I'm currently studying for a M.Sc. degree at
Shenzhen International Graduate School, Tsinghua University
in Shenzhen. My supervisor is
Prof. Shu-Tao Xia. Previously, I received a B.Eng. degree from
My current research interests include Multimedia Retrieval, Computer Vision, Deep Learning, etc.
- [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]
GMMFormer: Gaussian-Mixture-Model based Transformer for Efficient Partially Relevant Video RetrievalYuting Wang, Jinpeng Wang, Bin Chen✉, Ziyun Zeng, Shu-Tao XiaTechnical Report, 2023 [Paper]Making LLaMA SEE and Draw with SEED TokenizerYuying Ge✱, Sijie Zhao✱, Ziyun Zeng, Yixiao Ge✉, Chen Li, Xintao Wang, Ying ShanMISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for RecommendationJinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao XiaACM MM, 2023 [Paper]Planting a SEED of Vision in Large Language ModelYuying Ge✱, Yixiao Ge✱ ✉, Ziyun Zeng, Xintao Wang, Ying ShanTVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at ScaleZiyun Zeng, Yixiao Ge, Zhan Tong, Xihui Liu, Shu-Tao Xia, Ying ShanConCAP: Contrastive Context-Aware Prompt for Resource-hungry Action RecognitionHailun Zhang, Ziyun Zeng, Qijun Zhao✉, Zhen ZhaiICME, 2023 (Oral) [Paper]Learning Transferable Spatiotemporal Representations from Natural Script KnowledgeZiyun Zeng✱, Yuying Ge✱, Xihui Liu, Bin Chen✉, Ping Luo, Shu-Tao Xia, Yixiao Ge✉Contrastive Masked Autoencoders for Self-Supervised Video HashingYuting Wang✱, Jinpeng Wang✱, Bin Chen✉, Ziyun Zeng, Shu-Tao Xia
Motion-Aware Graph Reasoning Hashing for Self-supervised Video RetrievalZiyun Zeng, Jinpeng Wang, Bin Chen✉, Yuting Wang, Shu-Tao XiaBMVC, 2022 [Paper]
Hugs Are Better Than Handshakes: Unsupervised Cross-Modal Transformer Hashing with Multi-granularity AlignmentJinpeng Wang, Ziyun Zeng, Bin Chen✉, Yuting Wang, Dongliang Liao✉, Gongfu Li, Yiru Wang, Shu-Tao XiaBMVC, 2022 (Oral) [Paper]
Hybrid Contrastive Quantization for Efficient Cross-View Video RetrievalJinpeng Wang, Bin Chen✉, Dongliang Liao✉, Ziyun Zeng, Gongfu Li, Shu-Tao Xia, Jin Xu
Contrastive Quantization with Code Memory for Unsupervised Image RetrievalJinpeng Wang, Ziyun Zeng, Bin Chen✉, Tao Dai, Shu-Tao Xia
Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image RetrievalZiyun Zeng✱, Jinpeng Wang✱, Bin Chen✉, Tao Dai, Shu-Tao XiaTechnical Report, 2021 [Paper]
SwinFGHash: Fine-grained Image Retrieval via Transformer-based Hashing NetworkDi Lu, Jinpeng Wang, Ziyun Zeng, Bin Chen✉, Shudeng Wu, Shu-Tao XiaBMVC, 2021 [Paper]