Interaction Challenges in AI Equipped Environments Built to Teach Foreign Languages Through Dialogue and Task-Completion. - Rahul R. Divekar; Jaimie Drozdal; Yalun Zhou; Ziyi Song; David Allen; Robert Rouhani; Rui Zhao 015; Shuyue Zheng; Lilit Balagyozyan; Hui Su (Conference on Designing Interactive Systems, 2018)

The Rensselaer Mandarin Project - A Cognitive and Immersive Language Learning Environment. - David Allen; Rahul R. Divekar; Jaimie Drozdal; Lilit Balagyozyan; Shuyue Zheng; Ziyi Song; Huang Zou; Jeramey Tyler; Xiangyang Mou; Rui Zhao 015; Helen Zhou; Jianling Yue; et al. (AAAI, 2019)

TextDiff: Mask-Guided Residual Diffusion Models for Scene Text Image Super-Resolution. - Baolin Liu 002; Zongyuan Yang; Pengfei Wang; Junjie Zhou 001; Ziqi Liu; Ziyi Song; Yan Liu; Yongping Xiong (CoRR, 2023)

WHALES: A Multi-agent Scheduling Dataset for Enhanced Cooperation in Autonomous Driving. - Siwei Chen; Yinsong Wang; Ziyi Song; Sheng Zhou (CoRR, 2024)

Impact of Level 2/3 Automated Driving Technology on Road Work Zone Safety. - Zhepu Xu; Ziyi Song; Yupu Dong; Peiyan Chen (CoRR, 2025)