papers
Publications (6)
cs.NE2026
Evolutionary Ensemble of Agents
Zongmin Yu, Liu Yang
cs.LG2026
Agentic Symbolic Search: Characterizing PDEs Beyond Hand-crafted Expressions, Meshes, and Neural Networks
Zongmin Yu, Liu Yang
cs.AI2026
Self-Evolving Scientific Agent Discovers Generalizable Physically-Reasoned Fluid Control
Boai Sun, Wenjin Guo, Zongmin Yu +1
cs.LG2026
Graph In-Context Operator Networks for Generalizable Spatiotemporal Prediction
Chenghan Wu, Zongmin Yu, Boai Sun +1
cs.AI2024
Localized Zeroth-Order Prompt Optimization
Wenyang Hu, Yao Shu, Zongmin Yu +5
cs.AI2026
A foundation model of numerical intelligence with cross-disciplinary generalization
Chenghan Wu, Zongmin Yu, Liu Yang
The paper introduces UNICON, a foundation model that learns predictive relations from graph‑based numerical contexts and can apply this numerical intelligence across scientific and…
#numerical intelligence#foundation models#graph neural networks#in-context learning