John M. Gregoire
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2011–2024
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AAAI | Conformal Crystal Graph Transformer with Robust Encoding of Periodic Invariance. | Yingheng Wang, Shufeng Kong, John M. Gregoire, Carla P. Gomes |
| 2023 | ICMLA | Physically Informed Graph-Based Deep Reasoning Net for Efficient Combinatorial Phase Mapping. | Yimeng Min, Ming-Chiang Chang, Shufeng Kong, John M. Gregoire, R. Bruce van Dover, Michael O. Thompson, Carla P. Gomes |
| 2020 | ICML | Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning. | Di Chen, Yiwei Bai, Wenting Zhao, Sebastian Ament, John M. Gregoire, Carla P. Gomes |
| 2019 | ICASSP | Imitation Refinement for X-ray Diffraction Signal Processing. | Junwen Bai, Zihang Lai, Runzhe Yang, Yexiang Xue, John M. Gregoire, Carla P. Gomes |
| 2018 | CPAIOR | An Efficient Relaxed Projection Method for Constrained Non-negative Matrix Factorization with Application to the Phase-Mapping Problem in Materials Science. | Junwen Bai, Sebastian Ament, Guillaume Perez, John M. Gregoire, Carla P. Gomes |
| 2017 | AAAI | Phase-Mapper: An AI Platform to Accelerate High Throughput Materials Discovery. | Yexiang Xue, Junwen Bai, Ronan Le Bras, Brendan Rappazzo, Richard Bernstein, Johan Bjorck, Liane Longpre, Santosh K. Suram, Robert Bruce van Dover, John M. Gregoire, Carla P. Gomes |
| 2017 | CPAIOR | Relaxation Methods for Constrained Matrix Factorization Problems: Solving the Phase Mapping Problem in Materials Discovery. | Junwen Bai, Johan Bjorck, Yexiang Xue, Santosh K. Suram, John M. Gregoire, Carla P. Gomes |
| 2015 | AAAI | Pattern Decomposition with Complex Combinatorial Constraints: Application to Materials Discovery. | Stefano Ermon, Ronan Le Bras, Santosh K. Suram, John M. Gregoire, Carla P. Gomes, Bart Selman, Robert Bruce van Dover |
| 2014 | AAAI | Challenges in Materials Discovery - Synthetic Generator and Real Datasets. | Ronan Le Bras, Richard Bernstein, John M. Gregoire, Santosh K. Suram, Carla P. Gomes, Bart Selman, R. Bruce van Dover |
| 2011 | CP | Constraint Reasoning and Kernel Clustering for Pattern Decomposition with Scaling. | Ronan LeBras, Theodoros Damoulas, John M. Gregoire, Ashish Sabharwal, Carla P. Gomes, R. Bruce van Dover |