Yanlei Diao

École Polytechnique — France

Computer Science · Physical Sciences

30h-index5.1kcitations106works0.72yr avg
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Research Topics

Advanced Database Systems and Queries(46), Data Management and Algorithms(40), Data Stream Mining Techniques(17), Time Series Analysis and Forecasting(15), Algorithms and Data Compression(12)

Publications106 total

Virtual restoration of ancient mold-damaged paintings based on spectral-guided asymmetric autoencoder for hyperspectral images
npj Heritage Science·2025Open Access
Data-driven crustal deformation model in southeastern Tibetan Plateau using unsupervised machine learning techniques for GNSS observations
Physics of The Earth and Planetary Interiors·2025
Graph Transformers for Query Plan Representation: Potentials and Challenges
Proceedings of the VLDB Endowment·2025Open Access
The Cambridge Report on Database Research
arXiv (Cornell University)·2025· 1 citedOpen Access
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains
arXiv (Cornell University)·2025Open Access
INVENTORY CLASSIFICATION WITH AI: EVALUATING HOW LARGE LANGUAGE MODELS ENHANCE CATEGORIZATION USING UNPSC CODES
International Journal on Natural Language Computing·2025Open Access
Unsupervised Anomaly Detection in Multivariate Time Series across Heterogeneous Domains
Proceedings of the VLDB Endowment·2025· 1 cited
Research on Charging Location of New Energy Vehicles and Mobile Charging Vehicles Under Multi-objective Coordination
Lecture notes in electrical engineering·2025
Leveraging Large Language Models For Optimized Item Categorization using UNSPSC Taxonomy
International Journal on Cybernetics & Informatics·2024· 2 citedOpen Access
Forecasting Algorithms for Intelligent Resource Scaling: An Experimental Analysis
2024Open Access
A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning
Proceedings of the VLDB Endowment·2024· 4 citedOpen Access
Efficient Version Space Algorithms for Human-in-the-loop Model Development
ACM Transactions on Knowledge Discovery from Data·2023· 1 citedOpen Access
Efficient and robust active learning methods for interactive database exploration
The VLDB Journal·2023· 2 citedOpen Access
Fine-grained modeling and optimization for intelligent resource management in big data processing
Proceedings of the VLDB Endowment·2022· 10 citedOpen Access
A demonstration of the exathlon benchmarking platform for explainable anomaly detection
Proceedings of the VLDB Endowment·2021· 3 cited
Exathlon
Proceedings of the VLDB Endowment·2021· 66 cited
Explainable anomaly detection on high-dimensional time series data
2021· 10 citedOpen Access
Spark-based Cloud Data Analytics using Multi-Objective Optimization
2021· 12 cited
Neural-based Modeling for Performance Tuning of Spark Data Analytics
arXiv (Cornell University)·2021· 1 citedOpen Access
Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series
arXiv (Cornell University)·2020· 13 citedOpen Access
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Frequent Co-authors

Liping Peng(9), Prashant Shenoy(9), Boduo Li(8), Thanh T. L. Tran(8), Daniel Gyllstrom(5), Neil Immerman(5), Charles Sutton(5), Anna Liu(5), Eugene Wu(4), Andrew McGregor(4), Kyriaki Dimitriadou(4), Olga Papaemmanouil(4), Michael J. Franklin(3), Michael Zink(3), Edward Mazur(3), Haopeng Zhang(3), Hee-Jin Chae(3), Patrick Stahlberg(3), Gordon E. Anderson(3), Richard Cocci(3)