DANLI: Deliberative Agent for Following Natural Language Instructions. - Yichi Zhang 001; Jianing Yang; Jiayi Pan 002; Shane Storks; Nikhil Devraj; Ziqiao Ma 001; Keunwoo Peter Yu; Yuwei Bao; Joyce Chai (EMNLP, 2022)

FairEdit: Preserving Fairness in Graph Neural Networks through Greedy Graph Editing. - Donald Loveland; Jiayi Pan 002; Aaresh Farrokh Bhathena; Yiyang Lu (CoRR, 2022)

World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models. - Ziqiao Ma 001; Jiayi Pan 002; Joyce Chai (ACL (1), 2023)

Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans? - Yichi Zhang 001; Jiayi Pan 002; Yuchen Zhou; Rui Pan; Joyce Chai (EMNLP, 2023)

Data-Efficient Learning of Natural Language to Linear Temporal Logic Translators for Robot Task Specification. - Jiayi Pan 002; Glen Chou; Dmitry Berenson (ICRA, 2023)

Inversion-Free Image Editing with Natural Language. - Sihan Xu; Yidong Huang; Jiayi Pan 002; Ziqiao Ma 001; Joyce Chai (CoRR, 2023)

Inversion-Free Image Editing with Language-Guided Diffusion Models. - Sihan Xu; Yidong Huang; Jiayi Pan 002; Ziqiao Ma 001; Joyce Chai (CVPR, 2024)