Protein-protein interaction network comparison based on wavelet and principal component analysis. - Yong Luo; Yan Zhao 008; Lei Cheng; Ping Jiang; Jianxin Wang 001 (BIBM Workshops, 2010)

Lossless Visible Three-Dimensional Watermark of Digital Elevation Model Data. - Yong Luo; Yan Zhao 008; Lei Cheng; Jianxin Wang 001; Xuchong Liu (Trans. Edutainment, 2012)

A Novel Hybrid Friends Recommendation Framework for Twitter. - Yan Zhao 008; Jia Zhu 003; Mengdi Jia; Wenyan Yang; Kai Zheng 001 (APWeb/WAIM (2), 2017)

Destination-aware Task Assignment in Spatial Crowdsourcing. - Yan Zhao 008; Yang Li; Yu Wang; Han Su 001; Kai Zheng 001 (CIKM, 2017)

A Time-Aware Path-Based Publish/Subscribe Framework. - Mengdi Jia; Yan Zhao 008; Bolong Zheng; Guanfeng Liu 001; Kai Zheng 001 (DASFAA (1), 2018)

Modeling Travel Behavior Similarity with Trajectory Embedding. - Wenyan Yang; Yan Zhao 008; Bolong Zheng; Guanfeng Liu 001; Kai Zheng 001 (DASFAA (1), 2018)

REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. - Yan Zhao 008; Shuo Shang; Yu Wang; Bolong Zheng; Quoc Viet Hung Nguyen; Kai Zheng 001 (KDD, 2018)

Mining High-Quality Fine-Grained Type Information from Chinese Online Encyclopedias. - Maoxiang Hao; Zhixu Li; Yan Zhao 008; Kai Zheng 001 (WISE (2), 2018)

Preference-Aware Task Assignment in Spatial Crowdsourcing. - Yan Zhao 008; Jinfu Xia; Guanfeng Liu 001; Han Su 001; Defu Lian; Shuo Shang; Kai Zheng 001 (AAAI, 2019)

Music Playlist Recommendation with Long Short-Term Memory. - Huiping Yang; Yan Zhao 008; Jinfu Xia; Bin Yao 002; Min Zhang 005; Kai Zheng 001 (DASFAA (2), 2019)

Top-K Spatio-Topic Query on Social Media Data. - Lianming Zhou; Xuanhao Chen 001; Yan Zhao 008; Kai Zheng 001 (DASFAA (2), 2019)

DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation. - Huizhao Wang; Guanfeng Liu 001; Yan Zhao 008; Bolong Zheng; Pengpeng Zhao 001; Kai Zheng 001 (ICDM, 2019)

Profit-driven Task Assignment in Spatial Crowdsourcing. - Jinfu Xia; Yan Zhao 008; Guanfeng Liu 001; Jiajie Xu 001; Min Zhang 005; Kai Zheng 001 (IJCAI, 2019)

Hidden POI Ranking with Spatial Crowdsourcing. - Yue Cui 001; Liwei Deng 001; Yan Zhao 008; Bin Yao 002; Vincent W. Zheng; Kai Zheng 001 (KDD, 2019)

Social context-aware trust paths finding for trustworthy service provider selection in social media. - Junwen Lu; Guanfeng Liu 001; Bolong Zheng; Yan Zhao 008; Kai Zheng 001 (Multim. Tools Appl., 2019)

Multi-modal Knowledge Graphs for Recommender Systems. - Rui Sun; Xuezhi Cao; Yan Zhao 008; Junchen Wan; Kun Zhou 002; Fuzheng Zhang; Zhongyuan Wang 006; Kai Zheng 001 (CIKM, 2020)

Group Task Assignment with Social Impact-Based Preference in Spatial Crowdsourcing. - Xiang Li; Yan Zhao 008; Jiannan Guo 001; Kai Zheng 001 (DASFAA (2), 2020)

Intention-Based Destination Recommendation in Navigation Systems. - Shuncheng Liu 001; Guanglin Cong; Bolong Zheng; Yan Zhao 008; Kai Zheng 001; Han Su 001 (DASFAA (3), 2020)

DeepQT : Learning Sequential Context for Query Execution Time Prediction. - Jingxiong Ni; Yan Zhao 008; Kai Zeng 002; Han Su 001; Kai Zheng 001 (DASFAA (3), 2020)

