Romain Lepert

According to our database, Romain Lepert authored at least 5 papers between 2019 and 2024.

Collaborative distances:

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

2024

NeuroSteiner: A Graph Transformer for Wirelength Estimation.

Sahil Manchanda, Dana Kianfar, Markus Peschl, Romain Lepert, Michaël Defferrard

CoRR, 2024

2022

Bayesian Optimization for Macro Placement.

ChangYong Oh, Roberto Bondesan, Dana Kianfar, Rehan Ahmed, Rishubh Khurana, Payal Agarwal, Romain Lepert, Mysore Sriram, Max Welling

CoRR, 2022

2020

Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining.

Anthony Surleraux, Romain Lepert, Jean-Philippe Pernot, Pierre Kerfriden, Samuel Bigot

J. Comput. Inf. Sci. Eng., 2020

Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization.

Ioannis Gatopoulos, Romain Lepert, Auke J. Wiggers, Giovanni Mariani, Jakub M. Tomczak

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Simulating Execution Time of Tensor Programs using Graph Neural Networks.

Jakub M. Tomczak, Romain Lepert, Auke J. Wiggers

CoRR, 2019