Sijie Ruan
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
32
Venues
11
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
32 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Explicit Intent-Enhanced Knowledge Distillation for Trip Recommendation. | Shuliang Wang, Xiaoting Leng, Sijie Ruan, Dingqi Yang, Yicheng Tang, Qianyu Yang, Qianxiong Xu, Jiabao Zhu, Hanning Yuan |
| 2026 | AAAI | Meta Dynamic Graph for Traffic Flow Prediction. | Yiqing Zou, Hanning Yuan, Qianyu Yang, Ziqiang Yuan, Shuliang Wang, Sijie Ruan |
| 2026 | KDD | Predictive Mobile Refueling for Agricultural Machinery via Deep Reinforcement Learning. | Sijie Ruan, Renchi Jiang, Song Tang, Yexin Li, Weixin Zhai, Xinhao Liu, Bingbing Hu, Hanning Yuan, Caicong Wu, Shuliang Wang |
| 2026 | WWW | AgentSense: LLMs Empower Generalizable and Explainable Web-Based Participatory Urban Sensing. | Xusen Guo, Mingxing Peng, Xixuan Hao, Xingchen Zou, Qiongyan Wang, Sijie Ruan, Yuxuan Liang |
| 2025 | AAAI | KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy. | Qianxiong Xu, Cheng Long, Ziyue Li, Sijie Ruan, Rui Zhao, Zhishuai Li |
| 2025 | ICDE | AdaMove: Efficient Test-Time Adaptation for Human Mobility Prediction. | Huaxu Han, Shuliang Wang, Sijie Ruan, Qianyu Yang, Yuxuan Liang, Ziqiang Yuan, Cheng Long, Hanning Yuan, Yu Zheng |
| 2025 | ICML | Generative Human Trajectory Recovery via Embedding-Space Conditional Diffusion. | Kaijun Liu, Sijie Ruan, Liang Zhang, Cheng Long, Shuliang Wang, Liang Yu |
| 2025 | IJCNN | Cold Start Point-of-Interest Representation Learning with Conditional Diffusion Model. | Liang Zhang, Sijie Ruan, Kaijun Liu, Cheng Long |
| 2025 | KDD | Spatial Hierarchical Meta-Learning for Single-Point Map Matching. | Sijie Ruan, Yiqing Zou, Qianyu Yang, Haoyu Han, Yeting Zhang, Ziqiang Yuan, Hanning Yuan, Shuliang Wang |
| 2024 | CIKM | TrafCL: Robust Encrypted Malicious Traffic Detection via Contrastive Learning. | Xiaodu Yang, Sijie Ruan, Jinyu Li, Yinliang Yue, Bo Sun |
| 2024 | ICDE | Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning. | Shuliang Wang, Song Tang, Sijie Ruan, Cheng Long, Yuxuan Liang, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng |
| 2024 | IJCAI | Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning. | Kang Luo, Yuanshao Zhu, Wei Chen, Kun Wang, Zhengyang Zhou, Sijie Ruan, Yuxuan Liang |
| 2024 | KDD | DiffCrime: A Multimodal Conditional Diffusion Model for Crime Risk Map Inference. | Shuliang Wang, Xinyu Pan, Sijie Ruan, Haoyu Han, Ziyu Wang, Hanning Yuan, Jiabao Zhu, Qi Li |
| 2023 | ADMA | CD-BNN: Causal Discovery with Bayesian Neural Network. | Huaxu Han, Shuliang Wang, Hanning Yuan, Sijie Ruan |
| 2023 | KDD | SAInf: Stay Area Inference of Vehicles using Surveillance Camera Records. | Zhipeng Ma, Chuishi Meng, Huimin Ren, Sijie Ruan, Jie Bao, Xiaoting Wang, Tianrui Li, Yu Zheng |