Predictive Task Assignment in Spatial Crowdsourcing: A Data-driven Approach. - Yan Zhao 008; Kai Zheng 001; Yue Cui 001; Han Su 001; Feida Zhu 001; Xiaofang Zhou 001 (ICDE, 2020)

Consensus-Based Group Task Assignment with Social Impact in Spatial Crowdsourcing. - Xiang Li; Yan Zhao 008; Xiaofang Zhou 001; Kai Zheng 001 (Data Sci. Eng., 2020)

Hybrid route recommendation with taxi and shared bicycles. - Hao Zhou; Yan Zhao 008; Junhua Fang; Xuanhao Chen 001; Kai Zeng 002 (Distributed Parallel Databases, 2020)

Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing. - Kai Zheng 001; Yan Zhao 008; Defu Lian; Bolong Zheng; Guanfeng Liu 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2020)

Destination-Aware Task Assignment in Spatial Crowdsourcing: A Worker Decomposition Approach. - Yan Zhao 008; Kai Zheng 001; Yang Li; Han Su 001; Jiajun Liu; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2020)

Temporal paths discovery with multiple constraints in attributed dynamic graphs. - Anqi Zhao; Guanfeng Liu 001; Bolong Zheng; Yan Zhao 008; Kai Zheng 001 (World Wide Web, 2020)

Subgraph Convolutional Network for Recommendation. - Yan Zhao 008; Lianming Zhou; Liwei Deng 001; Vincent W. Zheng; Hongzhi Yin; Kai Zheng 001 (CCIS, 2021)

Task Assignment with Worker Churn Prediction in Spatial Crowdsourcing. - Ziwei Wang; Yan Zhao 008; Xuanhao Chen 001; Kai Zheng 001 (CIKM, 2021)

Task Allocation with Geographic Partition in Spatial Crowdsourcing. - Guanyu Ye; Yan Zhao 008; Xuanhao Chen 001; Kai Zheng 001 (CIKM, 2021)

HIFI: Anomaly Detection for Multivariate Time Series with High-order Feature Interactions. - Liwei Deng 001; Xuanhao Chen 001; Yan Zhao 008; Kai Zheng 001 (DASFAA (1), 2021)

Personalized Dynamic Knowledge-Aware Recommendation with Hybrid Explanations. - Hao Sun 015; Zijian Wu 003; Yue Cui 001; Liwei Deng 001; Yan Zhao 008; Kai Zheng 001 (DASFAA (3), 2021)

DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series. - Xuanhao Chen 001; Liwei Deng 001; Feiteng Huang; Chengwei Zhang; Zongquan Zhang; Yan Zhao 008; Kai Zheng 001 (ICDE, 2021)

Coalition-based Task Assignment in Spatial Crowdsourcing. - Yan Zhao 008; Jiannan Guo 001; Xuanhao Chen 001; Jianye Hao; Xiaofang Zhou 001; Kai Zheng 001 (ICDE, 2021)

Fairness-aware Task Assignment in Spatial Crowdsourcing: Game-Theoretic Approaches. - Yan Zhao 008; Kai Zheng 001; Jiannan Guo 001; Bin Yang 002; Torben Bach Pedersen; Christian S. Jensen (ICDE, 2021)

Preference-aware Group Task Assignment in Spatial Crowdsourcing: A Mutual Information-based Approach. - Yunchuan Li; Yan Zhao 008; Kai Zheng 001 (ICDM, 2021)

Lane Change Scheduling for Autonomous Vehicle: A Prediction-and-Search Framework. - Shuncheng Liu 001; Han Su 001; Yan Zhao 008; Kai Zeng 002; Kai Zheng 001 (KDD, 2021)

A-DSP: An Adaptive Join Algorithm for Dynamic Data Stream on Cloud System. - Junhua Fang; Rong Zhang 002; Yan Zhao 008; Kai Zheng 001; Xiaofang Zhou 001; Aoying Zhou (IEEE Trans. Knowl. Data Eng., 2021)

Community-based influence maximization in location-based social network. - Xuanhao Chen 001; Liwei Deng 001; Yan Zhao 008; Xiaofang Zhou 001; Kai Zheng 001 (World Wide Web, 2021)

Task Assignment with Spatio-temporal Recommendation in Spatial Crowdsourcing. - Chen Zhu; Yue Cui 001; Yan Zhao 008; Kai Zheng 001 (APWeb/WAIM (1), 2022)

