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Tianyi Chen

School of Civil and Environmental Engineering, Nanyang Technological University, Singapore

OTOV2: Automatic, Generic, User-Friendly

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Mar 13, 2023
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On Penalty-based Bilevel Gradient Descent Method

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Feb 10, 2023
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FSCNN: A Fast Sparse Convolution Neural Network Inference System

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Dec 17, 2022
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Alternating Implicit Projected SGD and Its Efficient Variants for Equality-constrained Bilevel Optimization

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Nov 14, 2022
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Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach

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Oct 23, 2022
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Learning with Limited Samples -- Meta-Learning and Applications to Communication Systems

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Oct 03, 2022
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On the Stability Analysis of Open Federated Learning Systems

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Sep 25, 2022
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Sparsity-guided Network Design for Frame Interpolation

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Sep 09, 2022
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COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning

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Jul 01, 2022
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Understanding Benign Overfitting in Nested Meta Learning

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Jun 27, 2022
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