Search Results for author: Jinpei Guo

Found 2 papers, 2 papers with code

GMTR: Graph Matching Transformers

1 code implementation14 Nov 2023 Jinpei Guo, Shaofeng Zhang, Runzhong Wang, Chang Liu, Junchi Yan

Meanwhile, on Pascal VOC, QueryTrans improves the accuracy of NGMv2 from $80. 1\%$ to $\mathbf{83. 3\%}$, and BBGM from $79. 0\%$ to $\mathbf{84. 5\%}$.

 Ranked #1 on Graph Matching on PASCAL VOC (matching accuracy metric)

Graph Attention Graph Matching +2

G4SATBench: Benchmarking and Advancing SAT Solving with Graph Neural Networks

1 code implementation29 Sep 2023 Zhaoyu Li, Jinpei Guo, Xujie Si

Graph neural networks (GNNs) have recently emerged as a promising approach for solving the Boolean Satisfiability Problem (SAT), offering potential alternatives to traditional backtracking or local search SAT solvers.

Benchmarking

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