Heli Qi is a PhD student in Yamagishi lab at National Institute of Informatics. Before that, he received a M.E. degree from Nara Institute of Science and Technology (supervisor: Satoshi Nakamura) in 2024 and a B.Eng. degree from Northeastern University in 2020. In 2023, he was a student researcher at Google Japan G.K., Tokyo. His research interests include semantic segmentation and multimodal learning.