Qianwen Wang

Qianwen Wang

Harvard University

H-index: 14

North America-United States

About Qianwen Wang

Qianwen Wang, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Data Visualization, Explainable Machine Learning, Biomedical AI, Human-Computer Interaction.

His recent articles reflect a diverse array of research interests and contributions to the field:

Zero-shot drug repurposing with geometric deep learning and clinician centered design

Beyond generating code: Evaluating gpt on a data visualization course

Enabling Multimodal User Interactions for Genomics Visualization Creation

The Role of Visualization in Genomics Data Analysis Workflows: The Interviews

DRAVA: Aligning human concepts with machine learning latent dimensions for the visual exploration of small multiples

Improving the Utility and Usability of Visualization in AI-driven Scientific Discovery

Extending the nested model for user-centric XAI: A design study on GNN-based drug repurposing

GenoREC: a recommendation system for interactive genomics data visualization

Qianwen Wang Information

University

Position

Postdoc, Harvard Medical School

Citations(all)

664

Citations(since 2020)

663

Cited By

117

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Qianwen Wang Skills & Research Interests

Data Visualization

Explainable Machine Learning

Biomedical AI

Human-Computer Interaction

Top articles of Qianwen Wang

Title

Journal

Author(s)

Publication Date

Zero-shot drug repurposing with geometric deep learning and clinician centered design

medRxiv

Kexin Huang

Payal Chandak

Qianwen Wang

Shreyas Havaldar

Akhil Vaid

...

2023/3/20

Beyond generating code: Evaluating gpt on a data visualization course

Zhutian Chen

Chenyang Zhang

Qianwen Wang

Jakob Troidl

Simon Warchol

...

2023/10/22

Enabling Multimodal User Interactions for Genomics Visualization Creation

Qianwen Wang

Xiao Liu

Man Qing Liang

Sehi L’Yi

Nils Gehlenborg

2023/10/21

The Role of Visualization in Genomics Data Analysis Workflows: The Interviews

Sehi L’Yi

Qianwen Wang

Nils Gehlenborg

2023/10/21

DRAVA: Aligning human concepts with machine learning latent dimensions for the visual exploration of small multiples

Qianwen Wang

Sehi L'Yi

Nils Gehlenborg

2023/4/19

Improving the Utility and Usability of Visualization in AI-driven Scientific Discovery

Qianwen Wang

Sehi L'Yi

Nils Gehlenborg

2022/1

Extending the nested model for user-centric XAI: A design study on GNN-based drug repurposing

Qianwen Wang

Kexin Huang

Payal Chandak

Marinka Zitnik

Nils Gehlenborg

2022/10/12

GenoREC: a recommendation system for interactive genomics data visualization

IEEE transactions on visualization and computer graphics

Aditeya Pandey

Sehi L'Yi

Qianwen Wang

Michelle A Borkin

Nils Gehlenborg

2022/10/3

Polyphony: An interactive transfer learning framework for single-cell data analysis

IEEE transactions on visualization and computer graphics

Furui Cheng

Mark S Keller

Huamin Qu

Nils Gehlenborg

Qianwen Wang

2022/9/26

Gnnlens: A visual analytics approach for prediction error diagnosis of graph neural networks

IEEE Transactions on Visualization and Computer Graphics

Zhihua Jin

Yong Wang

Qianwen Wang

Yao Ming

Tengfei Ma

...

2022/2/4

OncoThreads: Visualization of Large Scale Longitudinal Cancer Molecular Data

Bioinformatics

Theresa A Harbig

Sabrina Nusrat

Tali Mazor

Qianwen Wang

Alexander Thomson

...

2021/1

Gosling: A Grammar-based Toolkit for Scalable and Interactive Genomics Data Visualization

IEEE Transactions on Visualization and Computer Graphics

Sehi L'Yi

Qianwen Wang

Fritz Lekschas

Nils Gehlenborg

2021/9

ThreadStates: State-based Visual Analysis of Disease Progression

IEEE Transactions on Visualization and Computer Graphics

Qianwen Wang

Tali Mazor

Theresa A Harbig

Ethan Cerami

Nils Gehlenborg

2021/9

A survey on ML4VIS: Applying machine learning advances to data visualization

IEEE transactions on visualization and computer graphics

Qianwen Wang

Zhutian Chen

Yong Wang

Huamin Qu

2021/8/26

Interactive Visual Explanations for Deep Drug Repurposing

Qianwen Wang

Kexin Huang

Payal Chandak

Nils Gehlenborg

Marinka Zitnik

2021

Sinestream: Improving the readability of streamgraphs by minimizing sine illusion effects

IEEE Transactions on Visualization and Computer Graphics

Chuan Bu

Quanjie Zhang

Qianwen Wang

Jian Zhang

Michael Sedlmair

...

2020/10/13

Visual analysis of discrimination in machine learning

IEEE Transactions on Visualization and Computer Graphics

Qianwen Wang

Zhenhua Xu

Zhutian Chen

Yong Wang

Shixia Liu

...

2020/10/13

HypoML: Visual analysis for hypothesis-based evaluation of machine learning models

IEEE Transactions on Visualization and Computer Graphics

Qianwen Wang

William Alexander

Jack Pegg

Huamin Qu

Min Chen

2020/10/13

Augmenting static visualizations with paparvis designer

Zhutian Chen

Wai Tong

Qianwen Wang

Benjamin Bach

Huamin Qu

2020/4/21

Facilitating the Application of Machine Learning via Data Visualization

Qianwen Wang

2020

See List of Professors in Qianwen Wang University(Harvard University)

Co-Authors

H-index: 78
Nils Gehlenborg

Nils Gehlenborg

Harvard University

H-index: 57
Shixia Liu

Shixia Liu

Tsinghua University

H-index: 44
Marinka Zitnik

Marinka Zitnik

Harvard University

H-index: 42
Yingcai Wu

Yingcai Wu

Zhejiang University

H-index: 37
Kalyan Veeramachaneni

Kalyan Veeramachaneni

Massachusetts Institute of Technology

H-index: 23
Yong Wang

Yong Wang

Singapore Management University

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