Jilin Hu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 47

Top Topics

Movement Patterns

Evolutionary Clustering

Sequence Labeling

Trajectory Data

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Feng Chen, Shuhan Yuan, Jilin Hu, Cheng-Te Li, Rudy Raymond, Lidan Shou
Editorial: Rising stars in data mining and management 2022. Frontiers Big Data 6 (2024)
Christian S. Jensen, Bin Yang, Chenjuan Guo, Jilin Hu, Kristian Torp
Routing with Massive Trajectory Data. ICDE (2024)
Di Qi, Jilin Hu, Jianbing Shen
Few-Shot Object Detection With Self-Supervising and Cooperative Classifier. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. Proc. VLDB Endow. 17 (9) (2024)
Xinle Wu, Xingjian Wu, Bin Yang, Lekui Zhou, Chenjuan Guo, Xiangfei Qiu, Jilin Hu, Zhenli Sheng, Christian S. Jensen
AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting. VLDB J. 33 (5) (2024)
Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li
Learning Time-Aware Graph Structures for Spatially Correlated Time Series Forecasting. ICDE (2024)
Zeyu Zhou, Yan Lin, Haomin Wen, Shengnan Guo, Jilin Hu, Youfang Lin, Huaiyu Wan
PLM4Traj: Cognizing Movement Patterns and Travel Purposes from Trajectories with Pre-trained Language Models. CoRR (2024)
Xiangfei Qiu, Jilin Hu, Lekui Zhou, Xingjian Wu, Junyang Du, Buang Zhang, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Zhenli Sheng, Bin Yang
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods. CoRR (2024)
Simin Xu, Lingkun Luo, Haichao Hong, Jilin Hu, Bin Yang, Shiqiang Hu
Multi-granularity attention in attention for person re-identification in aerial images. Vis. Comput. 40 (6) (2024)
Yan Lin, Jilin Hu, Shengnan Guo, Bin Yang, Christian S. Jensen, Youfang Lin, Huaiyu Wan
GenSTL: General Sparse Trajectory Learning via Auto-regressive Generation of Feature Domains. CoRR (2024)
Zhe Li, Ronghui Xu, Jilin Hu, Zhong Peng, Xi Lu, Chenjuan Guo, Bin Yang
Orca: Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models. CoRR (2024)
Jing Li, Peng Han, Xiangnan Ren, Jilin Hu, Lisi Chen, Shuo Shang
Sequence Labeling With Meta-Learning. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen
LightPath: Lightweight and Scalable Path Representation Learning. CoRR (2023)
Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen
Origin-Destination Travel Time Oracle for Map-based Services. Proc. ACM Manag. Data 1 (3) (2023)
Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 46 (4) (2023)
Haomin Yu, Jilin Hu, Xinyuan Zhou, Chenjuan Guo, Bin Yang, Qingyong Li
CGF: A Category Guidance Based PM$_{2.5}$ Sequence Forecasting Training Framework. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Zhuoruo Zhang, Jilin Hu, Chenyang Yu, Rui Chang, Yongwang Zhao
VeriReach: A Formally Verified Algorithm for Reachability Analysis in Virtual Private Cloud Networks. ICWS (2023)
Yan Lin, Huaiyu Wan, Jilin Hu, Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen
Origin-Destination Travel Time Oracle for Map-based Services. CoRR (2023)
Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tianrui Li
Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting. CoRR (2023)
Sean Bin Yang, Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen
LightPath: Lightweight and Scalable Path Representation Learning. KDD (2023)
Haomin Yu, Yanru Song, Jilin Hu, Chenjuan Guo, Bin Yang
A Crystal-Specific Pre-Training Framework for Crystal Material Property Prediction. CoRR (2023)
Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Huanlong Zhang, Jiapeng Zhang, Guohao Nie, Jilin Hu, W. J. (Chris) Zhang