Efficient Learning with Pseudo Labels for Query Cost Estimation. - Shuncheng Liu 001; Xu Chen 023; Yan Zhao 008; Jin Chen 008; Rui Zhou 015; Kai Zheng 001 (CIKM, 2022)

Task Publication Time Recommendation in Spatial Crowdsourcing. - Xuanlei Chen; Yan Zhao 008; Kai Zheng 001 (CIKM, 2022)

Efficient Trajectory Similarity Computation with Contrastive Learning. - Liwei Deng 001; Yan Zhao 008; Zidan Fu; Hao Sun 015; Shuncheng Liu 001; Kai Zheng 001 (CIKM, 2022)

Loyalty-based Task Assignment in Spatial Crowdsourcing. - Tinghao Lai; Yan Zhao 008; Weizhu Qian; Kai Zheng 001 (CIKM, 2022)

Task Assignment with Federated Preference Learning in Spatial Crowdsourcing. - Jiaxin Liu; Liwei Deng 001; Hao Miao 001; Yan Zhao 008; Kai Zheng 001 (CIKM, 2022)

Influence-aware Task Assignment in Spatial Crowdsourcing. - Xuanhao Chen 001; Yan Zhao 008; Kai Zheng 001; Bin Yang 002; Christian S. Jensen (ICDE, 2022)

Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders. - Tung Kieu; Bin Yang 002; Chenjuan Guo; Razvan-Gabriel Cirstea; Yan Zhao 008; Yale Song; Christian S. Jensen (ICDE, 2022)

Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection. - Tung Kieu; Bin Yang 002; Chenjuan Guo; Christian S. Jensen; Yan Zhao 008; Feiteng Huang; Kai Zheng 001 (ICDE, 2022)

Efficient Join Order Selection Learning with Graph-based Representation. - Jin Chen 008; Guanyu Ye; Yan Zhao 008; Shuncheng Liu 001; Liwei Deng 001; Xu Chen 023; Rui Zhou 015; Kai Zheng 001 (KDD, 2022)

CityCross: Transferring Attention-based Knowledge for Location-based Advertising Recommendation. - Dazhuo Qiu; Yihao Wang; Yan Zhao 008; Liwei Deng 001; Kai Zheng 001 (MDM, 2022)

Outlier Detection for Streaming Task Assignment in Crowdsourcing. - Yan Zhao 008; Xuanhao Chen 001; Liwei Deng 001; Tung Kieu; Chenjuan Guo; Bin Yang 002; Kai Zheng 001; Christian S. Jensen (WWW, 2022)

Influence-aware Task Assignment in Spatial Crowdsourcing (Technical Report). - Xuanhao Chen 001; Yan Zhao 008; Kai Zheng 001; Bin Yang 002; Christian S. Jensen (CoRR, 2022)

Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection - Extended Version. - Tung Kieu; Bin Yang 002; Chenjuan Guo; Christian S. Jensen; Yan Zhao 008; Feiteng Huang; Kai Zheng 001 (CoRR, 2022)

Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey. - Dalin Zhang 001; Kaixuan Chen 001; Yan Zhao 008; Bin Yang 002; Lina Yao 001; Christian S. Jensen (CoRR, 2022)

A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis. - Yan Zhao 008; Liwei Deng 001; Xuanhao Chen 001; Chenjuan Guo; Bin Yang 002; Tung Kieu; Feiteng Huang; Torben Bach Pedersen; Kai Zheng 001; Christian S. Jensen (CoRR, 2022)

Efficient and Effective Similar Subtrajectory Search: A Spatial-aware Comprehension Approach. - Liwei Deng 001; Hao Sun 015; Rui Sun; Yan Zhao 008; Han Su 001 (ACM Trans. Intell. Syst. Technol., 2022)

Efficient Similarity-Aware Influence Maximization in Geo-Social Network. - Xuanhao Chen 001; Yan Zhao 008; Guanfeng Liu 001; Rui Sun; Xiaofang Zhou 001; Kai Zheng 001 (IEEE Trans. Knowl. Data Eng., 2022)

Modeling Spatial Trajectories With Attribute Representation Learning. - Meng Chen 003; Yan Zhao 008; Yang Liu 008; Xiaohui Yu 001; Kai Zheng 001 (IEEE Trans. Knowl. Data Eng., 2022)

Preference-Aware Task Assignment in Spatial Crowdsourcing: From Individuals to Groups. - Yan Zhao 008; Kai Zheng 001; Hongzhi Yin; Guanfeng Liu 001; Junhua Fang; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2022)

