Publications

Youcheng Zong, Runda Jia, Kang Li, Dazhan Xue, Liqiang Zhang, Dakuo He (2026). LLM-Driven Human-AI Collaborative Decision Support System for Complex Industrial Processes: A Case Study in Metallurgy. Neural Networks.
DOI
Youcheng Zong, Runda Jia, Minxuan Hu, Weilan Su, Dakuo He (2026). Widest-Path Reachability Fields for Connectivity-Preserving Slender Structure Segmentation. arXiv.
arXiv Code
Youcheng Zong, Runda Jia, Ranmeng Lin, Mingxuan Ren, Dakuo He (2026). Open-Ended Scenario Reasoning for Specialist Model Adaptation. arXiv.
arXiv Code
Youcheng Zong, Runda Jia, Mingxuan Ren, Dakuo He (2026). LLM-Guided Task-Semantic Field Factorization for Industrial Process Forecasting. arXiv.
arXiv
Youcheng Zong, Runda Jia, Dakuo He (2026). LLM-Guided Measurement Credibility Correction for Trustworthy Industrial Process Inference. arXiv.
arXiv
Weilan Su, Youcheng Zong, Runda Jia, Jian Qin, Ming Li (2026). Zero-Shot Capillary Segmentation in Dermoscopy Images via SAM2: A Case Study on Oral Mucosa. JBHI.
DOI
Youcheng Zong, Runda Jia, Shuai Wu, Liqiang Zhang, Dakuo He (2025). A meta-contrastive learning hybrid model for adaptive temperature trend prediction in variable ladle preheating. EAAI.
DOI
Yi Nian, Chaojie Zhang, Xinyu Tang, Youcheng Zong, Jiale Li, Liqiang Zhang, Yingxue Wang (2025). XGBoost and CNN-based prediction of external forces and stress-strain during solidification reduction in casting. PNSMI.
DOI
Yi Nian, Xinyu Tang, Youcheng Zong, Shaowei Hu, Chaojie Zhang, Haichuan Wang, Liqiang Zhang (2025). Investigation of the Mechanism of Central Crack Formation During the Solidification and Reduction Process of GCr15 Bearing Steel. MMTB.
DOI
Yi Nian, Youcheng Zong, Chaojie Zhang, Xinyu Tang, Jiale Li, Liqiang Zhang (2025). Influence of heavy reduction during solidification process of billets based on 3D reconstruction of dendrites. JISRI.
DOI