Chen Wang

Orcid: 0000-0003-1698-8992

Affiliations:

Tsinghua University, School of Software / National Engineering Laboratory for Big Data Software, Beijing, China

According to our database¹, Chen Wang authored at least 47 papers between 2011 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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PhD thesis

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Bibliography

2024

Self-Tuning Transfer Dynamic Convolution Autoencoder for Quality Prediction of Multimode Processes With Shifts.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, September, 2024

Apache TsFile: An IoT-native Time Series File Format.

[BibT_eX]

[DOI]

Proc. VLDB Endow., August, 2024

Distance-based Outlier Query Optimization in Apache IoTDB.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2024

On Reducing Space Amplification with Multi-Column Compaction in Apache IoTDB.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2024

Time Series Representation for Visualization in Apache IoTDB.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2024

Determining Exact Quantiles with Randomized Summaries.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, February, 2024

Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2024

Akane: Perplexity-Guided Time Series Data Cleaning.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2024

Taxonomy-Guided Zero-Shot Recommendations with LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

BTTackler: A Diagnosis-based Framework for Efficient Deep Learning Hyperparameter Optimization.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

REGER: Reordering Time Series Data for Regression Encoding.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

On Tuning Raft for IoT Workload in Apache IoTDB.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

TsQuality: Measuring Time Series Data Quality in Apache IoTDB.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Grouping Time Series for Efficient Columnar Storage.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Apache IoTDB: A Time Series Database for IoT Applications.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, 2023

Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation.

[BibT_eX]

[DOI]

CoRR, 2023

Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Backward-Sort for Time Series in Apache IoTDB.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Non-Blocking Raft for High Throughput IoT Data.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Cloud-Edge Collaborative Method for Industrial Process Monitoring Based on Error-Triggered Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2022

NLC: Search Correlated Window Pairs on Long Time Series.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

CrowdIM: Crowd-Inspired Intelligent Manufacturing Space Design.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

VAE4RSS: A VAE-based neural network approach for robust soft sensor with application to zinc roasting process.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2022

Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Large-scale Personalized Video Game Recommendation via Social-aware Contextualized Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2022

Requirements Engineering for Machine Learning: A Review and Reflection.

[BibT_eX]

[DOI]

Proceedings of the 30th IEEE International Requirements Engineering Conference Workshops, 2022

Constructing Compact Time Series Index for Efficient Window Query Processing.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Separation or Not: On Handing Out-of-Order Time-Series Data in Leveled LSM-Tree.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

A Projective and Discriminative Dictionary Learning for High-Dimensional Process Monitoring With Industrial Applications.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Pre-training Graph Neural Network for Cross Domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Fraud Detection on Non-attributed Graph.

[BibT_eX]

[DOI]

CoRR, 2021

GRAB: Finding Time Series Natural Structures via A Novel Graph-based Scheme.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Apache IoTDB: Time-series database for Internet of Things.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Time Series Data Cleaning: A Survey.

[BibT_eX]

[DOI]

Xi Wang

Chen Wang

IEEE Access, 2020

Swapping Repair for Misplaced Attribute Values.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

2019

WaveletFCNN: A Deep Time Series Classification Model for Wind Turbine Blade Icing Detection.

[BibT_eX]

[DOI]

CoRR, 2019

KV-Match: A Subsequence Matching Approach Supporting Normalization and Time Warping.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Matching Consecutive Subpatterns over Streaming Time Series.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Exploiting Stable Data Dependency in Stream Processing Acceleration on FPGAs.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2017

Fine-Grained Pattern Matching Over Streaming Time Series.

[BibT_eX]

[DOI]

CoRR, 2017

KV-match: An Efficient Subsequence Matching Approach for Large Scale Time Series.

[BibT_eX]

[DOI]

CoRR, 2017

2016

PISA: An Index for Aggregating Big Time Series Data.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Schema Management for Document Stores.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Foreseer: Workload-Aware Data Storage for MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014

MRTuner: A Toolkit to Enable Holistic Optimization for MapReduce Jobs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

2011

Extended XML Tree Pattern Matching: Theories and Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Chen Wang

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