CV

Education

• 2026.01 - Present: Ph.D. Candidate in Artificial Intelligence, Nanjing University of Aeronautics and Astronautics (NUAA), MVP Lab. Advisor: Prof. Jie Qin.
• Master’s research: Nanjing University of Information Science and Technology (NUIST). Advisor: Prof. Yuan Zhou.

Research Interests

• 3D Generation & Editing
• Hand Reconstruction & Pose Estimation
• Embodied Intelligence & World Model
• Video Understanding

Industry Experience

• Sep. 2025 - Jan. 2026: Algorithm Intern, Lenovo Research, Beijing HQ.
  • CTOO Human-centered Innovation Intelligence and Insights.
  • Worked on hand-eye intent interaction understanding and pose estimation algorithms.

Publications

ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation

Yuan Zhou, Shilong Jin, Litao Hua, Wanjun Lv, Haoran Duan, and Jungong Han. "ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation." IEEE Transactions on Image Processing, 2026.

Dual Semantic-Controlled Conversion of Virtual to Real Images for Maritime Unmanned Boats

Fan Liu, Qihiang Wang, Yifan Zhu, Lei Xiang, Shilong Jin, and Yuan Zhou. "Dual Semantic-Controlled Conversion of Virtual to Real Images for Maritime Unmanned Boats." Control Engineering, 2026.

ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding

Yuan Zhou, Litao Hua, Shilong Jin, Wentao Huang, and Haoran Duan. "ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding." AAAI, 2026.

Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting

Shilong Jin, Haoran Duan, Litao Hua, Wentao Huang, and Yuan Zhou. "Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting." AAAI, 2026.

ZeroDINO: Entropy-Driven Granularity-Aware Semantic Fusion for Zero-Shot Learning

Zhixuan Deng, Yifan Zhu, Lei Xiang, Shilong Jin, Haoran Duan, Yang Long, and Yuan Zhou. "ZeroDINO: Entropy-Driven Granularity-Aware Semantic Fusion for Zero-Shot Learning." MMM, 2026.

Patent

• 2025.05.27: 一种增强视角一致性的零样本3D生成方法. Chinese Invention Patent. Inventors: Yuan Zhou, Shilong Jin.

Collaborators and Advisors

• Ph.D. Advisor: Jie Qin, NUAA.
• Master’s Advisor: Yuan Zhou, NUIST.
• Close collaborator: Haoran Duan, Tsinghua University.
• Labmates: Litao Hua, Wentao Huang, Zhixuan Deng, Lei Xiang, Yifan Zhu.