research
∙
08/29/2023
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs
Approximate Nearest Neighbor Search (ANNS) plays a critical role in vari...
share
research
∙
08/28/2023
Time-Frequency Transformer: A Novel Time Frequency Joint Learning Method for Speech Emotion Recognition
In this paper, we propose a novel time-frequency joint learning method f...
research
∙
08/14/2023
Numerical strategy on the grid orientation effect in the simulation for two-phase flow in porous media by using the adaptive artificial viscosity method
It is a challenge to numerically solve nonlinear partial differential eq...
research
∙
08/13/2023
A deep learning framework for multi-scale models based on physics-informed neural networks
Physics-informed neural networks (PINN) combine deep neural networks wit...
research
∙
08/10/2023
Double-chain Constraints for 3D Human Pose Estimation in Images and Videos
Reconstructing 3D poses from 2D poses lacking depth information is parti...
research
∙
07/03/2023
REAL: A Representative Error-Driven Approach for Active Learning
Given a limited labeling budget, active learning (AL) aims to sample the...
research
∙
06/10/2023
Process Algebra with Imperfect Actions
We discuss the deal of imperfectness of atomic actions in reality with t...
research
∙
05/22/2023
Vector Autoregressive Evolution for Dynamic Multi-Objective Optimisation
Dynamic multi-objective optimisation (DMO) handles optimisation problems...
research
∙
05/12/2023
An Intelligent SDWN Routing Algorithm Based on Network Situational Awareness and Deep Reinforcement Learning
Due to the highly dynamic changes in wireless network topologies, effici...
research
∙
05/12/2023
Intelligent multicast routing method based on multi-agent deep reinforcement learning in SDWN
Multicast communication technology is widely applied in wireless environ...
research
∙
04/10/2023
On Kleene Algebra vs. Process Algebra
We try to clarify the relationship between Kleene algebra and process al...
research
∙
03/23/2023
Don't Peek at My Chart: Privacy-preserving Visualization for Mobile Devices
Data visualizations have been widely used on mobile devices like smartph...
research
∙
03/15/2023
VENUS: A Geometrical Representation for Quantum State Visualization
Visualizations have played a crucial role in helping quantum computing u...
research
∙
03/14/2023
Code Will Tell: Visual Identification of Ponzi Schemes on Ethereum
Ethereum has become a popular blockchain with smart contracts for invest...
research
∙
03/14/2023
A New Intelligent Cross-Domain Routing Method in SDN Based on a Proposed Multiagent Reinforcement Learning Algorithm
Message transmission and message synchronization for multicontroller int...
research
∙
02/15/2023
DiffSeer: Difference-based Dynamic Weighted Graph Visualization
Existing dynamic weighted graph visualization approaches rely on users' ...
research
∙
02/14/2023
Anchorage: Visual Analysis of Satisfaction in Customer Service Videos via Anchor Events
Delivering customer services through video communications has brought ne...
research
∙
02/12/2023
NFTDisk: Visual Detection of Wash Trading in NFT Markets
With the growing popularity of Non-Fungible Tokens (NFT), a new type of ...
research
∙
01/13/2023
Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency
With the ever-increasing boom of Cryptocurrency, detecting fraudulent be...
research
∙
12/26/2022
A Novel Self-Supervised Learning-Based Anomaly Node Detection Method Based on an Autoencoder in Wireless Sensor Networks
Due to the issue that existing wireless sensor network (WSN)-based anoma...
research
∙
12/12/2022
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition
Accurate spatial-temporal traffic flow forecasting is essential for help...
research
∙
11/03/2022
KB4VA: A Knowledge Base of Visualization Designs for Visual Analytics
Visual analytics (VA) systems have been widely used to facilitate decisi...
research
∙
11/01/2022
HDNet: Hierarchical Dynamic Network for Gait Recognition using Millimeter-Wave Radar
Gait recognition is widely used in diversified practical applications. C...
research
∙
09/24/2022
Toward Intention Discovery for Early Malice Detection in Bitcoin
Bitcoin has been subject to illicit activities more often than probably ...