Sequential-Knowledge-Aware Next POI Recommendation: A Meta-Learning Approach. - Yue Cui 001; Hao Sun 015; Yan Zhao 008; Hongzhi Yin; Kai Zheng 001 (ACM Trans. Inf. Syst., 2022)

The Research of Relevant Theory and Techniques for Spatial Crowdsourcing. - Yan Zhao 008 (ACM TUR-C, 2023)

ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction. - Shuhao Li 001; Yue Cui 001; Yan Zhao 008; Weidong Yang 001; Ruiyuan Zhang; Xiaofang Zhou 001 (CIKM, 2023)

Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing. - Xiaolong Zhong; Hao Miao 001; Dazhuo Qiu; Yan Zhao 008; Kai Zheng 001 (CIKM, 2023)

Fusing Local and Global Mobility Patterns for Trajectory Recovery. - Liwei Deng 001; Yan Zhao 008; Hao Sun 015; Changjie Yang; Jiandong Xie; Kai Zheng 001 (DASFAA (1), 2023)

Learned Bloom Filter for Multi-key Membership Testing. - Yunchuan Li; Ziwei Wang; Ruixin Yang; Yan Zhao 008; Rui Zhou 015; Kai Zheng 001 (DASFAA (1), 2023)

SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity. - Yupu Zhang; Liwei Deng 001; Yan Zhao 008; Jin Chen 008; Jiandong Xie; Kai Zheng 001 (DASFAA (1), 2023)

Modeling Spatial Trajectories with Attribute Representation Learning (Extended Abstract). - Meng Chen 003; Yan Zhao 008; Yang Liu 008; Xiaohui Yu 001; Kai Zheng 001 (ICDE, 2023)

Uncertainty Quantification for Traffic Forecasting: A Unified Approach. - Weizhu Qian; Dalin Zhang 001; Yan Zhao 008; Kai Zheng 001; James J. Q. Yu (ICDE, 2023)

Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning. - Zibo Liang; Xu Chen 023; Yan Zhao 008; Jiandong Xie; Kai Zeng 002; Kai Zheng 001 (ICDM, 2023)

Adversarial Autoencoder for Unsupervised Time Series Anomaly Detection and Interpretation. - Xuanhao Chen 001; Liwei Deng 001; Yan Zhao 008; Kai Zheng 001 (WSDM, 2023)

S2TUL: A Semi-Supervised Framework for Trajectory-User Linking. - Liwei Deng 001; Hao Sun 015; Yan Zhao 008; Shuncheng Liu 001; Kai Zheng 001 (WSDM, 2023)

LightCTS: A Lightweight Framework for Correlated Time Series Forecasting. - Zhichen Lai 001; Dalin Zhang 001; Huan Li 003; Christian S. Jensen; Hua Lu 001; Yan Zhao 008 (Proc. ACM Manag. Data, 2023)

Profit Optimization in Spatial Crowdsourcing: Effectiveness and Efficiency. - Yan Zhao 008; Kai Zheng 001; Yunchuan Li; Jinfu Xia; Bin Yang 002; Torben Bach Pedersen; Rui Mao 001; Christian S. Jensen; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2023)

Deep Learning-Based Bloom Filter for Efficient Multi-key Membership Testing. - Haitian Chen; Ziwei Wang; Yunchuan Li; Ruixin Yang; Yan Zhao 008; Rui Zhou 015; Kai Zheng 001 (Data Sci. Eng., 2023)

Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing. - Yan Zhao 008; Tinghao Lai; Ziwei Wang; Kaixuan Chen 001; Huan Li 003; Kai Zheng 001 (IEEE Trans. Knowl. Data Eng., 2023)

Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency. - Yan Zhao 008; Jiaxin Liu; Yunchuan Li; Dalin Zhang 001; Christian S. Jensen; Kai Zheng 001 (IEEE Trans. Knowl. Data Eng., 2023)

AdaTaskRec: An Adaptive Task Recommendation Framework in Spatial Crowdsourcing. - Yan Zhao 008; Liwei Deng 001; Kai Zheng 001 (ACM Trans. Inf. Syst., 2023)

A Unified Replay-Based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data. - Hao Miao 001; Yan Zhao 008; Chenjuan Guo; Bin Yang 002; Kai Zheng 001; Feiteng Huang; Jiandong Xie; Christian S. Jensen (ICDE, 2024)