Residual memory inference network for regression tracking with weighted gradient harmonized loss. Inf. Sci. 597 (2022)
Miao Zhang, Shirui Pan, Xiaojun Chang, Steven Su, Jilin Hu, Gholamreza Haffari, Bin Yang
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. CVPR (2022)
Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning. ICDE (2022)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu
Evolutionary Clustering of Moving Objects. ICDE (2022)
Simin Xu, Lingkun Luo, Jilin Hu, Bin Yang, Shiqiang Hu
Semantic driven attention network with attribute learning for unsupervised person re-identification. Knowl. Based Syst. 252 (2022)
Frederik Baymler Mathiesen, Bin Yang, Jilin Hu
Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems. AAAI (2022)
Sean Bin Yang, Chenjuan Guo, Jilin Hu, Bin Yang, Jian Tang, Christian S. Jensen
Weakly-supervised Temporal Path Representation Learning with Contrastive Curriculum Learning - Extended Version. CoRR (2022)
Sean Bin Yang, Chenjuan Guo, Jilin Hu, Jian Tang, Bin Yang
Unsupervised Path Representation Learning with Curriculum Negative Sampling. IJCAI (2021)
Miao Zhang, Jilin Hu, Steven Su, Shirui Pan, Xiaojun Chang, Bin Yang, Gholamreza Haffari
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule. CoRR (2021)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Jilin Hu
Evolutionary Clustering of Streaming Trajectories. CoRR (2021)
Yong Wang, Xian Wei, Hao Shen, Jilin Hu, Lingkun Luo
Performance evaluation of low resolution visual tracking for unmanned aerial vehicles. Neural Comput. Appl. 33 (7) (2021)
Sean Bin Yang, Chenjuan Guo, Jilin Hu, Jian Tang, Bin Yang
Unsupervised Path Representation Learning with Curriculum Negative Sampling. CoRR (2021)
Bolong Zheng, Qi Hu, Lingfeng Ming, Jilin Hu, Lu Chen, Kai Zheng, Christian S. Jensen
Spatial-Temporal Demand Forecasting and Competitive Supply via Graph Convolutional Networks. CoRR (2020)
Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen, Hui Xiong
Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks. ICDE (2020)
Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen, Lu Chen
Context-aware, preference-based vehicle routing. VLDB J. 29 (5) (2020)
Jilin Hu, Jianbing Shen, Bin Yang, Ling Shao
Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes. CoRR (2020)
Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen
Stochastic Weight Completion for Road Networks Using Graph Convolutional Networks. ICDE (2019)
Jilin Hu, Chenjuan Guo, Bin Yang, Christian S. Jensen, Lu Chen
Recurrent Multi-Graph Neural Networks for Travel Cost Prediction. CoRR (2018)
Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen
Learning to Route with Sparse Trajectory Sets - Extended Version. CoRR (2018)
Bin Yang, Jian Dai, Chenjuan Guo, Christian S. Jensen, Jilin Hu
PACE: a PAth-CEntric paradigm for stochastic path finding. VLDB J. 27 (2) (2018)
Chenjuan Guo, Bin Yang, Jilin Hu, Christian S. Jensen
Learning to Route with Sparse Trajectory Sets. ICDE (2018)
Jilin Hu, Bin Yang, Chenjuan Guo, Christian S. Jensen
Risk-aware path selection with time-varying, uncertain travel costs: a time series approach. VLDB J. 27 (2) (2018)
Jilin Hu, Bin Yang, Christian S. Jensen, Yu Ma
Enabling time-dependent uncertain eco-weights for road networks. GeoInformatica 21 (1) (2017)
Robert Waury, Jilin Hu, Bin Yang, Christian S. Jensen
Assessing the Accuracy Benefits of On-the-Fly Trajectory Selection in Fine-Grained Travel-Time Estimation. MDM (2017)
Jian Dai, Bin Yang, Chenjuan Guo, Christian S. Jensen, Jilin Hu
Path Cost Distribution Estimation Using Trajectory Data. Proc. VLDB Endow. 10 (3) (2016)