Publication
BLADE: Benchmarking Language Model Agents for Data-Driven Science
Ken Gu, Ruoxi Shang, Ruien Jiang, Keying Kuang, Richard-John Lin, Donghe Lyu, Yue Mao, Youran Pan, Teng Wu, Jiaqian Yu, Yikun Zhang, Tianmai M. Zhang, Lanyi Zhu, Mike A. Merrill, Jeffrey Heer, Tim Althoff
EMNLP 2024: Empirical Methods in Natural Language Processing
Trusting your AI Agent Emotionally and Cognitively: Development and Validation of a Semantic Differential Scale for AI Trust
Ruoxi Shang, Gary Hsieh, Chirag Shah
AIES 2024: AAAI Conference on AI, Ethics, and Society
How Do Analysts Understand and Verify AI-Assisted Data Analyses?
Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven M. Drucker
CHI 2024: CHI Conference on Human Factors in Computing Systems
IntroBot: Exploring the Use of Chatbot-assisted Familiarization in Online Collaborative Groups
Donghoon Shin, Soomin Kim, Ruoxi Shang, Joonhwan Lee, Gary Hsieh
CHI 2023: CHI Conference on Human Factors in Computing Systems
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
“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
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
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
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
Machine learning powered software for accurate prediction of biogas production: A case study on industrial-scale Chinese production data
Djavan De Clercq, Devansh Jalota, Ruoxi Shang, Kunyi Ni, Zhuxin Zhang, Areeb Khan, Zongguo Wen, Luis Caicedo, Kai Yuan
Journal of Cleaner Production, 2019