| 2025 | CVPR | Point2RBox-v2: Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances. | Yi Yu, Botao Ren, Peiyuan Zhang, Mingxin Liu, Junwei Luo, Shaofeng Zhang, Feipeng Da, Junchi Yan, Xue Yang |
| 2025 | ICASSP | Graph Pooling via Dropping Task-Irrelevant Nodes. | Cheng Zhong, Shaofeng Zhang, Feng Zhu, Rui Zhao, Xiaokang Yang, Junchi Yan |
| 2025 | ICCV | Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code. | Sitong Wu, Haoru Tan, Yukang Chen, Shaofeng Zhang, Jingyao Li, Bei Yu, Xiaojuan Qi, Jiaya Jia |
| 2025 | ICCV | Towards More Diverse and Challenging Pre-Training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views. | Xiangdong Zhang, Shaofeng Zhang, Junchi Yan |
| 2025 | ICLR | CR2PQ: Continuous Relative Rotary Positional Query for Dense Visual Representation Learning. | Shaofeng Zhang, Qiang Zhou, Sitong Wu, Haoru Tan, Zhibin Wang, Jinfa Huang, Junchi Yan |
| 2024 | ICASSP | GMTR: Graph Matching Transformers. | Jinpei Guo, Shaofeng Zhang, Runzhong Wang, Chang Liu, Junchi Yan |
| 2024 | ICASSP | View Crafting For Instance-Level Representation from Scene Images. | Bin Liu, Yuchen Luo, Shaofeng Zhang, Zehuan Yuan, Changdong Xu, Boan Chen, Junchi Yan |
| 2024 | ICLR | Continuous-Multiple Image Outpainting in One-Step via Positional Query and A Diffusion-based Approach. | Shaofeng Zhang, Jinfa Huang, Qiang Zhou, Zhibin Wang, Fan Wang, Jiebo Luo, Junchi Yan |
| 2023 | ICLR | Contextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual Pretraining. | Shaofeng Zhang, Feng Zhu, Rui Zhao, Junchi Yan |
| 2023 | ICLR | Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning. | Shaofeng Zhang, Feng Zhu, Rui Zhao, Junchi Yan |
| 2023 | ICML | Patch-level Contrastive Learning via Positional Query for Visual Pre-training. | Shaofeng Zhang, Qiang Zhou, Zhibin Wang, Fan Wang, Junchi Yan |
| 2022 | CVPR | Align Representations with Base: A New Approach to Self-Supervised Learning. | Shaofeng Zhang, Lyn Qiu, Feng Zhu, Junchi Yan, Hengrui Zhang, Rui Zhao, Hongyang Li, Xiaokang Yang |
| 2022 | ECCV | Self-supervised Learning of Visual Graph Matching. | Chang Liu, Shaofeng Zhang, Xiaokang Yang, Junchi Yan |
| 2022 | ICLR | Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning. | Shaofeng Zhang, Feng Zhu, Junchi Yan, Rui Zhao, Xiaokang Yang |
| 2022 | KDD | M-Mix: Generating Hard Negatives via Multi-sample Mixing for Contrastive Learning. | Shaofeng Zhang, Meng Liu, Junchi Yan, Hengrui Zhang, Lingxiao Huang, Xiaokang Yang, Pinyan Lu |
| 2017 | TrustCom | CSCdroid: Accurately Detect Android Malware via Contribution-Level-Based System Call Categorization. | Shaofeng Zhang, Xi Xiao |