Songtao Guo

Artificial intelligence in orbital diseases: opportunities, challenges, and future horizons

Chaoyu Lei, Chen Zhao, Songtao Guo, Sunisa Sintuwong et autres

cn, sg, hk, mo, us (code pays fourni par la source)

Transformer-based end-to-end multiple object fast-tracking model for golden monkeys

Pengfei Xu, Haofei Ju, Jia Liu, Tianxiang Zhang et autres

cn, us (code pays fourni par la source)

Edge-Transitive 8-Valent Graphs of Order 9p

Songtao Guo, Bo Deng, Meiyu Xu

A graph is edge-transitive if its automorphism group acts transitively on the set of edges of the graph. In this paper, we classify edge-transitive 8-valent graphs of order [Formula: see text] for each prime [Formula: see text].

cn (code pays fourni par la source)

Edge Collaborative Caching Strategy in Space–Air–Ground Integrated Networks

Liang Liu, Yv Zhang, Wuping Mao, Songtao Guo et autres

cn (code pays fourni par la source)

Multi-Source Multicast SFCs Embedding in Space-Air-Ground Integrated Networks

Liang Liu, Yejun He, Yv Zhang, Siyuan Tan et autres

cn (code pays fourni par la source)

Spike-EIFNet: Lightweight Spike-Driven Event–Image Fusion Network for Accurate and Efficient Semantic Segmentation

Siyu Chen, Qie Liu, Xianlei Long, Yuanke Li et autres

Semantic segmentation is critical for intelligent robotics to understand complex environments. While CNN-based models on RGB images achieve high performance, their accuracy drops in fast-motion or low-light scenes. Fortunately, event cameras, with high temporal resolution and low latency, offer robust perception in …

cn (code pays fourni par la source)

AdpVDLTS: Adaptive Spatio-Temporal VNF Placement and Load-Balanced Traffic Scheduling in Edge Computing Networks

Guiyan Liu, Ji Li, Kaixin Qin, Songtao Guo et autres

cn (code pays fourni par la source)

VNF-FG Placement and Admission Control in SDN and NFV-Enabled IoT Networks: A Hierarchical Deep Reinforcement Learning Method

Yang Yang, Wei Huang, Songtao Guo, Guiyan Liu

Software Defined Networking (SDN) and Network Function Virtualization (NFV) are expected to provide greater flexibility and manageability for next-generation IoT networks. In this context, network services should be modeled as Virtual Network Function Forwarding Graphs (VNF-FGs). A key challenge is efficient allocation …

cn (code pays fourni par la source)

Robust Indoor Localization via Conformal Methods and Variational Bayesian Adaptive Filtering

Dongzhuo Liu, Songtao Guo, Yuanyuan Yang

Indoor localization is critical for Internet of Things (IoT) applications, yet challenges such as non-Gaussian noise, environmental interference, and measurement outliers hinder the robustness of traditional methods. Existing approaches, including Kalman filtering and its variants, often rely on Gaussian assumptions or static …

cn, us (code pays fourni par la source)

EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation

Fang Qu, Pengzhan Zhou, Yuepeng He, Xin Feng et autres

Present Advanced Driving Assistance System (ADAS) responds to the dangerous crossing of pedestrians after the occurrence of the incident, occasionally causing severe accidents due to the stringent response window. Inference of pedestrian crossing intention may help vehicles operate in advance and enhance …

cn, hk (code pays fourni par la source)

Partitioned Collaborative Inference for On-Device Models via Evolutionary Reinforcement Learning

Lin Tan, Pengzhan Zhou, Songtao Guo, Jun Hua Zhao et autres

The growing demand for intelligent mobile applications has made the deployment and operation of Deep Neural Networks (DNNs) on mobile Edge Devices (EDs) increasingly essential. However, the limited computational resources of EDs often result in significant energy consumption and compromised inference quality. …

cn, sg (code pays fourni par la source)

Joint Optimization of VNF Assignment and SFC Routing for Robust and Real-Time Symbiotic IoT Services

Pan Li, Songtao Guo, Yue Wu Zeng, Guiyan Liu

As a key enabler for 6G and symbiotic IoT applications, edge computing brings computing resources closer to end users, ensuring low-latency services, while network function virtualization (NFV) enables flexible service deployment by abstracting complex functionalities into service function chains (SFCs) composed of …

cn (code pays fourni par la source)