MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning

Author:

Sun Yu1ORCID,Wang Kai2ORCID,Hu Zhipeng2ORCID,Wu Runze2ORCID,Wu Yaoxin3ORCID,Song Wen1ORCID,Shen Xudong2ORCID,Lv Tangjie2ORCID,Fan Changjie2ORCID

Affiliation:

1. Shandong University, Qingdao, Shandong, China

2. Fuxi AI Lab, NetEase Inc., Hangzhou, Zhejiang, China

3. Eindhoven University of Technology, Eindhoven, Netherlands

Funder

National Science Foundation of China

Shandong Provincial Natural Science Foundation

Publisher

ACM

Reference52 articles.

1. Strong mixed-integer programming formulations for trained neural networks

2. Multimodal Machine Learning: A Survey and Taxonomy

3. Machine learning for combinatorial optimization: A methodological tour d’horizon

4. Ksenia Bestuzheva Mathieu Besanccon Wei-Kun Chen Antonia Chmiela Tim Donkiewicz Jasper van Doornmalen Leon Eifler Oliver Gaul Gerald Gamrath Ambros Gleixner et al. 2021. The SCIP optimization suite 8.0. arXiv preprint arXiv:2112.08872 (2021).

5. Rank Analysis of Incomplete Block Designs: I. The Method of Paired Comparisons

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