| 2022 | CIKM | Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training. | Qianxiong Xu, Sijie Ruan, Cheng Long, Liang Yu, Chen Zhang |
| 2022 | ICDE | TraSS: Efficient Trajectory Similarity Search Based on Key-Value Data Stores. | Huajun He, Ruiyuan Li, Sijie Ruan, Tianfu He, Jie Bao, Tianrui Li, Yu Zheng |
| 2022 | ICDE | Discovering Actual Delivery Locations from Mis-Annotated Couriers' Trajectories. | Sijie Ruan, Cheng Long, Xiaodu Yang, Tianfu He, Ruiyuan Li, Jie Bao, Yiheng Chen, Shengnan Wu, Jiangtao Cui, Yu Zheng |
| 2022 | KDD | Service Time Prediction for Delivery Tasks via Spatial Meta-Learning. | Sijie Ruan, Cheng Long, Zhipeng Ma, Jie Bao, Tianfu He, Ruiyuan Li, Yiheng Chen, Shengnan Wu, Yu Zheng |
| 2022 | MDM | Modeling Trajectories with Multi-task Learning. | Kaijun Liu, Sijie Ruan, Qianxiong Xu, Cheng Long, Nan Xiao, Nan Hu, Liang Yu, Sinno Jialin Pan |
| 2021 | KDD | MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning. | Huimin Ren, Sijie Ruan, Yanhua Li, Jie Bao, Chuishi Meng, Ruiyuan Li, Yu Zheng |
| 2020 | AAAI | Learning to Generate Maps from Trajectories. | Sijie Ruan, Cheng Long, Jie Bao, Chunyang Li, Zisheng Yu, Ruiyuan Li, Yuxuan Liang, Tianfu He, Yu Zheng |
| 2020 | CIKM | You Are How You Use: Catching Gas Theft Suspects among Diverse Restaurant Users. | Xiaodu Yang, Xiuwen Yi, Shun Chen, Sijie Ruan, Junbo Zhang, Yu Zheng, Tianrui Li |
| 2020 | DASFAA | Discovering Real-Time Reachable Area Using Trajectory Connections. | Ruiyuan Li, Jie Bao, Huajun He, Sijie Ruan, Tianfu He, Liang Hong, Zhongyuan Jiang, Yu Zheng |
| 2020 | ICDE | JUST: JD Urban Spatio-Temporal Data Engine. | Ruiyuan Li, Huajun He, Rubin Wang, Yuchuan Huang, Junwen Liu, Sijie Ruan, Tianfu He, Jie Bao, Yu Zheng |
| 2020 | ICDE | TrajMesa: A Distributed NoSQL Storage Engine for Big Trajectory Data. | Ruiyuan Li, Huajun He, Rubin Wang, Sijie Ruan, Yuan Sui, Jie Bao, Yu Zheng |
| 2020 | KDD | Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories. | Sijie Ruan, Zi Xiong, Cheng Long, Yiheng Chen, Jie Bao, Tianfu He, Ruiyuan Li, Shengnan Wu, Zhongyuan Jiang, Yu Zheng |
| 2020 | WWW | What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities. | Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Li Song, Hui He, Yu Zheng |
| 2019 | KDD | UrbanFM: Inferring Fine-Grained Urban Flows. | Yuxuan Liang, Kun Ouyang, Lin Jing, Sijie Ruan, Ye Liu, Junbo Zhang, David S. Rosenblum, Yu Zheng |
| 2018 | ICDE | CloudTP: A Cloud-Based Flexible Trajectory Preprocessing Framework. | Sijie Ruan, Ruiyuan Li, Jie Bao, Tianfu He, Yu Zheng |
| 2018 | KDD | Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories. | Tianfu He, Jie Bao, Ruiyuan Li, Sijie Ruan, Yanhua Li, Chao Tian, Yu Zheng |
| 2017 | KDD | Planning Bike Lanes based on Sharing-Bikes' Trajectories. | Jie Bao, Tianfu He, Sijie Ruan, Yanhua Li, Yu Zheng |