SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation. - Ruihuang Li; Chenhang He; Yabin Zhang 001; Shuai Li 014; Liyi Chen 002; Lei Zhang 006 (CVPR, 2023)

FPR: False Positive Rectification for Weakly Supervised Semantic Segmentation. - Liyi Chen 002; Chenyang Lei; Ruihuang Li; Shuai Li 014; Zhaoxiang Zhang 001; Lei Zhang 006 (ICCV, 2023)

General Geometry-Aware Weakly Supervised 3D Object Detection. - Guowen Zhang; Junsong Fan; Liyi Chen 002; Zhaoxiang Zhang 001; Zhen Lei 001; Lei Zhang 006 (ECCV (51), 2024)

SyncNoise: Geometrically Consistent Noise Prediction for Text-based 3D Scene Editing. - Ruihuang Li; Liyi Chen 002; Zhengqiang Zhang; Varun Jampani; Vishal M. Patel; Lei Zhang 006 (CoRR, 2024)

SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality. - Chenyang Lei; Liyi Chen 002; Jun Cen; Xiao Chen 016; Zhen Lei 001; Felix Heide; Ziwei Liu; Qifeng Chen; Zhaoxiang Zhang 001 (CoRR, 2024)

SimCMF: A Simple Cross-modal Fine-tuning Strategy from Vision Foundation Models to Any Imaging Modality. - Chenyang Lei; Liyi Chen 002; Jun Cen; Xiao Chen 016; Zhen Lei 001; Felix Heide; Qifeng Chen; Zhaoxiang Zhang 001 (CoRR, 2024)

SyncNoise: Geometrically Consistent Noise Prediction for Instruction-based 3D Editing. - Ruihuang Li; Liyi Chen 002; Zhengqiang Zhang; Varun Jampani; Vishal M. Patel; Lei Zhang 006 (AAAI, 2025)

Generalized and Efficient 2D Gaussian Splatting for Arbitrary-scale Super-Resolution. - Du Chen; Liyi Chen 002; Zhengqiang Zhang; Lei Zhang 006 (CoRR, 2025)

InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction. - Yuhui Wu 001; Liyi Chen 002; Ruibin Li; Shihao Wang; Chenxi Xie; Lei Zhang 006 (CoRR, 2025)