Wanli Qiao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Protein Structure Prediction

Laplacian Eigenmaps

Energy Landscape

Theoretical Justification

Top Venues

SIAM J. Math. Data Sci.

Publications

Ery Arias-Castro, Wanli Qiao
Moving Up the Cluster Tree with the Gradient Flow. SIAM J. Math. Data Sci. 5 (2) (2023)
Ery Arias-Castro, Wanli Qiao
Embedding Functional Data: Multidimensional Scaling and Manifold Learning. CoRR (2022)
Wanli Qiao, Wolfgang Polonik
Algorithms for ridge estimation with convergence guarantees. CoRR (2021)
Ery Arias-Castro, Wanli Qiao
An Asymptotic Equivalence between the Mean-Shift Algorithm and the Cluster Tree. CoRR (2021)
Wanli Qiao, Amarda Shehu
Space Partitioning and Regression Mode Seeking via a Mean-Shift-Inspired Algorithm. CoRR (2021)
Jing Lei, Nasrin Akhter, Wanli Qiao, Amarda Shehu
Reconstruction and Decomposition of High-Dimensional Landscapes via Unsupervised Learning. KDD (2020)
Nasrin Akhter, Jing Lei, Wanli Qiao, Amarda Shehu
Reconstructing and Decomposing Protein Energy Landscapes to Organize Structure Spaces and Reveal Biologically-active States. BIBM (2018)
Nasrin Akhter, Wanli Qiao, Amarda Shehu
An Energy Landscape Treatment of Decoy Selection in Template-Free Protein Structure Prediction. Comput. 6 (2) (2018)
Wanli Qiao, Tatiana Maximova, Xiaowen Fang, Erion Plaku, Amarda Shehu
Reconstructing and mining protein energy landscape to understand disease. BIBM (2017)
Wanli Qiao, Tatiana Maximova, Erion Plaku, Amarda Shehu
Statistical Analysis of Computed Energy Landscapes to Understand Dysfunction in Pathogenic Protein Variants. BCB (2017)