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Poster
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NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search Yijian Qin · Ziwei Zhang · Xin Wang · Zeyang Zhang · Wenwu Zhu |
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Poster
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Tue 9:00 |
Efficient Architecture Search for Diverse Tasks Junhong Shen · Misha Khodak · Ameet Talwalkar |
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Workshop
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Training graph neural networks with policy gradients to perform tree search Matthew Macfarlane · Diederik Roijers · Herke van Hoof |
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Poster
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Thu 9:00 |
AutoST: Towards the Universal Modeling of Spatio-temporal Sequences Jianxin Li · Shuai Zhang · Hui Xiong · Haoyi Zhou |
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Expo Workshop
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DGL: Impactful graph neural networks: A Tale of Research and Productionization |
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Affinity Workshop
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Revisiting Graph Neural Network Embeddings Skye Purchase · yiren zhao · Robert Mullins |
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Poster
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Wed 9:00 |
Neural-Symbolic Entangled Framework for Complex Query Answering Zezhong Xu · Wen Zhang · Peng Ye · Hui Chen · Huajun Chen |
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Poster
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Thu 9:00 |
A Classification of $G$-invariant Shallow Neural Networks Devanshu Agrawal · James Ostrowski |
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Poster
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Thu 9:00 |
Generalization Properties of NAS under Activation and Skip Connection Search Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher |
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Poster
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Tue 14:00 |
Saliency-Aware Neural Architecture Search Ramtin Hosseini · Pengtao Xie |
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Poster
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ZARTS: On Zero-order Optimization for Neural Architecture Search Xiaoxing Wang · Wenxuan Guo · Jianlin Su · Xiaokang Yang · Junchi Yan |
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Poster
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Tue 9:00 |
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low |