Publications
(\(*\) Equal contribution; \(\dagger\) Corresponding author)
Rishikesh Bhyri, Brian R Quaranto, Junsong Yuan, Peter C W Kim \(^ \dagger\), Nan Xi \(^ \dagger\), “Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting”, in Proceedings of the IEEE/CVF winter conference on applications of computer vision (WACV), 2026
Mahesh Bhosale, Abdul Wasi, Yuanhao Zhai, Yunjie Tian, Samuel Border, Nan Xi, Pinaki Sarder, Junsong Yuan, David Doermann, Xuan Gong, “PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions”, in Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2025 [paper] [code]
Nan Xi, Jingjing Meng, Yietian Chen, Chaosheng Dong, Yan Gao, Yi Sun, Junsong Yuan. “Generative Prompting for Complex Product Retrieval”, in Proceedings of the ACM on Web Conference (WWW), 2025 [paper] [code]
Sihan Zhao, Zixuan Wang, Tianyu Luan, Jia Jia, Wentao Zhu, Jiebo Luo, Junsong Yuan, Nan Xi, “PP-Motion: Physical-Perceptual Fidelity Evaluation for Human Motion Generation”, in Proc. ACM International Conf. on Multimedia (ACM MM), 2025 [paper] [code]
Luyuan Xie, Tianyu Luan, Wenyuan Cai, Guochen Yan, Zhaoyu Chen, Nan Xi, Yuejian Fang, Qingni Shen, Zhonghai Wu, Junsong Yuan, “dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis”, in Proceedings of Computer Vision and Pattern Recognition (CVPR), 2025 [paper] [code]
Yisong Wang \(^ *\), Nan Xi \(^ *\) \(^ \dagger\), Jingjing Meng, Junsong Yuan. “Interaction-centric Spatio-Temporal Context Reasoning for Multi-person Video HOI Recognition”. in European Conference on Computer Vision (ECCV), 2024 [paper] [code]
Nan Xi, Jingjing Meng, Junsong Yuan. “Chain-of-Look Prompting for Verb-centric Surgical Triplet Recognition in Endoscopic Videos”, in Proc. ACM International Conf. on Multimedia (ACM MM), 2023 [paper] [code]
Nan Xi, Jingjing Meng, Junsong Yuan. “Open Set Video HOI detection from Action- centric Chain-of-Look Prompting”. in Proceedings of the IEEE International Confer- ence on Computer Vision (ICCV), 2023 [paper] [code]
Qinji Yu, Nan Xi, Junsong Yuan, Zhouzi Yu, Kang Dang, Xiaowei Ding. “Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning”, in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023 [paper] [code]
Nan Xi, Jingjing Meng, Junsong Yuan. “Forest Graph Convolution Network for Surgical Action Triplets Recognition in Endoscopic Videos”, in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022 [paper]
Hanyu Li \(^ *\), Sabrina Racine Brzostek \(^ *\), Nan Xi \(^ *\), Jiwen Luo, Zhen Zhao, Junsong Yuan. “Learning to Detect Monoclonal Protein in Electrophoresis Images”, in IEEE International Conference on Visual Communications and Image Processing (VCIP), 2021 [paper]