PrefMMT: Modeling Human Preferences in Preference-based Reinforcement Learning with Multimodal Transformers. - Dezhong Zhao; Ruiqi Wang; Dayoon Suh; Taehyeon Kim; Ziqin Yuan; Byung-Cheol Min; Guohua Chen (CoRR, 2024)

Personalization in Human-Robot Interaction through Preference-based Action Representation Learning. - Ruiqi Wang; Dezhong Zhao; Dayoon Suh; Ziqin Yuan; Guohua Chen; Byung-Cheol Min (CoRR, 2024)

Adaptive Task Allocation in Multi-Human Multi-Robot Teams under Team Heterogeneity and Dynamic Information Uncertainty. - Ziqin Yuan; Ruiqi Wang; Taehyeon Kim; Dezhong Zhao; Ike Obi; Byung-Cheol Min (CoRR, 2024)

AuD-Former: A Hierarchical Transformer Network for Multimodal Audio-Based Disease Prediction. - Jinjin Cai; Ruiqi Wang; Dezhong Zhao; Ziqin Yuan; Victoria McKenna; Aaron Friedman; Rachel Foot; Susan Storey; Ryan Boente; Sudip Vhaduri; Byung-Cheol Min (CoRR, 2024)

PrefCLM: Enhancing Preference-Based Reinforcement Learning With Crowdsourced Large Language Models. - Ruiqi Wang; Dezhong Zhao; Ziqin Yuan; Ike Obi; Byung-Cheol Min (IEEE Robotics Autom. Lett., 2025)