Zijun   Deng  [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: dengzijun57@gmail.com

Research Directions

• Text-to-Video Generation

Education

• Ph.D. Candidate, Computer Application Technology, Wangxuan Institute of Computer Technology, Peking University, 2022.09 - Now
• B.S., Computer Science and Technology, School of Computer, Nankai University, 2018.09 – 2022.06

Awards

• 2021     National Scholarship
• 2021     ACM-ICPC Asian Kunming Regional Contest Bronze Medal
• 2020     Contemporary Undergraduate Mathematical Contest in Modeling Second prize
• 2019     ACM-ICPC Asian Shanghai Regional Contest Bronze Medal

Publication

1. Zijun Deng and Yuxin Peng*, "NS-Diff: Fluid Navier–Stokes Guided Video Diffusion via Reinforcement Learning", The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR), Denver CO, USA, Jun. 3-7, 2026. (Accept)
2. Zijun Deng, Xiangteng He and Yuxin Peng*, "Lightweight Video Diffusion Model", China National Conference on Multimedia (ChinaMM), Kunming, Yunnan, China, Aug. 2-4, 2023.【pdf】
3. Zijun Deng, Xiangteng He and Yuxin Peng*, "Efficiency-optimized Video Diffusion Models", 31st ACM Multimedia Conference (ACM MM), Ottawa, Canada, Oct.29 - Nov.3, 2023. (Accept) 【pdf】
4. Zijun Deng, Xiangteng He, Yuxin Peng*, Xiongwei Zhu and Lele Cheng, "MV-Diffusion: Motion-aware Video Diffusion Model", 31st ACM Multimedia Conference (ACM MM), Ottawa, Canada, Oct.29 - Nov.3, 2023. (Accept) 【pdf】
5. Zijun Deng, Xiangteng He and Yuxin Peng*, "LFR-GAN: Local Feature Refinement based Generative Adversarial Network for Text-to-Image Generation", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 19, No. 6, pp. 1-18, Jul. 2023. (Accept) 【pdf】【source code】【introduction】

Personal Interests

• Go, Military chess
• badminton