Tianyi Li

66 papers A* 10B 3Journal 51Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
C-TRAIL: A Commonsense World Framework for Trajectory Planning in Autonomous Driving.
CoRR
Zhihong Cui, Haoran Tang, Tianyi Li, Yushuai Li, Peiyuan Guan, Amir Taherkordi, Tor Skeie
2026 J jnl
CLEAR: A Knowledge-Centric Vessel Trajectory Analysis Platform.
CoRR
Hengyu Liu, Tianyi Li, Haoyu Wang, Kristian Torp, Yushuai Li, Tiancheng Zhang, Torben Bach Pedersen, Christian S. Jensen
2026 J jnl
Clustered Federated Learning for Energy-Harvesting Smart Meters in P2P Energy Trading.
IEEE Trans. Green Commun. Netw.
Ziming Liu, Bonan Huang, Cheng Zhang, Zhongming Yao, Tianyi Li, Qiuye Sun, Yushuai Li
2026 J jnl
FEAT: A Linear-Complexity Foundation Model for Extremely Large Structured Data.
CoRR
Zhenghang Song, Tang Qian, Lu Chen, Yushuai Li, Zhengke Hu, Bingbing Fang, Yumeng Song, Junbo Zhao, Sheng Zhang, Tianyi Li
2026 J jnl
Moon: A Modality Conversion-Based Efficient Multivariate Time Series Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
Yuanyuan Yao, Yuhan Shi, Lu Chen, Ziquan Fang, Yunjun Gao, Leong Hou U, Yushuai Li, Tianyi Li
2026 B conf
RTCM: A Distributed Snapshot-Based Framework for Real-Time Co-Movement Mining.
EDBT
Chenxu Wang, Jiaxing Wei, Tianyi Li, Hongzhen Xiang, Junzhou Zhao, Pinghui Wang, Tao Qin, Yushuai Li, Christian S. Jensen
2026 J jnl
Replacing Multi-Step Assembly of Data Preparation Pipelines with One-Step LLM Pipeline Generation for Table QA.
CoRR
Fengyu Li, Junhao Zhu, Kaishi Song, Lu Chen, Zhongming Yao, Tianyi Li, Christian S. Jensen
2026 J jnl
TCRL: Temporal-Coupled Adversarial Training for Robust Constrained Reinforcement Learning in Worst-Case Scenarios.
CoRR
Wentao Xu, Zhongming Yao, Weihao Li, Zhenghang Song, Yumeng Song, Tianyi Li, Yushuai Li
2026 J jnl
VISTA: Knowledge-Driven Interpretable Vessel Trajectory Imputation via Large Language Models.
CoRR
Hengyu Liu, Tianyi Li, Haoyu Wang, Kristian Torp, Tiancheng Zhang, Yushuai Li, Christian S. Jensen
2025 B conf
A Multi-Modal Knowledge-Enhanced Framework for Vessel Trajectory Prediction.
SSTD
Haomin Yu, Tianyi Li, Kristian Torp, Christian S. Jensen
2025 J jnl
A Multi-Modal Knowledge-Enhanced Framework for Vessel Trajectory Prediction.
CoRR
Haomin Yu, Tianyi Li, Kristian Torp, Christian S. Jensen
2025 J jnl
ACTIVE: Continuous Similarity Search for Vessel Trajectories.
CoRR
Tiantian Liu, Hengyu Liu, Tianyi Li, Kristian Torp, Christian S. Jensen
2025 J jnl
Advancing Knowledge Tracing by Exploring Follow-up Performance Trends.
CoRR
Hengyu Liu, Yushuai Li, Minghe Yu, Tiancheng Zhang, Ge Yu, Torben Bach Pedersen, Kristian Torp, Christian S. Jensen, Tianyi Li
2025 A* conf
Arrow: Accelerator for Time Series Causal Discovery with Time Weaving.
ICML
Yuanyuan Yao, Yuan Dong, Lu Chen, Kun Kuang, Ziquan Fang, Cheng Long, Yunjun Gao, Tianyi Li
2025 J jnl
Beyond Relational: Semantic-Aware Multi-Modal Analytics with LLM-Native Query Optimization.
CoRR
Junhao Zhu, Lu Chen, Xiangyu Ke, Ziquan Fang, Tianyi Li, Yunjun Gao, Christian S. Jensen
2025 J jnl
Blockchain and Federated Learning in P2P Energy Trading: Privacy Protection and Prosumer Incentives.
IEEE Trans. Ind. Informatics
Ziming Liu, Bonan Huang, Yushuai Li, Cheng Zhang, Tianyi Li, Qiuye Sun, David Wenzhong Gao
2025 J jnl
Digital Twin for Secure Peer-to-Peer Trading in Cyber-Physical Energy Systems.
IEEE Trans. Netw. Sci. Eng.
Yushuai Li, Peiyuan Guan, Tianyi Li, Kim Guldstrand Larsen, Marco Aiello, Torben Bach Pedersen, Tingwen Huang, Yan Zhang
2025 J jnl
Joint V2V Group Association and Transmission Power Control in Federated Vehicular Networks.
IEEE Internet Things J.
