Ziyun Zeng

Shenzhen International Graduate School, Tsinghua University
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I'm currently studying for a M.Sc. degree at Shenzhen International Graduate School, Tsinghua University (SIGS, THU) in Shenzhen. My supervisor is Prof. Shu-Tao Xia. Previously, I received a B.Eng. degree from Sichuan University.
My current research interests include Multimedia Retrieval, Computer Vision, Deep Learning, etc.

News

  • [2023.07] One paper is accepted to ACM MM 2023.
  • [2023.03] One paper is accepted to ICME 2023 as an Oral presentation.
  • [2023.02] One paper is accepted to CVPR 2023.
  • [2022.11] One paper is accepted to AAAI 2023.
  • [2022.10] Two papers are accepted to BMVC 2022 with one Oral presentation.
  • [2022.01] One paper is accepted to WWW 2022.
  • [2021.12] One paper is accepted to AAAI 2022 as an Oral presentation.
  • [2021.10] One paper is accepted to BMVC 2021.

Publications [Google Scholar]

✱ Equal Contribution      ✉ Corresponding Author

2023:
  • GMMFormer: Gaussian-Mixture-Model based Transformer for Efficient Partially Relevant Video Retrieval
    Yuting Wang, Jinpeng Wang, Bin Chen✉, Ziyun Zeng, Shu-Tao Xia
    Technical Report, 2023 [Paper]
  • Making LLaMA SEE and Draw with SEED Tokenizer
    Yuying Ge✱, Sijie Zhao✱, Ziyun Zeng, Yixiao Ge✉, Chen Li, Xintao Wang, Ying Shan
    Technical Report, 2023 [Paper][Code] GitHub stars
  • MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation
    Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia
    ACM MM, 2023 [Paper]
  • Planting a SEED of Vision in Large Language Model
    Yuying Ge✱, Yixiao Ge✱ ✉, Ziyun Zeng, Xintao Wang, Ying Shan
    Technical Report, 2023 [Paper] [Code] GitHub stars
  • TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale
    Ziyun Zeng, Yixiao Ge, Zhan Tong, Xihui Liu, Shu-Tao Xia, Ying Shan
    Technical Report, 2023 [Paper] [Code] GitHub stars
  • ConCAP: Contrastive Context-Aware Prompt for Resource-hungry Action Recognition
    Hailun Zhang, Ziyun Zeng, Qijun Zhao✉, Zhen Zhai
    ICME, 2023 (Oral) [Paper]
  • Learning Transferable Spatiotemporal Representations from Natural Script Knowledge
    Ziyun Zeng✱, Yuying Ge✱, Xihui Liu, Bin Chen✉, Ping Luo, Shu-Tao Xia, Yixiao Ge✉
    CVPR, 2023 [Paper] [Code] GitHub stars
  • Contrastive Masked Autoencoders for Self-Supervised Video Hashing
    Yuting Wang✱, Jinpeng Wang✱, Bin Chen✉, Ziyun Zeng, Shu-Tao Xia
    AAAI, 2023 [Paper] [Code] GitHub stars
2022:
  • Motion-Aware Graph Reasoning Hashing for Self-supervised Video Retrieval
    Ziyun Zeng, Jinpeng Wang, Bin Chen✉, Yuting Wang, Shu-Tao Xia
    BMVC, 2022 [Paper]
  • Hugs Are Better Than Handshakes: Unsupervised Cross-Modal Transformer Hashing with Multi-granularity Alignment
    Jinpeng Wang, Ziyun Zeng, Bin Chen✉, Yuting Wang, Dongliang Liao✉, Gongfu Li, Yiru Wang, Shu-Tao Xia
    BMVC, 2022 (Oral) [Paper]
  • Hybrid Contrastive Quantization for Efficient Cross-View Video Retrieval
    Jinpeng Wang, Bin Chen✉, Dongliang Liao✉, Ziyun Zeng, Gongfu Li, Shu-Tao Xia, Jin Xu
    WWW, 2022 [Paper] [Code] GitHub stars
  • Contrastive Quantization with Code Memory for Unsupervised Image Retrieval
    Jinpeng Wang, Ziyun Zeng, Bin Chen✉, Tao Dai, Shu-Tao Xia
    AAAI, 2022 (Oral) [Paper] [Code] GitHub stars
2021:
  • Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval
    Ziyun Zeng✱, Jinpeng Wang✱, Bin Chen✉, Tao Dai, Shu-Tao Xia
    Technical Report, 2021 [Paper]
  • SwinFGHash: Fine-grained Image Retrieval via Transformer-based Hashing Network
    Di Lu, Jinpeng Wang, Ziyun Zeng, Bin Chen✉, Shudeng Wu, Shu-Tao Xia
    BMVC, 2021 [Paper]
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