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Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity
Drug discovery often relies on the successful prediction of protein-liga...
07/21/2021 ∙ by Shuangli Li, et al. ∙
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ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction
Effective molecular representation learning is of great importance to fa...
06/11/2021 ∙ by Xiaomin Fang, et al. ∙
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Algorithmic Obfuscation for LDPC Decoders
In order to protect intellectual property against untrusted foundry, man...
04/08/2021 ∙ by Jingbo Zhou, et al. ∙
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Spatial Object Recommendation with Hints: When Spatial Granularity Matters
Existing spatial object recommendation algorithms generally treat object...
01/08/2021 ∙ by Hui Luo, et al. ∙
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C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak
The novel coronavirus disease (COVID-19) has crushed daily routines and ...
12/22/2020 ∙ by Congxi Xiao, et al. ∙
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Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction
Accurately predicting the binding affinity between drugs and proteins is...
12/17/2020 ∙ by Jingbo Zhou, et al. ∙
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Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection
While Water Treatment Networks (WTNs) are critical infrastructures for l...
08/26/2020 ∙ by Dongjie Wang, et al. ∙
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Intelligent Exploration for User Interface Modules of Mobile App with Collective Learning
A mobile app interface usually consists of a set of user interface modul...
07/21/2020 ∙ by Jingbo Zhou, et al. ∙
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Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine
Public transportation plays a critical role in people's daily life. It h...
07/11/2020 ∙ by Hao Liu, et al. ∙
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Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
The ability to predict city-wide parking availability is crucial for the...
11/24/2019 ∙ by Weijia Zhang, et al. ∙
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Generalized SAT-Attack-Resistant Logic Locking
Logic locking is used to protect integrated circuits (ICs) from piracy a...
10/26/2019 ∙ by Jingbo Zhou, et al. ∙
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Store Location Selection via Mining Search Query Logs of Baidu Maps
Choosing a good location when opening a new store is crucial for the fut...
06/12/2016 ∙ by Mengwen Xu, et al. ∙
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