Zixian Gao | University of Electronic Science and Technology of China

About Me

I am a senior student at the University of Electronic Science and Technology of China, majoring in Computer Science and Technology. I previously worked as a research assistant at Center of Future Media and was fortunate to be mentored by Prof. Xing Xu.

Research Interests

Computer Vision: Generative Models, World Simulation
Multimodal Learning: Vision Language Models, 3D Foundation Models

News

[Jul. 2024] Our paper about Mixture of Expert is accepted to ACM MM 2024.
[Mar. 2024] Our paper about Multimodal Fusion is accepted to ICME 2024.
[Feb. 2024] Our paper about Uncertainty Learning is accepted to CVPR 2024.

Publications

CVPR

Embracing Unimodal Aleatoric Uncertainty for Robust Multimodal Fusion

Zixian Gao*, Xun Jiang*, Xing Xu, Fumin Shen, Yujie Li, Heng Tao Shen

IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

PDF Code

ICME

Uncertainty-Debiased Multimodal Fusion: Learning Deterministic Joint Representation for Multimodal Sentiment Analysis

Zixian Gao, Xun Jiang, Hua Chen, Yujie Li, Yang Yang, Xing Xu

IEEE International Conference on Multimedia and Expo (ICME), 2024.

PDF Oral Presentation

ACM MM

Enhanced Experts with Uncertainty-Aware Routing for Multimodal Sentiment Analysis

Zixian Gao, Disen Hu, Xun Jiang, Huimin Lu, Heng Tao Shen, Xing Xu

ACM International Conference on Multimedia (ACM MM), 2024.

PDF Code

Experience

Center of Future Media, University of Electronic Science and Technology of China

Research Assistant
Mentor: Prof. Xing Xu