Su Liu, Peiyuan Guan, Yushuai Li, Tianyi Li, Zolaikha Zolfagharian, Jiong Yu, Tingwen Huang
2025 — conf
Kano Model for Enhanced Satisfaction in User-Centric EV Charging and P2P Energy Trading.
VTC2025-Spring
Min Zhang, Yushuai Li, Tianyi Li, Torben Bach Pedersen, Kim Guldstrand Larsen, Christian S. Jensen
2025 J jnl
MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data (Extended Version).
CoRR
Hengyu Liu, Tianyi Li, Yuqiang He, Kristian Torp, Yushuai Li, Christian S. Jensen
2025 J jnl
MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data.
Proc. VLDB Endow.
Hengyu Liu, Tianyi Li, Yuqiang He, Kristian Torp, Yushuai Li, Christian S. Jensen
2025 J jnl
Moon: A Modality Conversion-based Efficient Multivariate Time Series Anomaly Detection.
CoRR
Yuanyuan Yao, Yuhan Shi, Lu Chen, Ziquan Fang, Yunjun Gao, Leong Hou U, Yushuai Li, Tianyi Li
2025 J jnl
OneDB: A Distributed Multi-Metric Data Similarity Search System.
CoRR
Tang Qian, Yifan Zhu, Lu Chen, Xiangyu Ke, Jingwen Zhao, Tianyi Li, Yunjun Gao, Christian S. Jensen
2025 J jnl
Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification.
CoRR
Yumeng Song, Yu Gu, Tianyi Li, Yushuai Li, Christian S. Jensen, Ge Yu
2025 A* conf
RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations.
ICML
Yushuai Li, Hengyu Liu, Torben Bach Pedersen, Yuqiang He, Kim Guldstrand Larsen, Lu Chen, Christian S. Jensen, Jiachen Xu, Tianyi Li
2025 J jnl
SWASH: A Flexible Communication Framework with Sliding Window-Based Cache Sharing for Scalable DGNN Training.
Proc. ACM Manag. Data
Zhen Song, Yu Gu, Tianyi Li, Yushuai Li, Qing Sun, Yanfeng Zhang, Christian S. Jensen, Ge Yu
2025 J jnl
SimRN: Trajectory Similarity Learning in Road Networks based on Distributed Deep Reinforcement Learning.
Proc. VLDB Endow.
Danlei Hu, Yilin Li, Lu Chen, Ziquan Fang, Yushuai Li, Yunjun Gao, Tianyi Li
2025 — conf
Toast: Task-Oriented Multi-dimensional Augmentation for Spatio-Temporal Trajectory Data.
KDD (2)
Junhao Zhu, Tao Wang, Lu Chen, Ziquan Fang, Yunjun Gao, Tianyi Li
2025 J jnl
UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings.
IEEE Trans. Knowl. Data Eng.
Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan
2025 A* conf
VGQ: Enabling Verifiable Graph Queries on Blockchain Systems.
ICDE
Zhongming Yao, Tianyi Li, Junchang Xin, Yushuai Li, Chenxu Wang, Zhiqiong Wang, Divesh Srivastava, Christian S. Jensen
2024 J jnl
A Demonstration of TENDS: Time Series Management System based on Model Selection.
Proc. VLDB Endow.
Yuanyuan Yao, Shenjia Dai, Yilin Li, Lu Chen, Dimeng Li, Yunjun Gao, Tianyi Li
2024 J jnl
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.
IEEE Trans. Knowl. Data Eng.
Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu
2024 J jnl
Digital Twin-Empowered Voltage Control for Power Systems.
CoRR
Jiachen Xu, Yushuai Li, Torben Bach Pedersen, Yuqiang He, Kim Guldstrand Larsen, Tianyi Li
2024 J jnl
DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training.
Proc. VLDB Endow.
Zhen Song, Yu Gu, Qing Sun, Tianyi Li, Yanfeng Zhang, Yushuai Li, Christian S. Jensen, Ge Yu
2024 J jnl
Efficient Cost Modeling of Space-filling Curves.
Proc. VLDB Endow.
Guanli Liu, Lars Kulik, Christian S. Jensen, Tianyi Li, Renata Borovica-Gajic, Jianzhong Qi
2024 J jnl
Estimator: An Effective and Scalable Framework for Transportation Mode Classification Over Trajectories.
IEEE Trans. Intell. Transp. Syst.
Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao
2024 J jnl
FedAGL: A Communication-Efficient Federated Vehicular Network.
IEEE Trans. Intell. Veh.
Su Liu, Yushuai Li, Peiyuan Guan, Tianyi Li, Jiong Yu, Amir Taherkordi, Christian S. Jensen
2024 J jnl
FedAPT: Joint Adaptive Parameter Freezing and Resource Allocation for Communication-Efficient Federated Vehicular Networks.
IEEE Internet Things J.
Jia Wu, Tingyi Dai, Peiyuan Guan, Su Liu, Fangfang Gou, Amir Taherkordi, Yushuai Li, Tianyi Li
2024 J jnl
LEAP: A Low-cost Spark SQL Query Optimizer using Pairwise Comparison.
Proc. VLDB Endow.
