Ziyun Zeng
Scholar

Ziyun Zeng

Google Scholar ID: RuanZLEAAAAJ
National University of Singapore
Video UnderstandingMulti-modal LLMRepresentation Learning
Citations & Impact
All-time
Citations
685
 
H-index
12
 
i10-index
12
 
Publications
16
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • [{'Publication': 'Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing, CVPR 2025', 'Authors': 'Ziyun Zeng, Junhao Zhang, Wei Li, Mike Zheng Shou'}, {'Publication': 'LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale, CVPR 2025', 'Authors': 'Joya Chen, Ziyun Zeng, Yiqi Lin, Wei Li, Zejun Ma, Mike Zheng Shou'}, {'Publication': 'Making LLaMA SEE and Draw with SEED Tokenizer (SEED-2), ICLR 2024', 'Authors': 'Yuying Ge, Sijie Zhao, Ziyun Zeng, Yixiao Ge, Chen Li, Xintao Wang, Ying Shan'}, {'Publication': 'Hugs Bring Double Benefits: Unsupervised Cross-Modal Hashing with Multi-granularity Aligned Transformers, IJCV 2024', 'Authors': 'Jinpeng Wang, Ziyun Zeng, Bin Chen, Yuting Wang, Dongliang Liao, Gongfu Li, Yiru Wang, Shu-Tao Xia'}, {'Publication': 'Pyramid Hybrid Pooling Quantization for Efficient Fine-Grained Image Retrieval, Pattern Recognition Letters 2024', 'Authors': 'Ziyun Zeng, Jinpeng Wang, Bin Chen, Tao Dai, Shu-Tao Xia, Zhi Wang'}, {'Publication': 'GMMFormer: Gaussian-Mixture-Model based Transformer for Efficient Partially Relevant Video Retrieval, AAAI 2024', 'Authors': 'Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia'}, {'Publication': 'Planting a SEED of Vision in Large Language Model (SEED-1), Technical Report 2023', 'Authors': 'Yuying Ge, Yixiao Ge, Ziyun Zeng, Xintao Wang, Ying Shan'}, {'Publication': 'MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation, ACM MM 2023', 'Authors': 'Jinpeng Wang, Ziyun Zeng, Yunxiao Wang, Yuting Wang, Xingyu Lu, Tianxiang Li, Jun Yuan, Rui Zhang, Hai-Tao Zheng, Shu-Tao Xia'}, {'Publication': 'TVTSv2: Learning Out-of-the-box Spatiotemporal Visual Representations at Scale, Technical Report 2023', 'Authors': 'Ziyun Zeng, Yixiao Ge, Zhan Tong, Xihui Liu, Shu-Tao Xia, Ying Shan'}, {'Publication': 'Learning Transferable Spatiotemporal Representations from Natural Script Knowledge, CVPR 2023', 'Authors': 'Ziyun Zeng, Yuying Ge, Xihui Liu, Bin Chen, Ping Luo, Shu-Tao Xia, Yixiao Ge'}, {'Publication': 'Contrastive Masked Autoencoders for Self-Supervised Video Hashing, AAAI 2023', 'Authors': 'Yuting Wang, Jinpeng Wang, Bin Chen, Ziyun Zeng, Shu-Tao Xia'}]
Background
  • Current research interests include video understanding, multi-modal large language models, and multi-modal representation learning. Additionally, several papers have been published on multimedia retrieval and visual hashing.
Miscellany
  • Personal interests and other information not provided