no code implementations • 26 May 2024 • Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
Specifically, we develop a collaborative pipeline that combines SLs and LLMs via a confidence-driven decision-making mechanism, leveraging the strengths of SLs in clear-cut cases and LLMs in more complex scenarios.
1 code implementation • 18 May 2024 • Marianne Arriola, Weishen Pan, Manqi Zhou, Qiannan Zhang, Chang Su, Fei Wang
Joint analysis of multi-omic single-cell data across cohorts has significantly enhanced the comprehensive analysis of cellular processes.
1 code implementation • 22 Oct 2019 • Uchenna Akujuobi, Han Yufei, Qiannan Zhang, Xiangliang Zhang
In this work, we study semi-supervised multi-label node classification problem in attributed graphs.
1 code implementation • 22 Oct 2019 • Uchenna Akujuobi, Qiannan Zhang, Han Yufei, Xiangliang Zhang
We propose to explore the neighborhood in a reinforcement learning setting and find a walk path well-tuned for classifying the unlabelled target nodes.