P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images. - Yuzhi Huang; Chenxin Li; Zixu Lin; Hengyu Liu 007; Haote Xu; Yifan Liu 010; Yue Huang 001; Xinghao Ding; Xiaotong Tu; Yixuan Yuan (ACM Multimedia, 2024)

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline. - Yuzhi Huang; Chenxin Li; Haitao Zhang; Zixu Lin; Yunlong Lin; Hengyu Liu 007; Wuyang Li; Xinyu Liu 001; Jiechao Gao; Yue Huang 001; Xinghao Ding; Yixuan Yuan (CVPR, 2025)

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration. - Yunlong Lin; Zixu Lin; Haoyu Chen 003; Panwang Pan; Chenxin Li; Sixiang Chen; Kairun Wen; Yeying Jin; Wenbo Li 002; Xinghao Ding (CVPR, 2025)

Random Response-Based SAR Purification Defense. - Zixu Lin; Jiewei Zheng; Jingchao Guo; Huangxing Lin; Yue Huang 001; Xinghao Ding (IEEE Geosci. Remote. Sens. Lett., 2025)

Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables. - Zhongnan Cai; Yingying Wang 005; Yunlong Lin; Hui Zheng 003; Ge Meng; Zixu Lin; Jiaxin Xie; Junbin Lu; Yue Huang 001; Xinghao Ding (CoRR, 2025)

JarvisIR: Elevating Autonomous Driving Perception with Intelligent Image Restoration. - Yunlong Lin; Zixu Lin; Haoyu Chen 003; Panwang Pan; Chenxin Li; Sixiang Chen; Yeying Jin; Wenbo Li 002; Xinghao Ding (CoRR, 2025)

JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent. - Yunlong Lin; Zixu Lin; Kunjie Lin; Jinbin Bai; Panwang Pan; Chenxin Li; Haoyu Chen 003; Zhongdao Wang; Xinghao Ding; Wenbo Li 002; Shuicheng Yan (CoRR, 2025)