Shaofeng Zhang

Research

First-author & Co-first author paper

1. PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
   Xiangdong Zhang*, Shaofeng Zhang*, Junchi Yan
   NeurIPS 2024 Spotlight (* equal contribution) | Paper | Code

2. 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
   ICLR 2024 | Paper | Code

3. Patch-level Contrastive Learning via Positional Query for Visual Pre-training
   Shaofeng Zhang, Qiang Zhou, Zhibin Wang, Fan Wang, Junchi Yan
   ICML 2023 | Paper | Code

4. Patch-Level Contrasting without Patch Correspondence for Accurate and Dense Contrastive Representation Learning
   Shaofeng Zhang, Feng Zhu, Rui Zhao, Junchi Yan
   ICLR 2023 | Paper | Code

5. Contextual Image Masking Modeling via Synergized Contrasting without View Augmentation for Faster and Better Visual Pretraining
   Shaofeng Zhang, Feng Zhu, Rui Zhao, Junchi Yan
   ICLR 2023 | Paper | Code

6. Self-supervised Learning of Visual Graph Matching
   Chang Liu*, Shaofeng Zhang*, Junchi Yan, Xiaokang Yang
   ECCV 2022 (* equal contribution) | Paper | Code

7. M-Mix: Generating Hard Negatives via Multi-sample Mixing for Contrastive Learning
   Shaofeng Zhang, Meng Liu, Junchi Yan, Hengrui Zhang, Lingxiao Huang, Pinyan Lu, Xiaokang Yang
   KDD 2022 Oral | Paper | Code

8. 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
   CVPR 2022 | Paper | Code

9. Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning
   Shaofeng Zhang, Feng Zhu, Junchi Yan, Rui Zhao, Xiaokang Yang
   ICLR 2022 | Paper | Code

10. The Diversified Ensemble Neural Network
    Shaofeng Zhang, Meng Liu, Junchi Yan
    NeurIPS 2020 | Paper

11. Fooled by Imagination: Adversarial Attack to Image Captioning Via Perturbation in Complex Domain
    Shaofeng Zhang*, Zheng Wang*, Xing Xu, Xiang Guan, Yang Yang
    ICME 2020 Oral (* equal contribution) | Paper

Co-authored paper:

1. HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception
   Junkun Yuan, Xinyu Zhang, Hao Zhou, Jian Wang, Zhongwei Qiu, Zhiyin Shao, Shaofeng Zhang, Sifan Long, Kun Kuang, Kun Yao, Junyu Han, Errui Ding, Lanfen Lin, Fei Wu, Jingdong Wang
   NeurIPS 2023

2. Localized contrastive learning on graphs
   Hengrui Zhang, Qitian Wu, Yu Wang, Shaofeng Zhang, Junchi Yan, Philip S Yu
   arXiv:2212.04604

3. Revo-lion: Evaluating and refining vision-language instruction tuning datasets
   Ning Liao, Shaofeng Zhang, Renqiu Xia, Bo Zhang, Min Cao, Yu Qiao, Junchi Yan
   arXiv:2310.06594

4. Regionblip: A unified multi-modal pre-training framework for holistic and regional comprehension
   Qiang Zhou, Chaohui Yu, Shaofeng Zhang, Sitong Wu, Zhibing Wang, Fan Wang
   arXiv:2308.02299

5. ChronoMagic-Bench: A Benchmark for Metamorphic Evaluation of Text-to-Time-lapse Video Generation
   Shenghai Yuan, Jinfa Huang, Yongqi Xu, Yaoyang Liu, Shaofeng Zhang, Yujun Shi, Ruijie Zhu, Xinhua Cheng, Jiebo Luo, Li Yuan
   NeurIPS 2024 D&B Track Spotlight

6. Motion Control for Enhanced Complex Action Video Generation
   Qiang Zhou, Shaofeng Zhang, Nianzu Yang, Ye Qian, Hao Li
   arXiv:2411.08328

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