their good therapeutic efficacy and low toxicity make them ideal therapeutic agents. Artificial intelligence-…