I am currently working as an intern at Shanghai AI Lab. Previously, I worked closely with IEEE Fellow Prof. Yefeng Zheng, and I received my B.S. with honors in Computer Science from Shandong University in 2024.

My research interests include:

3D Vision: 3D reconstruction and 4D generation, visual generation of 4D physical world.
Artificial Intelligence and Physics: Artificial Intelligence learning based on physical concepts, artificial intelligence using learned physical scene representations.

If you have any shared research interests or topics you’d like to chat about, please feel free to email me. I am always happy to explore potential collaborations and/or engage in insightful conversations.

🔥 News

2025.06: 🎉🎉 One paper has been accepted by IROS 2025!
2025.04: 🎉🎉 One paper has been accepted by IJCNN 2025!
2024.06: 🎉🎉 Awarded BS Honors Student from Shandong University.

📝 Selected Publications

* indicates equal contribution

ArXiv

Hybrid Neural-MPM for Interactive Fluid Simulations in Real-Time

Jingxuan Xu*, Hong Huang*, Chuhang Zou, Manolis Savva, Yunchao Wei, Wuyang Chen

Paper | Project | Code

IROS 2025

Non-Overlap-Aware Egocentric Pose Estimation for Collaborative Perception in Connected Autonomy

Hong Huang, Dongkuan Xu, Hao Zhang, Peng Gao

Paper | Project | Code (IROS 2025 Oral Presentation)

ArXiv

IQE-CLIP: Instance-aware Query Embedding for Zero-/Few-shot Anomaly Detection in Medical Domain

Hong Huang, Weixiang Sun, Zhijian Wu, Jingwen Niu, Donghuan Lu, Xian Wu, Yefeng Zheng

Paper | Code

IJCNN 2025

Style-Consistent 3D Indoor Scene Synthesis with Decoupled Objects

Yunfan Zhang, Hong Huang, Zhiwei Xiong, Zhiqi Shen, Guosheng Lin, Hao Wang, Chan Hua Vun

Paper

BSPC

A fatty liver diseases classification network based on adaptive coordination attention with label smoothing

Hong Huang, Yong Liu, Qiuju Xiong, Yuanxiu Xing, Honglei Du

Paper

🎖 Honors and Awards

2024.06 BS Honors Student, Shandong University.
2024.01 Outstanding Graduate, Shandong University.

💻 Experience

2025.04 - Present, Research Intern, Mentor: Dongrui Liu@Shanghai AI Lab.
2024.09 - 2025.04, Research Intern, Advisor: Yefeng Zheng@Westlake University.
2024.10 - 2025.03, Remote Research Intern, Advisor: Peng Gao@North Carolina State University.

🖋️ Service

Conference Reviewer: ACMMM 2025, ICCV 2025