Selected Publications

Self-evolving AI agent for climate-science workflows.

Zijie Guo, Jiong Wang, Fenghua Ling, Wangxu Wei, Xiaoyu Yue, Zhe Jiang, Wanghan Xu, Jing-Jia Luo, Lijing Cheng, Yoo-Geun Ham, Fengfei Song, Pierre Gentine, Toshio Yamagata, Ben Fei, Wenlong Zhang, Xinyu Gu, Chao Li, Yaqiang Wang, Tao Chen, Wanli Ouyang, Bowen Zhou, Lei Bai

Agent workflow design and climate-science reasoning evaluation.

• AI4Earth
• Agent workflow

↗ Project ▶ Demo

Related project

Large-scale, multi-view 3D human pose dataset and benchmark under real-world conditions.

Jiong Wang, Fengyu Yang, Wenbo Gou, Bingliang Li, Danqi Yan, Ailing Zeng, Yijun Gao, Junle Wang, and Ruimao Zhang

Lead author; dataset construction, benchmark design, and evaluation.

• 11M frames
• 8 smartphones
• 40 subjects

📄 Paper ↗ Project ▣ Data ▣ OpenDataLab ⌘ Code

Related project

Instruction-tuning dataset, framework, and benchmark for multimodal large language models.

Zhenfei Yin, Jiong Wang, Jianjian Cao, Zhelun Shi, Dingning Liu, Mukai Li, Xiaoshui Huang, Zhiyong Wang, Lu Sheng, Lei Bai, et al.

Core contributor for multimodal instruction data, benchmark design, and framework development.

• 2D + 3D
• Dataset
• Benchmark

📄 Paper ↗ Project ⌘ Code ▣ Data ◇ Model Weights

Related project

Transformer-based weakly supervised object localization with implicit spatial calibration.

Haotian Bai, Ruimao Zhang, Jiong Wang, and Xiang Wan

Co-author; vision representation and localization research.

• WSOL
• Transformer

📄 Paper ⌘ Code

Reinforcement learning for flexible exposure bracketing selection in HDR imaging.

Zhouxia Wang, Jiawei Zhang, Mude Lin, Jiong Wang, Ping Luo, and Jimmy Ren

Co-author; low-level vision and HDR imaging research.

• HDR imaging
• RL agent

📄 Paper ↗ CVF