👀 About Me

Hello! I’m a second-year M.S. student at Nanjing University of Information Science and Technology (NUIST), under the supervision of Prof. Yuan Zhou. I am closely working with Haoran Duan in Tsinghua University. My research interests include image and 3D generation, multimodal large models, and video understanding.

🔥 News

• 2026.05:   I joined the Douyin Recommendation Algorithm Team at ByteDance as an Algorithm Intern.
• 2026.05:   🎉 ReaSon was selected as a poster at VALSE 2026, and I was selected as a Featured Corner curator.
• 2026.04:   🎉 ConsDreamer is accepted by IEEE Trans. on Image Processing (TIP).
• 2025.11:   🎉🎉 Two papers are accepted to AAAI 2026.
• 2025.04:   “Attention in diffusion models: A survey” is released on arXiv (under review).

📝 Publications

AAAI

ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding
Yuan Zhou (Supervisor), Litao Hua, Shilong Jin, Wentao Huang, Haoran Duan
AAAI'26. CCF-A
[Paper] [Code]

AAAI

Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting
Shilong Jin, Haoran Duan, Litao Hua, Wentao Huang, Yuan Zhou
AAAI'26. CCF-A
[Paper] [Code]

TIP

ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation
Yuan Zhou, Shilong Jin, Litao Hua, Wanjun Lv, Haoran Duan, Jungong Han
IEEE Trans. on Image Processing. CCF-A
[Paper] [Code]

arXiv

Attention in Diffusion Model: A Survey
Litao Hua, Fan Liu, Jie Su, Xingyu Miao, Zizhou Ouyang, Zeyu Wang, Runze Hu, Zhenyu Wen, Bing Zhai, Yang Long, Haoran Duan, Yuan Zhou
[Paper]

💼 Internships

ByteDance
Douyin Recommendation Algorithm Team
Algorithm Intern · May 2026 – Present
Recommendation Algorithms

Shanghai AI Lab
System Platform Center
Engineering Intern · Jan. 2026 – May 2026
Embodied Intelligence · Reinforcement Learning Computing Framework

Hikvision
Technical Intern · Feb. 2023 – May 2023
Security System Deployment and Maintenance for Government and Universities