Sijie Ruan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

Nearest Neighbor

Trajectory Data

Top Venues

Publications

Jiaxi Hu, Qingsong Wen, Sijie Ruan, Li Liu, Yuxuan Liang
TwinS: Revisiting Non-Stationarity in Multivariate Time Series Forecasting. CoRR (2024)
Xiaodu Yang, Sijie Ruan, Yinliang Yue, Bo Sun
PETNet: Plaintext-aware encrypted traffic detection network for identifying Cobalt Strike HTTPS traffics. Comput. Networks 238 (2024)
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu
A lightweight multi-layer perceptron for efficient multivariate time series forecasting. Knowl. Based Syst. 288 (2024)
Kang Luo, Yuanshao Zhu, Wei Chen, Kun Wang, Zhengyang Zhou, Sijie Ruan, Yuxuan Liang
Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning. CoRR (2024)
Shuliang Wang, Song Tang, Sijie Ruan, Cheng Long, Yuxuan Liang, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng
Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning. ICDE (2024)
Shuliang Wang, Xinyu Pan, Sijie Ruan, Haoyu Han, Ziyu Wang, Hanning Yuan, Jiabao Zhu, Qi Li
DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference. KDD (2024)
Shuliang Wang, Ziyu Wang, Sijie Ruan, Haoyu Han, Keqin Xiong, Hanning Yuan, Ziqiang Yuan, Guoqing Li, Jie Bao, Yu Zheng
DelvMap: Completing Residential Roads in Maps Based on Couriers' Trajectories and Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sijie Ruan, Xi Fu, Cheng Long, Zi Xiong, Jie Bao, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng
Filling Delivery Time Automatically Based on Couriers' Trajectories. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng
SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. KDD (2023)
Huaxu Han, Shuliang Wang, Hanning Yuan, Sijie Ruan
CD-BNN: Causal Discovery with Bayesian Neural Network. ADMA (1) (2023)
Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li
KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. CoRR (2023)
Huimin Ren, Sijie Ruan, Ye Yuan, Yanhua Li, Jie Bao, Tianfu He, Huajun He, Chuishi Meng, Yu Zheng
A Novel Approach for Company Real Workplace Identification via E-commercial Data. SIGSPATIAL/GIS (2023)
Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Tianfu He, Jie Bao, Junbo Zhang, Liang Hong, Yu Zheng
TrajMesa: A Distributed NoSQL-Based Trajectory Data Management System. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Qianxiong Xu, Sijie Ruan, Cheng Long, Liang Yu, Chen Zhang
Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training. CIKM (2022)
Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng
Service Time Prediction for Delivery Tasks via Spatial Meta-Learning. KDD (2022)
Kaijun Liu, Sijie Ruan, Qianxiong Xu, Cheng Long, Nan Xiao, Nan Hu, Liang Yu, Sinno Jialin Pan
Modeling Trajectories with Multi-task Learning. MDM (2022)
Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li, Yu Zheng
TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores. ICDE (2022)
Sijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao, Yiheng Chen, Shengnan Wu, Jiangtao Cui, Yu Zheng
Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories. ICDE (2022)
Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum
Fine-Grained Urban Flow Inference. IEEE Trans. Knowl. Data Eng. 34 (6) (2022)
Ruiyuan Li, Rubin Wang, Junwen Liu, Zisheng Yu, Huajun He, Tianfu He, Sijie Ruan, Jie Bao, Chao Chen, Fuqiang Gu, Liang Hong, Yu Zheng
Distributed Spatio-Temporal k Nearest Neighbors Join. SIGSPATIAL/GIS (2021)
Huimin Ren, Sijie Ruan, Yanhua Li, Jie Bao, Chuishi Meng, Ruiyuan Li, Yu Zheng
MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning. KDD (2021)
Chenyu Hou, Bin Cao, Sijie Ruan, Jing Fan
