Publications

Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations

Zichao Li, Gang Wu, Jack Wang, Ruiyi Zhang, Wanrong Zhu, Ryan A. Rossi, Vlad Morariu, Jihyung Kil

XAgen: An Explainability Tool for Identifying and Correcting Failures in Multi-Agent Workflows

Xinru Wang, Ming Yin, Eunyee Koh, Doga Dogan

Interview-Informed Generative Agents for Product Discovery: A Validation Study

Jack Wang, Alexa Siu

Best Paper Honorable Mention

From Conversation to Human-AI Common Ground: Extracting Cognitive Workflows for Reuse in Sense-making Tasks

Xinyue Chen, Varun Manjunatha, Xu Wang, Alexa Siu

Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs

Paiheng Xu, Gang Wu, Xiang Chen, Tong Yu, Chang Xiao, Franck Dernoncourt, Tianyi Zhou, Wei Ai, Vishy Swaminathan

A Survey on LLM-based Conversational User Simulation

Bo Ni, Yu Wang, Leyao Wang, Branislav Kveton, Franck Dernoncourt, Yu Xia, Hongjie Chen, Reuben Luera, Samyadeep Basu, Subhojyoti Mukherjee, Puneet Mathur, Nesreen K. Ahmed, Junda Wu, Li Li, Huixin Zhang, Ruiyi Zhang, Tong Yu, Sungchul Kim, Jiuxiang Gu, Zhengzhong Tu, Alexa Siu, Zichao Wang, David Seunghyun Yoon, Nedim Lipka, Namyong Park, Zihao Lin, Trung Bui, Yue Zhao, Tyler Derr, Ryan A. Rossi

Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact

Hyunji Lee, David Seunghyun Yoon, Yunjae Won, Hanseok Oh, Geewook Kim, Trung Bui, Franck Dernoncourt, Elias Stengel-Eskin, Mohit Bansal, Minjoon Seo

UI Remix: Supporting UI Design Through Interactive Example Retrieval and Remixing

Junling Wang, Hongyi Lan, Xiaotian Su, Doga Dogan, Xiaotian Su

Understanding Generative AI Capabilities in Everyday Image Editing Tasks

Brandon Collins, Mohammad Reza Taesiri, Logan Bolton, Viet Lai, Franck Dernoncourt, Trung Bui, Anh Totti Nguyen

Vision Language Models Learn to Assess Images with Specialists

Quyet V. Do, David Seunghyun Yoon, Ruiyi Zhang, Thiloshon Nagarajah, Trung Bui, Viet Lai