Romain Lepert

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Optimization Process

Graph Representation

Bayesian Decision

Top Venues

J. Comput. Inf. Sci. Eng.

Publications

Sahil Manchanda, Dana Kianfar, Markus Peschl, Romain Lepert, Michaël Defferrard
NeuroSteiner: A Graph Transformer for Wirelength Estimation. CoRR (2024)
ChangYong Oh, Roberto Bondesan, Dana Kianfar, Rehan Ahmed, Rishubh Khurana, Payal Agarwal, Romain Lepert, Mysore Sriram, Max Welling
Bayesian Optimization for Macro Placement. CoRR (2022)
Ioannis Gatopoulos, Romain Lepert, Auke Wiggers, Giovanni Mariani, Jakub M. Tomczak
Evolutionary Algorithm with Non-parametric Surrogate Model for Tensor Program optimization. CEC (2020)
Anthony Surleraux, Romain Lepert, Jean-Philippe Pernot, Pierre Kerfriden, Samuel Bigot
Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining. J. Comput. Inf. Sci. Eng. 20 (3) (2020)
Jakub M. Tomczak, Romain Lepert, Auke Wiggers
Simulating Execution Time of Tensor Programs using Graph Neural Networks. CoRR (2019)