Machine Learning

The Orchestration Gap: Why Process Automation Stalls in Operationally Complex Industries

arXiv

The Orchestration Gap: Why Process Automation Stalls in Operationally Complex Industries

Jiechao Gao, Yuandong Pan, Yuangang Li, Jie Wang, Kincho Law, Michael D. Lepech

Artificial Intelligence-Aided Digital Twin Design: A Systematic Review and Future Directions

Preprints 2026

Artificial Intelligence-Aided Digital Twin Design: A Systematic Review and Future Directions

Yuangang Li, Jiechao Gao, Nan Hao, Xinhe Xu, Kecheng Liu, Yingzhou Lu, Bohao Xu, Chenhao Li, Jintai Chen, Minjie Shen, Lulu Chen, Ling Yue, Yuanyuan Zhang, Zhuoyi Yang, Yuandong Pan, Fanping Sui, Ying Zhang, Xiyang Hu, Xiao Wang, Jie Wang, Michael Lepech, Yue Zhao

Clusters are All You Need: Pre-Training the Tsetlin Machine with Semantic Clusters from Language Models for Interpretability

arXiv

Clusters are All You Need: Pre-Training the Tsetlin Machine with Semantic Clusters from Language Models for Interpretability

Jiechao Gao, Rohan Kumar Yadav, Yuangang Li, Yuandong Pan, Jie Wang, Ying Liu, Michael D. Lepech

H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications

Nature AI’26

H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications

Jiechao Gao*, Yuangang Li*, Jie Wang, Yue Zhao, Michael Lepech, Brad Campbell

NLP-ADBench: NLP Anomaly Detection Benchmark

EMNLP 2025 Findings

NLP-ADBench: NLP Anomaly Detection Benchmark

Yuangang Li, Jiaqi Li, Zhuo Xiao, Tiankai Yang, Yi Nian, Xiyang Hu, Yue Zhao

AD-LLM: Benchmarking Large Language Models for Anomaly Detection

ACL 2025 Findings

AD-LLM: Benchmarking Large Language Models for Anomaly Detection

Tiankai Yang, Yi Nian, Li Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan A. Rossi, Kaize Ding, Xia Hu, Yue Zhao

Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement

SSTDM 2024

Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinement

Jiechao Gao, Yuangang Li, Syeda Faiza Ahmed

FedMetaMed: Federated Meta-Learning for Personalized Medication in Distributed Healthcare Systems

BIBM 2024

FedMetaMed: Federated Meta-Learning for Personalized Medication in Distributed Healthcare Systems

Jiechao Gao, Yuangang Li

FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning

ACM MM 2024

FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning

Junkang Liu, Fanhua Shang, Yuanyuan Liu, Hongying Liu, Yuangang Li, YunXiang Gong