Gaoge Han

🤓About Me

I am a PhD student at MBZUAI, advised by Prof. Tongliang Liu. Previously, I was a research assiatant at City University of Hong Kong, supervised by Prof. Kede Ma. Before this, I was a research intern at Tencent AI Lab, supervised by Dr. Shaoli Huang.

My research topic is AI, with a particular focus on Video quality evaluation, 3D Human motion generation and Hand Pose estimation. Previously, I focused on high-level vision, e.g., object detection/segmentation and computer vision in agriculture.

👣Research Experience

• 2024.10 - 2025.08: Research Assistant, City University of Hong Kong.
• 2024.05 - 2024.09: Research Intern, Tencent AI Lab.

🔥 News

• 2025.02   🎉An invention patent application has been granted by the Chinese Patent Office.
• 2025.02   🎉I have received a 2025 Fall PhD offer in Machine Learning from MBZUAI.
• 2024.09   🎉🎉Two papers are accepted by WACV 2025 in Round 1 (acceptance rate 12%).
• 2024.09   I will start a Research Assistant at City University of Hong Kong, see you in Hong Kong.
• 2024.05   I will start a Research Intern at Tencent AI Lab, See you in Shenzhen.
• 2024.05   HuTuMotion was selected for The 8th Shaanxi Province Graduate Student Innovation Achievement Exhibition.
• 2024.05   My graduation thesis received the highest blind review score in my department (98 91 90).
• 2024.04  🎉 One paper is accepted by Pattern Recognition (SCI Distinct 1 Top, CCF-B).
• 2024.03   HuTuMotion is accepted by VALSE 2024 Poster, see you in chongqing.
• 2023.12  🎉 One paper is accepted by AAAI 2024 (CCF-A).

📝 Selected Publications

• ReinDiffuse: Crafting Physically Plausible Motions with Reinforced Diffusion Model
  Gaoge Han, Mingjiang Liang, Jinglei Tang,yongkang cheng, Wei Liu, Shaoli Huang
  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025, appear soon)
• Conditional GAN for Enhancing Diffusion Models in Efficient and Authentic Global Gesture Generation from Audio
  Yongkang Cheng, Mingjiang Liang, Shaoli Huang, Gaoge Han, Jifeng Ning, Wei Liu
  IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025, appear soon)
• SIAM: A Parameter-free, Spatial Intersection Attention Module
  Gaoge Han, Shaoli Huang, Fang Zhao, Jinglei Tang
  Pattern Recognition (PR)
• ExpGest: Expressive Full-Body Gesture Generation Using Diffusion Model and Hybrid Audio-Text Guidance
  Yongkang Cheng, Mingjiang liang, Shaoli Huang, Gaoge Han, Wei Liu, Jifeng Ning
  IEEE International Conference on Multimedia & Expo (ICME 2024, appear soon)
• HuTuMotion: Human-Tuned Latent Motion Diffusion Models with Minimal Feedback
  Gaoge Han, Shaoli Huang, Mingming Gong, Jinglei Tang
  AAAI Conference on Artificial Intelligence (AAAI 2024)

🏅 Honors and Awards

• 2024.6 Northwest A&F University Outstanding Graduate Dissertation (8/127).
• 2024.5 Northwest A&F University Outstanding Graduate (1/127).

👀 Services

Conference Reviewers

• International Conference on Learning Representations (ICLR) 2025
• IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025