research
∙
09/04/2022
DMiner: Dashboard Design Mining and Recommendation
Dashboards, which comprise multiple views on a single display, help anal...
research
∙
07/31/2022
DRL-M4MR: An Intelligent Multicast Routing Approach Based on DQN Deep Reinforcement Learning in SDN
Traditional multicast routing methods have some problems in constructing...
research
∙
07/28/2022
VACSEN: A Visualization Approach for Noise Awareness in Quantum Computing
Quantum computing has attracted considerable public attention due to its...
research
∙
05/04/2022
Who Will Support My Project? Interactive Search of Potential Crowdfunding Investors Through InSearch
Crowdfunding provides project founders with a convenient way to reach on...
research
∙
04/19/2022
GestureLens: Visual Analysis of Gestures in Presentation Videos
Appropriate gestures can enhance message delivery and audience engagemen...
research
∙
04/02/2022
ComputableViz: Mathematical Operators as a Formalism for Visualization Processing and Analysis
Data visualizations are created and shared on the web at an unprecedente...
research
∙
04/02/2022
Graph-based Approximate NN Search: A Revisit
Nearest neighbor search plays a fundamental role in many disciplines suc...
research
∙
03/07/2022
RumorLens: Interactive Analysis and Validation of Suspected Rumors on Social Media
With the development of social media, various rumors can be easily sprea...
research
∙
02/19/2022
A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network
Anomaly detection is widely used to distinguish system anomalies by anal...
research
∙
02/12/2022
Structure-aware Visualization Retrieval
With the wide usage of data visualizations, a huge number of Scalable Ve...
research
∙
01/13/2022
Interactive Data Analysis with Next-step Natural Language Query Recommendation
Natural language interfaces (NLIs) provide users with a convenient way t...
research
∙
01/02/2022
Visilence: An Interactive Visualization Tool for Error Resilience Analysis
Soft errors have become one of the major concerns for HPC applications, ...
research
∙
12/31/2021
BatchLens: A Visualization Approach for Analyzing Batch Jobs in Cloud Systems
Cloud systems are becoming increasingly powerful and complex. It is high...
research
∙
12/20/2021
StyleSwin: Transformer-based GAN for High-resolution Image Generation
Despite the tantalizing success in a broad of vision tasks, transformers...
research
∙
11/21/2021
Optimized Deployment of Unmanned Aerial Vehicles for Wildfire Detection and Monitoring
In recent years, increased wildfires have caused irreversible damage to ...
research
∙
10/14/2021
Treatment Effect Detection with Controlled FDR under Dependence for Large-Scale Experiments
Online controlled experiments (also known as A/B Testing) have been view...
research
∙
10/06/2021
3rd Place Solution to Google Landmark Recognition Competition 2021
In this paper, we show our solution to the Google Landmark Recognition 2...
research
∙
10/04/2021
Verification of Distributed Quantum Protocols
Truly concurrent process algebras are generalizations to the traditional...
research
∙
09/10/2021
Truly Concurrent Process Algebra with Localities
The well-known process algebras, such as CCS, ACP and π-calculus, captur...
research
∙
08/24/2021
Truly Concurrent Pi-Calculi with Reversibility, Probabilism and Guards
The well-known process algebras, such as CCS, ACP and π-calculus, captur...
research
∙
08/19/2021
Intercept Graph: An Interactive Radial Visualization for Comparison of State Changes
State change comparison of multiple data items is often necessary in mul...
research
∙
08/15/2021
Truly Concurrent Calculi with Reversibility, Probabilism and Guards
The well-known process algebras, such as CCS, ACP and π-calculus, captur...
research
∙
08/05/2021
Covariance Estimation and its Application in Large-Scale Online Controlled Experiments
During the last few decades, online controlled experiments (also known a...
research
∙
07/27/2021
KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
Visualization recommendation or automatic visualization generation can s...
research
∙
07/18/2021
Probabilistic Process Algebra for True Concurrency
The well-known process algebras, such as CCS, ACP and π-calculus, captur...
research
∙
07/18/2021