| 2026 | WACV | Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting. | Rishikesh Bhyri, Brian R. Quaranto, Junsong Yuan, Peter C. W. Kim, Nan Xi |
| 2025 | CVPR | dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis. | Luyuan Xie, Tianyu Luan, Wenyuan Cai, Guochen Yan, Zhaoyu Chen, Nan Xi, Yuejian Fang, Qingni Shen, Zhonghai Wu, Junsong Yuan |
| 2025 | ICCV | PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions. | Mahesh Bhosale, Abdul Wasi, Yuanhao Zhai, Yunjie Tian, Samuel P. Border, Nan Xi, Pinaki Sarder, Junsong Yuan, David S. Doermann, Xuan Gong |
| 2025 | WWW | Generative Prompting for Complex Product Retrieval. | Nan Xi, Jingjing Meng, Yitian Chen, Chaosheng Dong, Yan Gao, Yi Sun, Junsong Yuan |
| 2024 | ECCV | Interaction-Centric Spatio-Temporal Context Reasoning for Multi-person Video HOI Recognition. | Yisong Wang, Nan Xi, Jingjing Meng, Junsong Yuan |
| 2023 | ICCV | Open Set Video HOI detection from Action-centric Chain-of-Look Prompting. | Nan Xi, Jingjing Meng, Junsong Yuan |
| 2023 | MICCAI | Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning. | Qinji Yu, Nan Xi, Junsong Yuan, Ziyu Zhou, Kang Dang, Xiaowei Ding |
| 2021 | VCIP | Learning to Detect Monoclonal Protein in Electrophoresis Images. | Hanyu Li, Sabrina Racine-Brzostek, Nan Xi, Jiwen Luo, Zhen Zhao, Junsong Yuan |
| 2020 | ICWSM | Understanding the Political Ideology of Legislators from Social Media Images. | Nan Xi, Di Ma, Marcus Liou, Zachary C. Steinert-Threlkeld, Jason Anastasopoulos, Jungseock Joo |
| 2019 | IVCNZ | Semi-supervised Attentive Mutual-info Generative Adversarial Network for Brain Tumor Segmentation. | Nan Xi |