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09/11/2023
Fully-Connected Spatial-Temporal Graph for Multivariate Time Series Data
Multivariate Time-Series (MTS) data is crucial in various application fi...
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09/11/2023
Graph Contextual Contrasting for Multivariate Time Series Classification
Contrastive learning, as a self-supervised learning paradigm, becomes po...
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02/21/2023
Assessment of Reinforcement Learning for Macro Placement
We provide open, transparent implementation and assessment of Google Bra...
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01/09/2023
Combinatorial Properties for a Class of Simplicial Complexes Extended from Pseudo-fractal Scale-free Web
Simplicial complexes are a popular tool used to model higher-order inter...
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08/18/2022
Intellectual Property Evaluation Utilizing Machine Learning
Intellectual properties is increasingly important in the economic develo...
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02/07/2022
Document-Level Event Extraction via Human-Like Reading Process
Document-level Event Extraction (DEE) is particularly tricky due to the ...
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11/23/2021
GenReg: Deep Generative Method for Fast Point Cloud Registration
Accurate and efficient point cloud registration is a challenge because t...
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08/12/2021
Distilling Holistic Knowledge with Graph Neural Networks
Knowledge Distillation (KD) aims at transferring knowledge from a larger...
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06/01/2021
Discontinuous Named Entity Recognition as Maximal Clique Discovery
Named entity recognition (NER) remains challenging when entity mentions ...
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10/26/2020
TPLinker: Single-stage Joint Extraction of Entities and Relations Through Token Pair Linking
Extracting entities and relations from unstructured text has attracted i...
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10/26/2020
XLBoost-Geo: An IP Geolocation System Based on Extreme Landmark Boosting
IP geolocation aims at locating the geographical position of Internet de...
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10/06/2020
ASDN: A Deep Convolutional Network for Arbitrary Scale Image Super-Resolution
Deep convolutional neural networks have significantly improved the peak ...
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05/29/2020
On Uplink Performance of Multiuser Massive MIMO Relay Network With Limited RF Chains
This paper considers a multiuser massive multiple-input multiple-output ...
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02/27/2020
Edge corona product as an approach to modeling complex simplical networks
Many graph products have been applied to generate complex networks with ...
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10/11/2018
Deep Bi-Dense Networks for Image Super-Resolution
This paper proposes Deep Bi-Dense Networks (DBDN) for single image super...
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09/11/2018
Wideband mmWave Channel Estimation for Hybrid Massive MIMO with Low-Precision ADCs
In this article, we investigate channel estimation for wideband millimet...
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01/12/2018