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165 Results
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Oral
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Tue 1:30 |
Data-Efficient Graph Grammar Learning for Molecular Generation Minghao Guo · Veronika Thost · Beichen Li · Payel Das · Jie Chen · Wojciech Matusik |
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Poster
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Wed 10:30 |
Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design Wenhao Gao · Rocío Mercado · Connor Coley |
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Oral
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Tue 1:00 |
Understanding over-squashing and bottlenecks on graphs via curvature Jake Topping · Francesco Di Giovanni · Benjamin Chamberlain · Xiaowen Dong · Michael Bronstein |
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Oral
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Tue 1:00 |
Expressiveness and Approximation Properties of Graph Neural Networks Floris Geerts · Juan L. Reutter |
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Poster
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Tue 10:30 |
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations Anuroop Sriram · Abhishek Das · Brandon Wood · Siddharth Goyal · Larry Zitnick |
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Poster
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Tue 18:30 |
Equivariant Graph Mechanics Networks with Constraints Wenbing Huang · Jiaqi Han · Yu Rong · Tingyang Xu · Fuchun Sun · Junzhou Huang |
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Poster
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Thu 10:30 |
CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation Pardis Pashakhanloo · Aaditya Naik · Yuepeng Wang · Hanjun Dai · Petros Maniatis · Mayur Naik |
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Poster
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Wed 10:30 |
Space-Time Graph Neural Networks Samar Hadou · Charilaos Kanatsoulis · Alejandro Ribeiro |
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Poster
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Tue 10:30 |
Granger causal inference on DAGs identifies genomic loci regulating transcription Alexander Wu · Rohit Singh · Bonnie Berger |