343 Result(s)
within
Conference Paper
**hui Xu
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Chapter and Conference Paper
A Comprehensive Review of the Oversmoothing in Graph Neural Networks
There are many ways to process graph data in deep learning, among which Graph Neural Network(GNN) is an effective and popular deep learning model. However, GNN also has some problems. For example, after multip...
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Chapter and Conference Paper
Attention-Equal-Mixed Sampling Shapley Counterfactual Credit Assignment for Multi-agent Reinforcement Learning
Credit assignment, allocating the expectation of the discounted accumulation of the global rewards based on each agent’s contribution, is one of main challenges of the multi-agent reinforcement learning. In th...
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Chapter and Conference Paper
Study on a Prediction Method of Hydraulic Units Using Logging Curves Constrained by Complex Lithofacies: A Case Study of the Tidal Estuarine Reservoir in Napo Formation, Oriente Basin
Hydraulic (Flow) unit is a type of reservoir genetic unit that integrates the petrophysical characteristics and fluid flow features, and its variability is controlled by both lithofacies types and diagenetic e...
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Chapter and Conference Paper
Application of Flexible Control Devices in Typical Scenarios of the Hebei South Network
With the integration of large-scale new energy into the grid, flexible control equipment is crucial to the quality, safety and stability of grid power supply. This paper firstly introduces the mathematical mod...
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Chapter and Conference Paper
Knowledge-Distillation-Warm-Start Training Strategy for Lightweight Super-Resolution Networks
In recent years, studies on lightweight networks have made rapid progress in the field of image Super-Resolution (SR). Although the lightweight SR network is computationally efficient and saves parameters, the...
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Chapter and Conference Paper
CARMA Model-Based Inertia Estimation Method for Power System with Renewable Energy Integration
In the trend of increasing number and capacity of wind power, photovoltaic and other non-synchronous power access, the power grid is gradually showing the characteristics of low inertia with renewable energy s...
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Chapter and Conference Paper
Research on the Collaborative Method of Underground Gas Storage and Single Well Self-drive for Enhanced Oil Recovery
The injection and production characteristics during the construction and operation of underground gas storage are periodic injection of gas into sealed geological bodies, followed by regular extraction. Underg...
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Chapter and Conference Paper
Irreducible Water Saturation Determination and Fluid Identification Methods in Carbonate Reservoirs: A Middle Eastern Case Study
In the H oilfield, there are many technical challenges in the effective fluid identifications of carbonate reservoirs with complex pore structures and diversified reservoir spaces when water flooding problems ...
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Chapter and Conference Paper
To a Decentralized Future: Benefits that Blockchain Could Endow the Financing World
The initial appearance of blockchain technology has brought about profound changes in the financial area. Researchers have discovered that the advantages of blockchain can be used to address the drawbacks of t...
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Chapter and Conference Paper
A Study on Regional Carbon Emissions Accounting and Influencing Factors of Minority Region in Chongqing, China
The low-carbon economy development in minority regions is important in achieving carbon peaking and carbon neutrality in China. Taking the Minority Region of Chongqing (MRC) as an example, this paper analyzes ...
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Chapter and Conference Paper
Generation of Visualized Medical Rehabilitation Exercise Prescriptions with Diffusion Models
Visualization of medical rehabilitation exercise prescriptions is to provide a more intuitive and understandable way of conveying medical guidance through visual means. Currently, the generation of visualized ...
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Chapter and Conference Paper
BDF-YOLOV5: Improved YOLOV5 Based on Bi-directional Fusion Network for Dense Pedestrian Detection
Pedestrian detection is a challenging task in the field of computer vision and plays a crucial role in downstream tasks, such as video surveillance and autonomous driving.Despite significant progress over the ...
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Chapter and Conference Paper
TextBFA: Arbitrary Shape Text Detection with Bidirectional Feature Aggregation
Scene text detection has achieved great progress recently, however, it is challenging to detect arbitrary shaped text in the scene images with complex background, especially for those unobvious and long texts....
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Chapter and Conference Paper
Boundary Control Method for Urban Single Congestion Region
With the rapid development of cities, traffic congestion is more likely to evolve into regional forms of congestion. To alleviate regional traffic congestion in cities while improving the traffic efficiency of...
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Chapter and Conference Paper
Enhancing Remote Collaboration Through Drone-Driven Agent and Mixed Reality
Mixed Reality (MR) and Augmented Reality (AR) technologies have been used to improve remote collaboration. However, existing MR- or AR-based remote collaboration systems lack of a fully independent view sharin...
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Chapter and Conference Paper
Research on the Construction of Service Operation Indicators and Indicator Calculation Methods Based on Artificial Intelligence
The research on indicator construction and calculation methods is critical in service operation indicators, however it has an issue with erroneous performance positioning. The
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Chapter and Conference Paper
Post-nourishment Monitoring in the East Section of Sanya Bay Beach, China
Sanya Bay beach, located in the south of Hainan Island, China, is famous as a tourist destination for its beautiful sandy beach. Since 2002, the east section of the beach experienced severe erosion and shoreli...
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Chapter and Conference Paper
CanFuUI: A Canvas-Centric Web User Interface for Iterative Image Generation with Diffusion Models and ControlNet
Today, various AI generation tools are emerging in succession. And the majority of existing tools are predominantly model-centric in design, resulting in steep learning curves and high usability thresholds for...
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Chapter and Conference Paper
Towards Distributed Graph Representation Learning
Distributed graph representation learning refers to the process of learning graph data representation in a distributed computing environment. In the process of distributed graph representation learning, nodes ...
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Chapter and Conference Paper
Research on Evaluation and Application Scenarios of Spontaneous Displacement Mechanics of Rock Fluids
Underground rocks and their fluids contain various spontaneous displacement forces under high-temperature and high-pressure conditions, such as elastic forces, capillary forces, buoyancy and sinking forces, vi...
