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03/29/2023
Emergence of Locally Suboptimal Behavior in Finitely Repeated Games
We study the emergence of locally suboptimal behavior in finitely repeat...
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03/24/2023
PIAT: Parameter Interpolation based Adversarial Training for Image Classification
Adversarial training has been demonstrated to be the most effective appr...
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01/29/2023
Accelerating Graph Analytics on a Reconfigurable Architecture with a Data-Indirect Prefetcher
The irregular nature of memory accesses of graph workloads makes their p...
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01/28/2023
Slip and Jump Coefficients for General Gas-Surface Interactions According to the Moment Method
We develop a moment method based on the Hermite series of arbitrary orde...
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09/21/2022
Construction of boundary conditions for Navier-Stokes equations from the moment system
This work concerns with boundary conditions (BCs) of the linearized mome...
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09/10/2022
On Well-posed Boundary Conditions for the Linear Non-homogeneous Moment Equations in Half-space
We propose a necessary and sufficient condition for the well-posedness o...
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08/09/2022
Mixed Capability Games
We present a new class of strategic games, mixed capability games, as a ...
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05/20/2022
On the Impact of Player Capability on Congestion Games
We study the impact of player capability on social welfare in congestion...
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04/11/2022
Linear Moment Models to Approximate Knudsen Layers
We propose a well-posed Maxwell-type boundary condition for the linear m...
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02/28/2022
Robust Textual Embedding against Word-level Adversarial Attacks
We attribute the vulnerability of natural language processing models to ...
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09/02/2021
Regional Adversarial Training for Better Robust Generalization
Adversarial training (AT) has been demonstrated as one of the most promi...
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02/22/2021
Program Synthesis Guided Reinforcement Learning
A key challenge for reinforcement learning is solving long-horizon plann...
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01/05/2021
Neurosymbolic Transformers for Multi-Agent Communication
We study the problem of inferring communication structures that can solv...
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01/05/2021
Equality Saturation for Tensor Graph Superoptimization
One of the major optimizations employed in deep learning frameworks is g...
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08/09/2020
Fast Gradient Projection Method for Text Adversary Generation and Adversarial Training
Adversarial training has shown effectiveness and efficiency in improving...
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06/03/2019