Xiaoxing Hu|胡霄星

I am a Ph.D. student in a joint program between Shanghai Jiao Tong University and Shanghai Innovation Institute starting in 2026, advised by Assistant Professor Xue Yang at Shanghai Jiao Tong University. I received my M.S. in Information and Communication Engineering from Beijing Institute of Technology, and my B.Eng. in Automation from Central South University. My previous research interests include foundation vision models and their applications in remote sensing, cross-modal representation and alignment, and audio-video understanding and evaluation.

My current research focuses on AI Agents, spanning data pipelines, framework design, evaluation methods, and model optimization.

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Portrait of Xiaoxing Hu

News
Selected Publications

Featured work is highlighted. For the full list of publications, please refer to Google Scholar.


EvaOmni overview figure EvaOmni: An Evidence-Grounded Benchmark for Audio-Visual Reasoning
Xiaoxing Hu, Wenxi Yao, Chaoyuan Shi, Ziqi Ye, Xiaorong Guo, Peixuan Li, Zhuoran Sun, Ziyang Gong, Peiyuan Zhang, Mingxin Liu, Shuran Ma, Hongbo Liu, Xiaomin Yu, Yu Tian, Wentao Wang, Zhenjie Yang, Jian Hu, Yunhang Shen, Haoyu Cao, Xue Yang
Project  /  Code  /  Paper
Under Review First Author
ProCLIP framework overview ProCLIP: Progressive Vision-Language Alignment via LLM-based Embedder
Xiaoxing Hu, Kaicheng Yang, Ziyang Gong, Qi Ming, Zonghao Guo, Yu Tian, Xiang An, Ziyong Feng, Xue Yang
Code  /  Paper
NeurIPS 2026 (Spotlight) CCF-A First Author
Earth-Adapter architecture figure Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation
Xiaoxing Hu, Ziyang Gong, Yupei Wang, Yuru Jia, Fei Lin, Dexiang Gao, Ke An, Jianhong Han, Zhuoran Sun, Gen Luo, Xue Yang
Code  /  Paper
AAAI 2026 CCF-A Co-First Author
DeGLA framework overview Decoupled Global-Local Alignment for Improving Compositional Understanding
Xiaoxing Hu, Kaicheng Yang, Jun Wang, Haoran Xu, Ziyong Feng, Yupei Wang
Project  /  Code  /  Paper
ACM MM 2025 CCF-A Co-First Author
IJCV paper overview Boosting Domain Generalization in Remote Sensing Image Segmentation via Style Mapping and General Prototypical Contrast
Yupei Wang, Xiaoxing Hu, Yongkang Hu, Zhuoran Sun, Shanghang Zhang, Liang Chen
Paper
IJCV 2025 CCF-A Student First Author

Education

Shanghai Jiao Tong University logo
Ph.D. Student · Shanghai Jiao Tong University
2026.09 – Present
Advisor: Assistant Professor Xue Yang
Shanghai Innovation Institute logo
Ph.D. Student · Shanghai Innovation Institute (Joint Program)
2026.09 – Present
Beijing Institute of Technology logo
M.S. · Beijing Institute of Technology, Information and Communication Engineering
2023.09 – 2026.06
Information and Communication Engineering
Central South University logo
B.Eng. · Central South University, Automation
2019.09 – 2023.06
Automation

Internship

Tencent Youtu Lab · Research Intern, ShenNong Research Center
2025.12 – 2026.09
Worked on omni-modal model development: designed and built an automated evaluation system, contributed to dataset evaluation and cleaning, and wrote and submitted one paper (under review).
DeepGlint · Research Intern, Foundation Model Group
2025.06 – 2025.10
Conducted research on multimodal retrieval foundation models; one first-authored paper was accepted to NeurIPS 2026 as a Spotlight.

Honors & Awards

  • 2026.06 Xu Teli Scholarship Candidate (6 graduate students selected university-wide)
  • 2025.10 National Scholarship
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