Distribution-Aware Continual Test Time Adaptation for Semantic Segmentation. - Jiayi Ni; Senqiao Yang; Jiaming Liu 003; Xiaoqi Li 009; Wenyu Jiao; Ran Xu 013; Zehui Chen; Yi Liu; Shanghang Zhang (CoRR, 2023)

High-speed anomaly traffic detection based on staged frequency domain features. - Jiayi Ni; Wei Chen 006; Jiacheng Tong; Haiyong Wang; Lifa Wu (J. Inf. Secur. Appl., 2023)

Investigating the Benefits of Projection Head for Representation Learning. - Yihao Xue; Eric Gan; Jiayi Ni; Siddharth Joshi 004; Baharan Mirzasoleiman (ICLR, 2024)

Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation. - Jiayi Ni; Senqiao Yang; Ran Xu 013; Jiaming Liu 003; Xiaoqi Li 020; Wenyu Jiao; Zehui Chen; Yi Liu; Shanghang Zhang (ICRA, 2024)

Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-training of Deep Networks. - Siddharth Joshi 004; Jiayi Ni; Baharan Mirzasoleiman (ICLR, 2025)

Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching. - Haiyue Zu; Jun Ge; Heting Xiao; Jile Xie; Zhangzhe Zhou; Yifan Meng; Jiayi Ni; Junjie Niu; Linlin Zhang; Li Ni; Huilin Yang (CoRR, 2025)