Tianyi Li

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 26

Top Topics

Evolutionary Clustering

Top Venues

Proc. VLDB Endow.

IEEE Trans. Knowl. Data Eng.

Publications

Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yan Lin, Zeyu Zhou, Yicheng Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings. CoRR (2024)
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. IEEE Trans. Knowl. Data Eng. 36 (5) (2024)
Yuanyuan Yao, Hailiang Jie, Lu Chen, Tianyi Li, Yunjun Gao, Shiting Wen
TSec: An Efficient and Effective Framework for Time Series Classification. ICDE (2024)
Jia Wu, Tingyi Dai, Peiyuan Guan, Su Liu, Fangfang Gou, Amir Taherkordi, Yushuai Li, Tianyi Li
FedAPT: Joint Adaptive Parameter Freezing and Resource Allocation for Communication-Efficient Federated Vehicular Networks. IEEE Internet Things J. 11 (11) (2024)
Su Liu, Yushuai Li, Peiyuan Guan, Tianyi Li, Jiong Yu, Amir Taherkordi, Christian S. Jensen
FedAGL: A Communication-Efficient Federated Vehicular Network. IEEE Trans. Intell. Veh. 9 (2) (2024)
Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao
Real-time Workload Pattern Analysis for Large-scale Cloud Databases. CoRR (2023)
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei
SEA: A Scalable Entity Alignment System. SIGIR (2023)
Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network. CoRR (2023)
Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao
Unsupervised Entity Alignment for Temporal Knowledge Graphs. CoRR (2023)
Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao
Real-time Workload Pattern Analysis for Large-scale Cloud Databases. Proc. VLDB Endow. 16 (12) (2023)
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei
SEA: A Scalable Entity Alignment System. CoRR (2023)
Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao
Unsupervised Entity Alignment for Temporal Knowledge Graphs. WWW (2023)
Zhen Song, Yu Gu, Tianyi Li, Qing Sun, Yanfeng Zhang, Christian S. Jensen, Ge Yu
ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling. Proc. ACM Manag. Data 1 (4) (2023)
Yuanyuan Yao, Dimeng Li, Hailiang Jie, Lu Chen, Tianyi Li, Jie Chen, Jiaqi Wang, Feifei Li, Yunjun Gao
SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting. Proc. VLDB Endow. 16 (12) (2023)
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study. CoRR (2023)
Guanli Liu, Lars Kulik, Christian S. Jensen, Tianyi Li, Jianzhong Qi
Efficient Cost Modeling of Space-filling Curves. CoRR (2023)
Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao
Estimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectories. CoRR (2022)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu
Evolutionary Clustering of Moving Objects. ICDE (2022)
Yushuai Li, Tianyi Li, Huaguang Zhang, Xiangpeng Xie, Qiuye Sun
Distributed Resilient Double-Gradient-Descent Based Energy Management Strategy for Multi-Energy System Under DoS Attacks. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities. KDD (2022)
Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities. CoRR (2022)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen
TRACE: Real-time Compression of Streaming Trajectories in Road Networks. Proc. VLDB Endow. 14 (7) (2021)
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Jilin Hu
Evolutionary Clustering of Streaming Trajectories. CoRR (2021)
Tianyi Li, Ruikai Huang, Lu Chen, Christian S. Jensen, Torben Bach Pedersen
Compression of Uncertain Trajectories in Road Networks. Proc. VLDB Endow. 13 (7) (2020)
Tianyi Li, Yu Gu, Xiangmin Zhou, Qian Ma, Ge Yu
An Effective and Efficient Truth Discovery Framework over Data Streams. EDBT (2017)