Junhao Ye, Jiahui Li, Lu Chen, Yuren Mao, Yunjun Gao, Tianyi Li
2024 A* conf
LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control.
ICDE
Jianpeng Wei, Yu Gu, Tianyi Li, Jianzhong Qi, Chuanwen Li, Yanfeng Zhang, Christian S. Jensen, Ge Yu
2024 J jnl
Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification.
Proc. VLDB Endow.
Yumeng Song, Yu Gu, Tianyi Li, Yushuai Li, Christian S. Jensen, Ge Yu
2024 A* conf
SWISP: Distributed Convoy Mining via Sliding Window-based Indexing and Sub-track Partitioning.
ICDE
Chenxu Wang, Xin Yang, Tianyi Li, Jiaxing Wei, Pinghui Wang, Hongzhen Xiang, Christian S. Jensen
2024 J jnl
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study.
IEEE Trans. Knowl. Data Eng.
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
2024 J jnl
T-Assess: An Efficient Data Quality Assessment System Tailored for Trajectory Data.
Proc. VLDB Endow.
Junhao Zhu, Tao Wang, Danlei Hu, Ziquan Fang, Lu Chen, Yunjun Gao, Tianyi Li, Christian S. Jensen
2024 A* conf
TSec: An Efficient and Effective Framework for Time Series Classification.
ICDE
Yuanyuan Yao, Hailiang Jie, Lu Chen, Tianyi Li, Yunjun Gao, Shiting Wen
2024 J jnl
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings.
CoRR
Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan
2023 J jnl
ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling.
Proc. ACM Manag. Data
Zhen Song, Yu Gu, Tianyi Li, Qing Sun, Yanfeng Zhang, Christian S. Jensen, Ge Yu
2023 J jnl
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.
CoRR
Yumeng Song, Yu Gu, Tianyi Li, Jianzhong Qi, Zhenghao Liu, Christian S. Jensen, Ge Yu
2023 J jnl
Efficient Cost Modeling of Space-filling Curves.
CoRR
Guanli Liu, Lars Kulik, Christian S. Jensen, Tianyi Li, Jianzhong Qi
2023 J jnl
Real-time Workload Pattern Analysis for Large-scale Cloud Databases.
CoRR
Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao
2023 J jnl
Real-time Workload Pattern Analysis for Large-scale Cloud Databases.
Proc. VLDB Endow.
Jiaqi Wang, Tianyi Li, Anni Wang, Xiaoze Liu, Lu Chen, Jie Chen, Jianye Liu, Junyang Wu, Feifei Li, Yunjun Gao
2023 A* conf
SEA: A Scalable Entity Alignment System.
SIGIR
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei
2023 J jnl
SEA: A Scalable Entity Alignment System.
CoRR
Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao, Ziheng Wei
2023 J jnl
SimpleTS: An Efficient and Universal Model Selection Framework for Time Series Forecasting.
Proc. VLDB Endow.
Yuanyuan Yao, Dimeng Li, Hailiang Jie, Lu Chen, Tianyi Li, Jie Chen, Jiaqi Wang, Feifei Li, Yunjun Gao
2023 J jnl
Spatio-Temporal Trajectory Similarity Measures: A Comprehensive Survey and Quantitative Study.
CoRR
Danlei Hu, Lu Chen, Hanxi Fang, Ziquan Fang, Tianyi Li, Yunjun Gao
2023 A* conf
Unsupervised Entity Alignment for Temporal Knowledge Graphs.
WWW
Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao
2023 J jnl
Unsupervised Entity Alignment for Temporal Knowledge Graphs.
CoRR
Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao
2022 A* conf
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities.
KDD
Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen
2022 J jnl
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities.
CoRR
Yunjun Gao, Xiaoze Liu, Junyang Wu, Tianyi Li, Pengfei Wang, Lu Chen
2022 J jnl
Distributed Resilient Double-Gradient-Descent Based Energy Management Strategy for Multi-Energy System Under DoS Attacks.
IEEE Trans. Netw. Sci. Eng.
Yushuai Li, Tianyi Li, Huaguang Zhang, Xiangpeng Xie, Qiuye Sun
2022 J jnl
Estimator: An Effective and Scalable Framework for Transportation Mode Classification over Trajectories.
CoRR
Danlei Hu, Ziquan Fang, Hanxi Fang, Tianyi Li, Chunhui Shen, Lu Chen, Yunjun Gao
2022 A* conf
Evolutionary Clustering of Moving Objects.
ICDE
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu
2021 J jnl
Evolutionary Clustering of Streaming Trajectories.
CoRR
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Jilin Hu
2021 J jnl
TRACE: Real-time Compression of Streaming Trajectories in Road Networks.
Proc. VLDB Endow.
Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen
2020 J jnl
Compression of Uncertain Trajectories in Road Networks.
Proc. VLDB Endow.
Tianyi Li, Ruikai Huang, Lu Chen, Christian S. Jensen, Torben Bach Pedersen
2017 B conf
An Effective and Efficient Truth Discovery Framework over Data Streams.
EDBT
Tianyi Li, Yu Gu, Xiangmin Zhou, Qian Ma, Ge Yu