Efficiency with Rigor! A Trustworthy LLM-powered Workflow for Qualitative Data Analysis

Jie Gao, Zhiyao Shu, Shun Yi Yeo, Alok Prakash, Chien-Ming Huang, Mark Dredze, Ziang Xiao

2025

Understanding Codebase like a Professional! Human–AI Collaboration for Code Comprehension Featured

Jie Gao, Yue Xue, Xiaofei Xie, Junming Cao, SoeMin THANT, Erika Lee, Bowen Xu

The 34th IEEE/ACM International Conference on Program Comprehension (2026)

CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models Featured

Jie Gao, Yuchen Guo, Gionnieve Lim, Tianqin Zhang, Zheng Zhang, Toby Jia-Jun Li, Simon Tangi Perrault

ACM CHI Conference on Human Factors in Computing Systems (2024)

CoAIcoder: Examining the effectiveness of AI-assisted human-to-human collaboration in qualitative analysis Featured

Jie Gao, Kenny Tsu Wei Choo, Junming Cao, Roy Ka-Wei Lee, Simon Perrault

ACM Transactions on Computer-Human Interaction (2023)

Differences of Challenges of Working from Home (WFH) between Weibo and Twitter Users during COVID-19

Jie Gao, Xiayin Ying, Junming Cao, Yifan Yang, Pin Sym Foong, Simon Perrault

Extended Abstract of ACM CHI Conference on Human Factors in Computing Systems (2022)

From Noise to Nuance: Enriching Subjective Data Annotation through Qualitative Analysis

Ruyuan Wan, Haonan Wang, Ting-Hao ‘Kenneth’ Huang, Jie Gao^#

VISAR: A Human-AI Argumentative Writing Assistant with Visual Programming and Rapid Draft Prototyping

Zheng Zhang, Jie Gao, Ranjodh Singh Dhaliwal, Toby Jia-Jun Li

Annual ACM Symposium on User Interface Software and Technology (2023)

Help Me Reflect: Leveraging Self-Reflection Interface Nudges to Enhance Deliberativeness on Online Deliberation Platforms

Shun Yi Yeo, Gionnieve Lim, Jie Gao, Weiyu Zhang, Simon Tangi Perrault

ACM CHI Conference on Human Factors in Computing Systems (2024)

LLMs as Research Tools: Applications and Evaluations in HCI Data Work

Marianne Aubin Le Quéré, Hope Schroeder, Casey Randazzo, Jie Gao, Ziv Epstein, Simon Tangi Perrault, David Mimno, Louise Barkhuus, Hanlin Li

ACM CHI Conference on Human Factors in Computing Systems (2024)

GlassMessaging: Towards Ubiquitous Messaging Using OHMDs

Nuwan Janaka, Jie Gao, Lin Zhu, Shengdong Zhao, Lan Lyu, Peisen Xu, Maximilian Nabokow, Silang Wang, Yanch Ong

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (2023)