TLDS: A Transfer-Learning-Based Delivery Station Location Selection Pipeline. ACM Trans. Intell. Syst. Technol. 12 (4) (2021)
Zheng Zhu, Huimin Ren, Sijie Ruan, Boyang Han, Jie Bao, Ruiyuan Li, Yanhua Li, Yu Zheng
ICFinder: A Ubiquitous Approach to Detecting Illegal Hazardous Chemical Facilities with Truck Trajectories. SIGSPATIAL/GIS (2021)
Yue Hu, Sijie Ruan, Yuting Ni, Huajun He, Jie Bao, Ruiyuan Li, Yu Zheng
SALON: A Universal Stay Point-Based Location Analysis Platform. SIGSPATIAL/GIS (2021)
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng
POI Alias Discovery in Delivery Addresses using User Locations. SIGSPATIAL/GIS (2021)
Tianfu He, Guochun Chen, Chuishi Meng, Huajun He, Zheyi Pan, Yexin Li, Sijie Ruan, Huimin Ren, Ye Yuan, Ruiyuan Li, Junbo Zhang, Jie Bao, Hui He, Yu Zheng
POI Alias Discovery in Delivery Addresses using User Locations. CoRR (2021)
Kun Ouyang, Yuxuan Liang, Ye Liu, Zekun Tong, Sijie Ruan, Yu Zheng, David S. Rosenblum
Fine-Grained Urban Flow Inference. CoRR (2020)
Sijie Ruan, Jie Bao, Yuxuan Liang, Ruiyuan Li, Tianfu He, Chuishi Meng, Yanhua Li, Yingcai Wu, Yu Zheng
Dynamic Public Resource Allocation Based on Human Mobility Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Liang Hong, Yu Zheng
Efficient Path Query Processing Over Massive Trajectories on the Cloud. IEEE Trans. Big Data 6 (1) (2020)
Ruiyuan Li, Jie Bao, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng
Discovering Real-Time Reachable Area Using Trajectory Connections. DASFAA (2) (2020)
Sijie Ruan, Cheng Long, Jie Bao, Chunyang Li, Zisheng Yu, Ruiyuan Li, Yuxuan Liang, Tianfu He, Yu Zheng
Learning to Generate Maps from Trajectories. AAAI (2020)
Sijie Ruan, Zi Xiong, Cheng Long, Yiheng Chen, Jie Bao, Tianfu He, Ruiyuan Li, Shengnan Wu, Zhongyuan Jiang, Yu Zheng
Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories. KDD (2020)
Ruiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao, Yu Zheng
JUST: JD Urban Spatio-Temporal Data Engine. ICDE (2020)
Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng
TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data. ICDE (2020)
Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng
What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities. WWW (2020)
Tianfu He, Jie Bao, Sijie Ruan, Ruiyuan Li, Yanhua Li, Hui He, Yu Zheng
Interactive Bike Lane Planning Using Sharing Bikes' Trajectories. IEEE Trans. Knowl. Data Eng. 32 (8) (2020)
Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li
You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. CIKM (2020)
Cong Zhang, Yanhua Li, Jie Bao, Sijie Ruan, Tianfu He, Hui Lu, Zhihong Tian, Cong Liu, Chao Tian, Jianfeng Lin, Xianen Li
Effective Recycling Planning for Dockless Sharing Bikes. SIGSPATIAL/GIS (2019)
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng
UrbanFM: Inferring Fine-Grained Urban Flows. KDD (2019)
Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng
UrbanFM: Inferring Fine-Grained Urban Flows. CoRR (2019)
Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Chao Tian, Yu Zheng
Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories. KDD (2018)
Sijie Ruan, Ruiyuan Li, Jie Bao, Tianfu He, Yu Zheng
CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework. ICDE (2018)
Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng
Planning Bike Lanes based on Sharing-Bikes' Trajectories. KDD (2017)
Ruiyuan Li, Sijie Ruan, Jie Bao, Yu Zheng
A Cloud-Based Trajectory Data Management System. SIGSPATIAL/GIS (2017)
Ruiyuan Li, Sijie Ruan, Jie Bao, Yanhua Li, Yingcai Wu, Yu Zheng
Querying Massive Trajectories by Path on the Cloud. SIGSPATIAL/GIS (2017)