Michael D. Lepech

According to our database, Michael D. Lepech authored at least 12 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines.

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

CoRR, April, 2026

Large Language Models Based In-Context Learning for Early Stage Building Life Cycle Assessment.

Hyeyun Eunice Jung, Muran Yu, Jie Wang, Kincho Law, Michael D. Lepech

Proceedings of the 59th Hawaii International Conference on System Sciences, 2026

2025

TranSimHub:A Unified Air-Ground Simulation Platform for Multi-Modal Perception and Decision-Making.

Maonan Wang, Yirong Chen, Yuxin Cai, Aoyu Pang, Yuejiao Xie, Zian Ma, Chengcheng Xu, Kemou Jiang, Ding Wang, Laurent Roullet, Chung Shue Chen, Zhiyong Cui, Yuheng Kan, Michael D. Lepech, Man-On Pun

CoRR, October, 2025

Ontology-based Adaptive Knowledge System (OAKS): Adaptive and Consistent Knowledge Acquisition through LLMs for Diverse User Backgrounds.

Muran Yu, Jie Wang, Yirong Chen, Michael D. Lepech, Ying Liu, Kincho H. Law

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

2024

Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies.

Maonan Wang, Yirong Chen, Yuheng Kan, Chengcheng Xu, Michael D. Lepech, Man-On Pun, Xi Xiong

IEEE Trans. Intell. Transp. Syst., December, 2024

BioSys: Efficient Quality Control System for Manufacturing of Sustainable Biopolymer Composites.

Barney H. Miao, Yiwen Dong, Andreas Theissler, Andrew C. Lesh, David J. Loftus, Michael D. Lepech

Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, 2024

2023

Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting.

Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers.

Hanwen Hu, Yirong Chen, Jingchao Ouyang, Shiyou Qian, Jian Cao, Han Han, Jie Wang, Michael D. Lepech

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Augmenting High-dimensional Nonlinear Optimization with Conditional GANs.

Pouya Rezazadeh Kalehbasti, Michael D. Lepech

CoRR, 2021

Augmenting high-dimensional nonlinear optimization with conditional GANs.

Pouya Rezazadeh Kalehbasti, Michael D. Lepech, Samarpreet Singh Pandher

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks.

Shuhui Qu, Yirong Chen, Jürgen Jasperneite, Michael D. Lepech, Jie Wang

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2019

Probabilistic Design of Sustainable Reinforced Concrete Infrastructure Repairs Using SIPmath.

Melissa Zirps, Michael D. Lepech, Sam L. Savage

Proceedings of the 2019 Winter Simulation Conference, 2019