Zhaoda     Ye     [Google Profile]   [中文版]

Ph.D. Candidate （Supervisor: Prof. Yuxin Peng）

Multimedia Information Processing Lab

Wangxuan Institute of Computer Technology

Peking University

No. 128, Zhong-Guan-Cun North Street

Beijing 100080, China

E-mail: zdye@pku.edu.cn

Research Directions

• Text-to-3D Generation

Education

• Ph.D. Candidate, Computer Application Technology, Wangxuan Institute of Computer Technology, Peking University, 2018 - 2024
• B.S., Computer Science and Technology, EECS, Peking University, 2014 – 2018

Awards

• 2020     Excellent Student of Wangxuan Institute of Computer Technology, Peking University
• 2019     Award for Scientific Research of Peking University
• 2018     Excellent Graduation Thesis of School of Electronics Engineering and Computer Science, Peking University
• 2016     The 15th Peking University Programming contest Second award

Publication

1. Zhaoda Ye, Xiangteng He and Yuxin Peng*, "RaT2IGen: Relation-aware Text-to-image Generation via Learnable Prompt", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024. (Accept)
2. Zhaoda Ye, Xinhan Zheng, Yang Liu and Yuxin Peng*, "RelScene: A Benchmark and baseline for Spatial Relations in text-driven 3D Scene Generation", The 32nd ACM International Conference on Multimedia (ACM MM), Melbourne, Australia, Oct. 28-Nov. 1, 2024. (Accept)
3. Zhaoda Ye, Yang Liu and Yuxin Peng*, "MAAN: Memory-Augmented Auto-regressive Network for Text-driven 3D Indoor Scene Generation" IEEE Transactions on Multimedia (TMM), 2024.
4. Zhaoda Ye, Xiangteng He, Yuxin Peng*, "Unsupervised Cross-media Hashing Learning via Knowledge Graph", Chinese Journal of Electronics, Vol. 32, pp. 1-11, Oct. 2022.
5. Yuxin Peng*, Zhaoda Ye, Jinwei Qi and Yunkan Zhuo, "Unsupervised Visual-textual Correlation Learning with Fine-grained Semantic Alignment", IEEE Transactions on Cybernetics (TCYB), Vol. 52, No. 5, pp. 3669-3683, May. 2022. (SCI, EI) 【pdf】【source code】
6. Yuxin Peng, Jinwei Qi, Zhaoda Ye and Yunkan Zhuo, "Hierarchical Visual-Textual Knowledge Distillation for Life-Long Correlation Learning", International Journal of Computer Vision (IJCV), Vol. 129, No. 4, pp. 921-941, Apr. 2021.(SCI, EI)【pdf】
7. Yuxin Peng, Jian Zhang and Zhaoda Ye, "Deep Reinforcement Learning for Image Hashing", IEEE Transactions on Multimedia (TMM), Vol. 22, No. 8, pp. 2061-2073, Aug. 2020.(SCI, EI)【pdf】【source code】
8. Zhaoda Ye and Yuxin Peng, "Sequential Cross-Modal Hashing Learning via Multi-scale Correlation Mining", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 15, No. 4, p. 105, Dec. 2019.(SCI, EI)【pdf】【source code】
9. Zhaoda Ye and Yuxin Peng, "Multi-Scale Correlation for Sequential Cross-modal Hashing Learning", 26th ACM Multimedia Conference (ACM MM), pp. 852-860, Seoul, Korea, Oct. 22-26, 2018.(Full Paper)(EI)【pdf】
10. Xin Huang, Zhaoda Ye and Yuxin Peng, "Attention-sharing Correlation Learning for Cross-media Retrieval", 9th International Conference on Image and Graphics (ICIG), pp. 477-488, Shanghai, China, Sep. 13-15, 2017.(Oral)(EI)【pdf】

Personal Interests

• Ping-pong
• Music