Hi! I am a second-year Ph.D. student at College of Computer Science and Technology, Zhejiang University, supervised by Prof. Dahua Lin. I also work closely with Tong Wu and Ziwei Liu. Prior to this, I earned my Bachelor’s degree from School of Artificial Intelligence, Nanjing University in 2023.

My research interest includes 3D generation and pose estimation. I have published papers with total google scholar citations .

🔥 News

• 2024.09:  🎉🎉 One paper accepted to ECCV 2024.
• 2023.07:  🎉🎉 We are organizing OmniObject3D Challenge, hosted by AI for 3D Content Creation Workshop on ICCV 2023.

📝 Publications

ECCV 2024

Omni6D: Large-Vocabulary 3D Object Dataset for Category-Level 6D Object Pose Estimation [ECCV 2024]

Mengchen Zhang, Tong Wu, Tai Wang, Tengfei Wang, Ziwei Liu, Dahua Lin 

[Paper]  [Video]  [Code]  [Data]

IDArb: Intrinsic Decomposition for Arbitrary Number of Input Views and Illuminations [ICLR 2024]

Zhibing Li, Tong Wu, Jing Tan, Mengchen Zhang, Jiaqi Wang, Dahua Lin

[Project]  [Paper]  [Code]  [Data]

FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models [NeurIPS 2024 (Datasets and Benchmarks Track)]

Tong Wu, Yinghao Xu, Ryan Po, Mengchen Zhang, Guandao Yang, Jiaqi Wang, Ziwei Liu, Dahua Lin, Gordon Wetzstein

[Project]  [Paper]  [Code]  [Data]

LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation [Arxiv 2024]

Shuai Yang, Jing Tan, Mengchen Zhang, Tong Wu, Yixuan Li, Gordon Wetzstein, Ziwei Liu, Dahua Lin

[Project]  [Paper]  [Code] 

Tailor3D: Customized 3D Assets Editing and Generation with Dual-Side Images [Arxiv 2024]

Zhangyang Qi, Yunhan Yang, Mengchen Zhang, Long Xing, Xiaoyang Wu, Tong Wu, Dahua Lin, Xihui Liu, Jiaqi Wang, Hengshuang Zhao

[Project]  [Paper]  [Code] 

Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases [Arxiv 2023]

Zhangyang Qi, Ye Fang, Mengchen Zhang, Zeyi Sun, Tong Wu, Ziwei Liu, Dahua Lin, Jiaqi Wang, Hengshuang Zhao

[Project]  [Paper] 

Image data augmentation for deep learning: A survey [Arxiv 2022]

Suorong Yang, Weikang Xiao, Mengchen Zhang, Suhan Guo, Jian Zhao, Furao Shen

📖 Educations

• 2023.09 - Present, Ph.D. in College of Computer Science and Technology, Zhejiang University.
• 2019.09 - 2023.06, B.Sc. in School of Artificial Intelligence, Nanjing University.

🎖 Honors and Awards

• 2022.09, National Scholarship

🎉 Misc

• Graduated from Suzhou High School
• BIng 🧊 is both my best friend and collaborator. Wish her all the best and good luck!