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11 Results
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Poster
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Computing all Optimal Partial Transports Abhijeet Phatak · Sharath Raghvendra · CHITTARANJAN TRIPATHY · Kaiyi Zhang |
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Poster
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Mon 7:30 |
Robust Scheduling with GFlowNets David Zhang · Corrado Rainone · Markus Peschl · Roberto Bondesan |
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Poster
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Graph-based Deterministic Policy Gradient for Repetitive Combinatorial Optimization Problems Zhongyuan Zhao · Ananthram Swami · Santiago Segarra |
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Poster
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Unsupervised Learning for Combinatorial Optimization Needs Meta Learning Haoyu Wang · Pan Li |
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Poster
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Learning to Generate Columns with Application to Vertex Coloring Yuan Sun · Andreas Ernst · Xiaodong Li · Jake Weiner |
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Poster
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Generalize Learned Heuristics to Solve Large-scale Vehicle Routing Problems in Real-time Qingchun Hou · Jingwei Yang · Yiqiang Su · Xiaoqing Wang · Yuming Deng |
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Poster
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Wed 2:30 |
Revocable Deep Reinforcement Learning with Affinity Regularization for Outlier-Robust Graph Matching Chang Liu · Zetian Jiang · Runzhong Wang · Lingxiao Huang · Pinyan Lu · Junchi Yan |
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Poster
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Neural DAG Scheduling via One-Shot Priority Sampling Wonseok Jeon · Mukul Gagrani · Burak Bartan · Weiliang Zeng · Harris Teague · Piero Zappi · Christopher Lott |
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Poster
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Mon 7:30 |
Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case Runzhong Wang · Li Shen · Yiting Chen · Xiaokang Yang · Dacheng Tao · Junchi Yan |
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Poster
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Tue 2:30 |
ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs Han Lu · Zenan Li · Runzhong Wang · Qibing Ren · Xijun Li · Mingxuan Yuan · Jia Zeng · Xiaokang Yang · Junchi Yan |
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Poster
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Tue 2:30 |
Backpropagation through Combinatorial Algorithms: Identity with Projection Works Subham Sahoo · Anselm Paulus · Marin Vlastelica Pogančić · Vít Musil · Volodymyr Kuleshov · Georg Martius |