Profile image of Ruoxi Shang wearing a purple benie

I am an HCI researcher and a 3rd-year PhD student at Human Centered Design and Engineering (HCDE) at the University of Washington, advised by Gary Hsieh and Chirag Shah. My research generally lie in Human-AI Interaction and Human-centered Explainable ML. I study how to design AI agents that can attend to the cognitive and emotional needs of humans when assisting them.

Before joining UW, I had fun with mathematics, data science, and applied machine learning as an undergrad at UC Berkeley.

@annashang_rx

Ongoing projects

Black

Developing items to measure and study how AI assistants can be trusted affectively by their human partners.

Black

Designing a chatbot to help strangers get familiarized with each other and studying the effects on collaboration performance

Publications

Why Am I Not Seeing It? Understanding Users’ Needs for Counterfactual Explanations in Everyday Recommendations

Ruoxi Shang, KJ Kevin Feng, Chirag Shah

FAccT 2022: ACM Conference on Fairness, Accountability, and Transparency

  PDF       Video    


“What’s going on in Accessibility Research?” Frequencies and Trends of Disability Categories and Research Domains in Publications at ASSETS

Ather Sharif, Ploypilin Pruekcharoen, Thrisha Ramesh, Ruoxi Shang, Spencer Williams, Gary Hsieh

ASSETS 2022: ACM SIGACCESS Conference on Computers and Accessibility

  PDF    


Giving and Receiving: Reciprocal Review Exchange in Online Fanfiction Communities

Ruoxi Shang, Zile Xiao, Jenna Frens, Cecilia Aragon

CSCW 2021 Companion: Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing

  PDF    


Feature fusion network based on attention mechanism for 3D semantic segmentation of point clouds

Heng Zhou, Zhijun Fang, Yongbin Gao, Bo Huang, Cengsi Zhong, Ruoxi Shang

Pattern Recognition Letters, 2020

  PDF    


Interpretable machine learning for predicting biomethane production in industrial-scale anaerobic co-digestion

Djavan De Clercq, Zongguo Wen, Fan Fei, Luis Caicedo, Kai Yuan, Ruoxi Shang

Science of the Total Environment, 2020

  PDF    

News

Actively looking for summer 2023 internship opportunities

Oct 2022

I'm interested in working on projects broadly related to human-AI interaction, trust, and explainable ML.


Starting my summer internship at TruEra

Sep 2022

I worked on understanidng how data scientists approach performance debugging of machine learning models and supporting them with a guided product workflows.


Presented my 1st first-author full paper at FAccT 2022

Jun 2022

Also my first time visiting Seoul!


Attended my first in-person conference at CHI 2022

May 2022

Finally get confirmed that people on zoom are real!