output
20182026
most citedGraph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms

108 citations

8 papers

cs.DB2026★ 1 cited

Hierarchical Spatial-Temporal Graph-Enhanced Model for Map-Matching

Anjun Gao, Zhenglin Wan, Pingfu Chao +1

The integration of GNSS data into portable devices has led to the generation of vast amounts of trajectory data, which is crucial for applications such as map-matching. To tackle t…

cs.IR2025

AskNearby: An LLM-Based Application for Neighborhood Information Retrieval and Personalized Cognitive-Map Recommendations

Luyao Niu, Zhicheng Deng, Boyang Li +3

The "15-minute city" envisions neighborhoods where residents can meet daily needs via a short walk or bike ride. Realizing this vision requires not only physical proximity but also…

cs.AI2025

Fine-Grained Emotion Recognition via In-Context Learning

Zhaochun Ren, Zhou Yang, Chenglong Ye +4

Fine-grained emotion recognition aims to identify the emotional type in queries through reasoning and decision-making processes, playing a crucial role in various systems. Recent m…

cs.CV2024★ 2 cited

TSceneJAL: Joint Active Learning of Traffic Scenes for 3D Object Detection

Chenyang Lei, Weiyuan Peng, Guang Zhou +4

Most autonomous driving (AD) datasets incur substantial costs for collection and labeling, inevitably yielding a plethora of low-quality and redundant data instances, thereby compr…

cs.LG2024★ 2 cited

Ister: Linear Transformer for Efficient Multivariate Time Series Forecasting

Fanpu Cao, Shu Yang, Zhengjian Chen +2

Transformer-based models have achieved remarkable success in multivariate time series forecasting (MTSF) by capturing long-range dependencies. However, their widespread adoption is…

cs.PF2023★ 4 cited

How does SSD Cluster Perform for Distributed File Systems: An Empirical Study

Jiashu Wu, Yang Wang, Jinpeng Wang +2

As the capacity of Solid-State Drives (SSDs) is constantly being optimised and boosted with gradually reduced cost, the SSD cluster is now widely deployed as part of the hybrid sto…

cs.CV2021★ 108 cited

Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms

Rui Fan, Hengli Wang, Yuan Wang +2

Existing road pothole detection approaches can be classified as computer vision-based or machine learning-based. The former approaches typically employ 2-D image analysis/understan…

cs.NI2018

Micro Congestion Control: Every Flow Deserves a Second Chance

Kefan Chen, Danfeng Shan, Xiaohui Luo +4

Today, considerable Internet traffic is sent from the datacenter and heads for users. The characteristics of connections served by servers in datacenters are usually diverse and va…