Jin, Hongwei
- Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context Learning
2024/07/24 by Jin, Hongwei, Papadimitriou, George, Raghavan, Krishnan +5 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Orthogonal Gromov-Wasserstein Discrepancy with Efficient Lower Bound
2022/05/12 by Jin, Hongwei, Yu, Zishun, Zhang, Xinhua · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling
2025/05/29 by Jadhav, Prachi, Jin, Hongwei, Deelman, Ewa +1 · 2 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- GridMind: LLMs-Powered Agents for Power System Analysis and Operations
2025/09/02 by Hongwei Jin, Kibaek Kim, Jin, Hongwei +3 · 3 citations
Engineering · Computer Science · #Optimal Power Flow Distribution #Multimodal Machine Learning Applications #Smart Grid Security and Resilience
- Physics-Informed Heterogeneous Graph Neural Networks for DC Blocker Placement
2024/05/16 by Jin, Hongwei, Balaprakash, Prasanna, Zou, Allen +5 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering