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Adding hypop from Nature Machine Intelligence #28

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Adding hypop from Nature Machine Intelligence #28

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12 changes: 12 additions & 0 deletions README.md
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Expand Up @@ -581,6 +581,10 @@ We mark work contributed by [Thinklab](http://thinklab.sjtu.edu.cn) with ⭐.

*Sanokowski, Sebastian and Hochreiter, Sepp and Lehner, Sebastian*

13. **Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks** Nature Machine Intelligence, 2024. [paper](https://arxiv.org/abs/2311.09375), [code](https://github.com/nasheydari/HypOp)

*Nasimeh Heydaribeni, Xinrui Zhan, Ruisi Zhang, Tina Eliassi-Rad, Farinaz Koushanfar*

### [Vehicle Routing Problem](#content)

1. **Learning to Perform Local Rewriting for Combinatorial Optimization.** NeurIPS, 2019. [paper](https://arxiv.org/abs/1810.00337), [code](https://github.com/facebookresearch/neural-rewriter)
Expand Down Expand Up @@ -851,6 +855,10 @@ We mark work contributed by [Thinklab](http://thinklab.sjtu.edu.cn) with ⭐.

*Sanokowski, Sebastian and Hochreiter, Sepp and Lehner, Sebastian*

19. **Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks** Nature Machine Intelligence, 2024. [paper](https://arxiv.org/abs/2311.09375), [code](https://github.com/nasheydari/HypOp)

*Nasimeh Heydaribeni, Xinrui Zhan, Ruisi Zhang, Tina Eliassi-Rad, Farinaz Koushanfar*

### [Generalization](#content)

1. **It's Not What Machines Can Learn It's What We Cannot Teach** ICML, 2020. [paper](http://proceedings.mlr.press/v119/yehuda20a/yehuda20a.pdf)
Expand Down Expand Up @@ -1244,6 +1252,10 @@ Knapsack,A Pointer Network Based Deep Learning Algorithm for 0-1 Knapsack Probl

*Yang Li, Xinyan Chen, Wenxuan Guo, Xijun Li, Wanqian Luo, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Junchi Yan*

31. **Distributed Constrained Combinatorial Optimization leveraging Hypergraph Neural Networks** Nature Machine Intelligence, 2024. [paper](https://arxiv.org/abs/2311.09375), [code](https://github.com/nasheydari/HypOp)

*Nasimeh Heydaribeni, Xinrui Zhan, Ruisi Zhang, Tina Eliassi-Rad, Farinaz Koushanfar*

### [Max Clique](#content)

1. **Can Hybrid Geometric Scattering Networks Help Solve the Maximum Clique Problem** NeurIPS, 2022. [paper](https://openreview.net/forum?id=uxc8hDSs_xh), [code](https://github.com/yimengmin/geometricscatteringmaximalclique)
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