I received my Bachelor's degree in Software Engineering from the College of Computer Science and Software Engineering, Hohai University, where I conducted research training under the guidance of Professor Fan Liu (刘凡) and Ph.D. student Liang Yao (姚亮) in the AIM Group. I am currently pursuing my Master's degree at the PALM Lab, School of Computer Science and Engineering, Southeast University, under the supervision of Professor Min-ling Zhang (张敏灵) and Professor Shimin Di (邸世民) . My current research interests include LLM Agent and Remote Sensing.
🔥 News
- 2025.11: One paper is accepted by AAAI 2026
- 2025.11: One paper is accepted by AAAI 2026 Demo
- 2025.08: One paper is accepted by ACM MM 2025 Dataset Track
- 2025.07: My thesis was awarded First Prize by Undergraduate Thesis Encouragement Program of JSIACS
- 2025.07: One paper is accepted by PAA
📕 Publications
LLM Agent
RobustFlow: Towards Robust Agentic Workflow Generation [paper] [code]
Shengxiang Xu, Jiayi Zhang, Shimin Di, Yuyu Luo, Liang Yao, Hanmo Liu, Jia Zhu, Fan Liu, Min-Ling Zhang
Arxiv Preprint
Remote Sensing
RemoteReasoner: Towards Unifying Geospatial Reasoning Workflow [paper]
Liang Yao, Fan Liu, Hongbo Lu, Chuanyi Zhang, Rui Min, Shengxiang Xu, Shimin Di, Pai Peng
The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026)
RemoteTrimmer: Adaptive Structural Pruning for Remote Sensing Image Classification [paper]
Guangwenjie Zou, Liang Yao, Fan Liu, Chuanyi Zhang, Xin Li, Ning Chen, Shengxiang Xu, Jun Zhou
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025)
UEMM-Air: Enable UAVs to Undertake More Multi-modal Tasks [paper]
Liang Yao, Fan Liu, Shengxiang Xu, Chuanyi Zhang, Xing Ma, Jianyu Jiang, Zequan Wang, Shimin Di, Jun Zhou
33rd ACM International Conference on Multimedia (ACM MM 2025 Dataset Track)
AirNavigation: Let UAV Navigation Tell Its Own Story
Jianyu Jiang, Zequan Wang, Liang Yao, Shengxiang Xu, Fan Liu
The 40th Annual AAAI Conference on Artificial Intelligence (AAAI 2026 Demo Track)
Multi-stage Bayesian Prototype Refinement with feature weighting for few-shot classification [paper]
Wei Xu, Xiaocong Zhou, Shengxiang Xu, Fan Liu, Chuanyi Zhang, Feifan Li, Wenwen Cai, Jun Zhou
Pattern Analysis and Applications (PAA)
AI for Science
Unifying Large Language Models and Knowledge Graphs for Poultry Diseases Diagnosis [paper]
Shengxiang Xu, Liang Yao, Chenyu Huang, Guoxin Jiang, Fan Liu
Chinese Conference on Biometric Recognition (CCBR 2024)
🥇 Honors and Awards
- 2025.07 First Prize, Undergraduate Thesis Encouragement Program of JSIACS[Certificate]
- 2025.06 Outstanding Undergraduate Thesis of Hohai University[Certificate]
- 2025.06 Silver Medal, Jiangsu Collegiate Programming Contest
- 2024.06 Top 100 Outstanding Students of Hohai University[Certificate]
- 2024.04 Finalist Award, Mathematical Contest in Modeling(MCM/ICM)[Certificate]
- 2024.01 Bronze Medal, ICPC Asia-East Continent Final Contest(EC-Final)[Certificate]
- 2023.12 First Prize, Global Campus AI Algorithm Elite Competition National Finals[Certificate]
- 2023.12 Silver Medal, ICPC Asia Regional Contest Jinan Site[Certificate]
- 2023.10 Bronze Medal, CCPC Qinhuangdao Site[Certificate]
- 2023.10 Silver Medal, ICPC Asia Regional Contest Xi'an Site[Certificate]
- 2023.08 Silver Medal, Jiangsu Collegiate Programming Contest[Certificate]
- 2022.04 Huawei Intelligent Base Scholarship[Certificate]
💡 Education
- 2025.09 - 2028.06, Master, Southeast University, Nanjing.
- 2021.09 - 2025.06, Bachelor, Hohai Univeristy, Nanjing.