Learning to Hash for Trajectory Similarity Computation and Search. - Liwei Deng 001; Yan Zhao 008; Jin Chen 008; Shuncheng Liu 001; Yuyang Xia; Kai Zheng 001 (ICDE, 2024)

Task Recommendation in Spatial Crowdsourcing: A Trade-Off Between Diversity and Coverage. - Liwei Deng 001; Yan Zhao 008; Yue Cui 001; Yuyang Xia; Jin Chen 008; Kai Zheng 001 (ICDE, 2024)

Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. - Yuchen Fang 001; Jiandong Xie; Yan Zhao 008; Lu Chen 001; Yunjun Gao; Kai Zheng 001 (ICDE, 2024)

LightTR: A Lightweight Framework for Federated Trajectory Recovery. - Ziqiao Liu; Hao Miao 001; Yan Zhao 008; Chenxi Liu 003; Kai Zheng 001; Huan Li 003 (ICDE, 2024)

Preventing the Popular Item Embedding Based Attack in Federated Recommendations. - Jun Zhang 069; Huan Li 003; Dazhong Rong; Yan Zhao 008; Ke Chen 005; Lidan Shou (ICDE, 2024)

E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series. - Zhichen Lai 001; Huan Li 003; Dalin Zhang 001; Yan Zhao 008; Weizhu Qian; Christian S. Jensen (WWW, 2024)

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks - Extended Version. - Chenjuan Guo; Ronghui Xu 001; Bin Yang 002; Ye Yuan; Tung Kieu; Yan Zhao 008; Christian S. Jensen (CoRR, 2024)

Conditional Lagrangian Wasserstein Flow for Time Series Imputation. - Weizhu Qian; Dalin Zhang 001; Yan Zhao 008 (CoRR, 2024)

Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching-Extended Version. - Hao Miao 001; Ziqiao Liu; Yan Zhao 008; Chenjuan Guo; Bin Yang 002; Kai Zheng 001; Christian S. Jensen (CoRR, 2024)

Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing. - Yan Zhao 008; Kai Zheng 001; Ziwei Wang; Liwei Deng 001; Bin Yang 002; Torben Bach Pedersen; Christian S. Jensen; Xiaofang Zhou 001 (VLDB J., 2024)

Task Assignment With Efficient Federated Preference Learning in Spatial Crowdsourcing. - Hao Miao 001; Xiaolong Zhong; Jiaxin Liu; Yan Zhao 008; Xiangyu Zhao 001; Weizhu Qian; Kai Zheng 001; Christian S. Jensen (IEEE Trans. Knowl. Data Eng., 2024)

TED$^+$+: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database. - Kai Huang 011; Yue Cui 001; Qingqing Ye 001; Yan Zhao 008; Xi Zhao 006; Yao Tian; Kai Zheng 001; Haibo Hu 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2024)

Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow Forecasting. - Weizhu Qian; Yan Zhao 008; Dalin Zhang 001; Bowei Chen 001; Kai Zheng 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2024)

Efficient Stochastic Routing in Path-Centric Uncertain Road Networks. - Chenjuan Guo; Ronghui Xu 001; Bin Yang 002; Yuan Ye; Tung Kieu; Yan Zhao 008; Christian S. Jensen (Proc. VLDB Endow., 2024)

Comfort-Aware Lane Change Planning With Exit Strategy for Autonomous Vehicle. - Shuncheng Liu 001; Xu Chen 023; Yan Zhao 008; Han Su 001; Xiaofang Zhou 001; Kai Zheng 001 (IEEE Trans. Knowl. Data Eng., 2024)

Uncertainty-Aware Temporal Graph Convolutional Network for Traffic Speed Forecasting. - Weizhu Qian; Thomas Dyhre Nielsen; Yan Zhao 008; Kim Guldstrand Larsen; James Jianqiao Yu (IEEE Trans. Intell. Transp. Syst., 2024)

Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework. - Yan Zhao 008; Xuanlei Chen; Guanyu Ye; Fangda Guo; Kai Zheng 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2024)

MILLION: A General Multi-Objective Framework with Controllable Risk for Portfolio Management. - Liwei Deng 001; Tianfu Wang 002; Yan Zhao 008; Kai Zheng 001 (Proc. VLDB Endow., 2024)

