Invited Talks

2024

A Novel Particle Picking Pipeline for Cryo-EM Using Semantic Segmentation and Conditional Random Field

Exploring the Conformational Landscape of Cryo-EM Using Energy-Aware Pathfinding Algorithm

2023

Exploring the Conformational Landscape of Cryo-EM Using Energy-Aware Pathfinding Algorithm

Exploring the conformational landscape of cryo-EM using a density-aware path-finding algorithm

A new framework for cryo-EM 3D structure orientation estimation

2022

A framework for orientation recovery with uncertainty measure with the application in cryo-EM image analysis

Contrastive and self-supervise learning for Cryo-EM image analysis

Cryo-RALIB: A Modular Library for Accelerating Alignment in Cryo-EM

Contrastive modeling for Cryo-EM 3D orientation estimations

2021

Robust and rapid statistical learning method for Cryo-EM 3D conformation analysis

A Rapid and Robust Network-Based Approach to Reveal the 3D Discrete Conformations of Protein Using Cryo-EM

Cryo-RALIB: A Modular Library for Accelerating Alignment in Cryo-EM

Discovering the Dynamics - Grouping 3D Structure Conformations Using Network Analysis on 2D Cryogenic Electron Microscopy (Cryo-EM) Projection Images

Grouping 3D Structure conformations using network analysis on 2D Cryogenic Electron Microscopy (Cryo-EM) Projection Images

Introduction to 3D conformation analysis - Eigen-analysis, 3DVA and AlphaCryo4D

Introduction to cryo-EM image processing - ASCEP and network conformation analysis

Toward computational conformation analysis of protein structure using Cryogenic Electron Microscopy (Cryo-EM)

2020

Dimension reduction and clustering method for noisy high-dimensional images and application to Cryogenic Electron Microscopy

Two-stage dimension reduction method and application to Cryogenic Electron Microscopy

Accelerated Cryo-EM Workflow

2019

ASCEP - A Speedy and robust Cryo-EM processing Platform

2018

A Dimension Reduction Method For Cryo-EM Image Processing

Scalable Video Analysis Framework