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07/27/2023
Correlation decay up to the sampling threshold in the local lemma regime
We study the decay of correlation between locally constrained independen...
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01/01/2023
PiPAD: Pipelined and Parallel Dynamic GNN Training on GPUs
Dynamic Graph Neural Networks (DGNNs) have been broadly applied in vario...
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12/30/2022
Deterministic counting Lovász local lemma beyond linear programming
We give a simple combinatorial algorithm to deterministically approximat...
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11/07/2022
Towards derandomising Markov chain Monte Carlo
We present a new framework to derandomise certain Markov chain Monte Car...
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07/24/2022
Incorporating Heterogeneous User Behaviors and Social Influences for Predictive Analysis
Behavior prediction based on historical behavioral data have practical r...
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06/09/2022
Deep Meta-learning in Recommendation Systems: A Survey
Deep neural network based recommendation systems have achieved great suc...
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04/04/2022