Less is More: Efficient Time Series Dataset Condensation via Two-fold Modal Matching. - Hao Miao 001; Ziqiao Liu; Yan Zhao 008; Chenjuan Guo; Bin Yang 002; Kai Zheng 001; Christian S. Jensen (Proc. VLDB Endow., 2024)

Efficient Data-aware Distance Comparison Operations for High-Dimensional Approximate Nearest Neighbor Search. - Liwei Deng 001; Penghao Chen; Ximu Zeng; Tianfu Wang 002; Yan Zhao 008; Kai Zheng 001 (Proc. VLDB Endow., 2024)

LightCTS*: Lightweight Correlated Time Series Forecasting Enhanced With Model Distillation. - Zhichen Lai 001; Dalin Zhang 001; Huan Li 003; Christian S. Jensen; Hua Lu 001; Yan Zhao 008 (IEEE Trans. Knowl. Data Eng., 2024)

DATA-WA: Demand-Based Adaptive Task Assignment with Dynamic Worker Availability Windows. - Jinwen Chen; Jiannan Guo 001; Dazhuo Qiu; Yawen Li 001; Guanhua Ye; Yan Zhao 008; Kai Zheng 001 (ICDE, 2025)

Sustainability-Oriented Task Recommendation in Spatial Crowdsourcing. - Jinwen Chen; Hao Miao 001; Dazhuo Qiu; Jiannan Guo 001; Yawen Li 001; Yan Zhao 008 (ICDE, 2025)

Towards Accurate Distance Estimation for Distribution-Aware c-ANN Search. - Liwei Deng 001; Penghao Chen; Ximu Zeng; Yuchen Fang 001; Jin Chen 008; Yan Zhao 008 (ICDE, 2025)

Exact and Efficient Similar Subtrajectory Search: Integrating Constraints and Simplification. - Liwei Deng 001; Fei Wang; Tianfu Wang 002; Yan Zhao 008; Yuyang Xia; Kai Zheng 001 (ICDE, 2025)

Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation. - Chenxi Liu 003; Hao Miao 001; Qianxiong Xu; Shaowen Zhou; Cheng Long 001; Yan Zhao 008; Ziyue Li 002; Rui Zhao 001 (ICDE, 2025)

Federated Trajectory Similarity Learning with Privacy-Preserving Clustering. - Hao Miao 001; Ziqiao Liu; Yan Zhao 008; Kai Zheng 001; Yupu Zhang; Christian S. Jensen (ICDE, 2025)

Optimizing Multi-Center Collaboration for Task Assignment in Spatial Crowdsourcing. - Ximu Zeng; Jianxing Lin; Liwei Deng 001; Yuchen Fang 001; Yan Zhao 008; Kai Zheng 001 (ICDE, 2025)

Web-Centric Human Mobility Analytics: Methods, Applications, and Future Directions in the LLM Era. - Zijian Zhang 009; Hao Miao 001; Yuxuan Liang; Yan Zhao 008; Xiao Han 004; Pengyue Jia; Bin Yang 002; Christian S. Jensen (WWW (Companion Volume), 2025)

Spatio-Temporal Prediction on Streaming Data: A Unified Federated Continuous Learning Framework. - Hao Miao 001; Yan Zhao 008; Chenjuan Guo; Bin Yang 002; Kai Zheng 001; Christian S. Jensen (IEEE Trans. Knowl. Data Eng., 2025)

Finding Counterfactual Evidences for Node Classification. - Dazhuo Qiu; Jinwen Chen; Arijit Khan 001; Yan Zhao 008; Francesco Bonchi (CoRR, 2025)

Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review. - Yuchen Fang 001; Hao Miao 001; Yuxuan Liang; Liwei Deng 001; Yue Cui 001; Ximu Zeng; Yuyang Xia; Yan Zhao 008; Torben Bach Pedersen; Christian S. Jensen; Xiaofang Zhou 001; Kai Zheng 001 (CoRR, 2025)

LLMs Meet Cross-Modal Time Series Analytics: Overview and Directions. - Chenxi Liu 003; Hao Miao 001; Cheng Long 001; Yan Zhao 008; Ziyue Li 002; Panos Kalnis (CoRR, 2025)

A Parameter-Efficient Federated Framework for Streaming Time Series Anomaly Detection via Lightweight Adaptation. - Hao Miao 001; Ronghui Xu 003; Yan Zhao 008; Senzhang Wang; Jianxin Wang 001; Philip S. Yu; Christian S. Jensen (IEEE Trans. Mob. Comput., 2025)