3 papers
cs.LG2026
BioArc: Discovering Optimal Neural Architectures for Biological Foundation Models
Yi Fang, Haoran Xu, Jiaxin Han +4
Foundation models have revolutionized various fields such as natural language processing (NLP) and computer vision (CV). While efforts have been made to transfer the success of the…
eess.SY2025
Distributed Resource Allocation for Human-Autonomy Teaming under Coupled Constraints
Yichen Yao, Ryan Mbagna Nanko, Yue Wang +1
This paper studies the optimal resource allocation problem within a multi-agent network composed of both autonomous agents and humans. The main challenge lies in the globally coupl…
cs.LG2024
Gene Regulatory Network Inference from Pre-trained Single-Cell Transcriptomics Transformer with Joint Graph Learning
Sindhura Kommu, Yizhi Wang, Yue Wang +1
Inferring gene regulatory networks (GRNs) from single-cell RNA sequencing (scRNA-seq) data is a complex challenge that requires capturing the intricate relationships between genes…