Sign in
Yile Chen
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 15
Top Topics
Detect Outliers
Maximum Margin Matrix Factorization
Traffic Patterns
Remote Sensing
Top Venues
CoRR
CIKM
WSDM
SpatialDI
</>
Publications
</>
Yaqian Li
,
Yile Chen
,
Qi Cai
,
Liujun Zhu
Calculation of CO2 Emissions from China at Regional Scales Using Remote Sensing Data.
Remote. Sens.
16 (3) (2024)
Liang Zheng
,
Yile Chen
,
Shan Jiang
,
Junxin Song
,
Jianyi Zheng
Predicting the distribution of COVID-19 through CGAN - Taking Macau as an example.
Frontiers Big Data
6 (2023)
Songsong Mo
,
Yile Chen
,
Hao Wang
,
Gao Cong
,
Zhifeng Bao
Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries.
Proc. ACM Manag. Data
1 (4) (2023)
Tangwen Qian
,
Yile Chen
,
Gao Cong
,
Yongjun Xu
,
Fei Wang
AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction.
CoRR
(2023)
Shuai Liu
,
Xiucheng Li
,
Gao Cong
,
Yile Chen
,
Yue Jiang
Multivariate Time-series Imputation with Disentangled Temporal Representations.
ICLR
(2023)
Yile Chen
,
Xiucheng Li
,
Gao Cong
,
Cheng Long
,
Zhifeng Bao
,
Shang Liu
,
Wanli Gu
,
Fuzheng Zhang
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
CoRR
(2022)
Jin Yao Chin
,
Yile Chen
,
Gao Cong
The Datasets Dilemma: How Much Do We Really Know About Recommendation Datasets?
WSDM
(2022)
Liang Zheng
,
Yile Chen
Research on the Spatial Characteristics of High-Density Urban Road Network and Functional Agglomeration Taking the Northern Part of Macau as an Example.
SpatialDI
(2022)
Yawen Chen
,
Yile Chen
,
Jian Chen
,
Zeyi Wen
,
Jin Huang
Efficient Second-Order Optimization for Neural Networks with Kernel Machines.
CIKM
(2022)
Xiucheng Li
,
Jin Yao Chin
,
Yile Chen
,
Gao Cong
Sinkhorn Collaborative Filtering.
WWW
(2021)
Yile Chen
,
Xiucheng Li
,
Gao Cong
,
Cheng Long
,
Zhifeng Bao
,
Shang Liu
,
Wanli Gu
,
Fuzheng Zhang
Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
Proc. VLDB Endow.
15 (3) (2021)
Yile Chen
,
Xiucheng Li
,
Gao Cong
,
Zhifeng Bao
,
Cheng Long
,
Yiding Liu
,
Arun Kumar Chandran
,
Richard Ellison
Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics.
CIKM
(2021)
Kwei-Herng Lai
,
Daochen Zha
,
Guanchu Wang
,
Junjie Xu
,
Yue Zhao
,
Devesh Kumar
,
Yile Chen
,
Purav Zumkhawaka
,
Minyang Wan
,
Diego Martinez
,
Xia Hu
TODS: An Automated Time Series Outlier Detection System.
AAAI
(2021)
Kwei-Herng Lai
,
Daochen Zha
,
Guanchu Wang
,
Junjie Xu
,
Yue Zhao
,
Devesh Kumar
,
Yile Chen
,
Purav Zumkhawaka
,
Minyang Wan
,
Diego Martinez
,
Xia Hu
TODS: An Automated Time Series Outlier Detection System.
CoRR
(2020)
Yile Chen
,
Cheng Long
,
Gao Cong
,
Chenliang Li
Context-aware Deep Model for Joint Mobility and Time Prediction.
WSDM
(2020)