Year 2024

1. A Unified Replay-based Continuous Learning Framework for Spatio-Temporal Prediction on Streaming Data

Hao Miao，Jiandong Xie，Feiteng Huang，Kai Zheng

ICDE  2024 (已录用，论文暂不能检索）

2. ESTELLE: An Efficient and Cost-effective Cloud Log Engine

Yupu Zhang， Guanglin Cong，Jihan Qu，Ran Xu，Yuan Fu，Weiqi Li，Feiran Hu，Jing Liu，Wenliang Zhang，Kai Zheng

SIGMOD 2024

论文解读

Year 2023

1. Learned Bloom Filter for Multi-key Membership

Yunchuan Li, Ziwei Wang, Ruixin Yang, Yan Zhao, Rui Zhou, Kai Zheng

DASFAA  2023

论文解读敬请期待

2. Learned sketch for subgraph counting: a holistic approach

Kangfei Zhao, Jeffrey Xu Yu, Qiyan Li, Hao Zhang, Yu Rong

VLDB Journal  2023

论文解读敬请期待

3. SimiDTR: Deep Trajectory Recovery with Enhanced Trajectory Similarity

Yupu Zhang, Liwei Deng, Yan Zhao, Jin Chen, Kai Zheng, Jiandong Xie

DASFAA  2023

论文解读敬请期待

4. Learned Bloom Filter for Multi-key Membership Testing

Yunchuan Li, Ziwei Wang, Ruixin Yang, Yan Zhao, Rui Zhou，Kai Zheng

DASFAA  2023

论文解读敬请期待

5. Impact-aware Maneuver Decision with Enhanced Perception for Autonomous Vehicle

Shuncheng Liu，Yuyang Xia，Xu Chen，Jiandong Xie，Han Su，Kai Zheng

ICDE  2023

论文解读敬请期待

6. Deep learning based Bloom filter for efficient multi-key membership testing

haitian chen, ziwei wang, yunchuan li, ruixin yang, yan zhao, rui zhou, kai zheng

Data Science and Engineering  2023

论文解读敬请期待

7. Efficient Cardinality and Cost Estimation with Bidirectional Compressor-based Ensemble Learning

Zibo Liang, Xu Chen, Yan Zhao, Jiandong Xie, Kai Zeng, Kai Zheng

IEEE International Conference on Data Mining (ICDM)

论文解读

Year 2022

1. Skeena: Efficient and Consistent Cross-Engine Transactions

by Jianqiu Zhang，Kaisong Huang，Tianzheng Wang，King Lv

SIGMOD 2022

论文解读敬请期待

2. HiEngine: How to Architect a Cloud-Native Memory-Optimized Database Engine

by Yunus Ma，Siphrey Xie，Henry Zhong，Leon Lee，King Lv

SIGMOD 2022

论文解读

3. Robust and Explainable Autoencoders for Time Series Outlier Detection

by Tung Kieu，Bin Yang，Chenjuan Guo，Christian S. Jensen，Yan Zhao，Feiteng Huang，Kai Zheng

ICDE 2022

论文解读

4. A Comparative Study on Unsupervised Anomaly Detection for Time Series Experiments and Analysis

by Yan Zhao，Liwei Deng，Xuanhao Chen，Chenjuan Guo，Bin Yang，Tung Kieu，Feiteng Huang，Torben Bach Pedersen，Kai Zheng，Christian S. Jensen

PVLDB 2022

论文解读敬请期待

5. Efficient Join Order Selection Learning with Graph-based Representation

by Jin Chen，Guanyu Ye，Yan Zhao，Shuncheng Liu，Liwei Deng，Xu Chen，Rui Zhou，Kai Zheng

KDD 2022

论文解读敬请期待

6. Efficient Learning with Pseudo Labels for Query Cost Estimation

Shuncheng Liu， Yan Zhao，Xu Chen，Jin Chen，Han Su，Zhou Rui，zhangzongquan，kai Zheng

CIKM 2022

论文解读敬请期待

7. Index Checkpoints for Instant Recovery in In-Memory Database Systems

by Leon Lee，Siphrey Xie，Yunus Ma，Shimin Chen

PVLDB 2022

论文解读

8. MARINA：An MLP-Attention Model for Multivariate Time-Series Analysis

by Jiandong Xie, Yue Cui, Feiteng Huang, Chao Liu and Kai Zheng

CIKM 2022

论文解读

Year 2021

1. Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles

by David Campos，Tung Kieu，Chenjuan Guo，Feiteng Huang，Kai Zheng，Bin Yang，Christian S. Jensen

PVLDB 2021

论文解读

2. METRO: a generic graph neural network framework for multivariate time series forecasting

by Yue Cui，Kai Zheng，Dingshan Cui，Jiandong Xie，Liwei Deng，Feiteng Huang，Xiaofang Zhou

PVLDB 2021

论文解读

3. Historical Inertia: A Neglected but Powerful Baseline for Long Sequence Time-series Forecasting

by Yue Cui, Jiandong Xie, Kai Zheng

CIKM 2021

论文解读

4. PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network

by Hao Sun，Changjie Yang，Liwei Deng，Fan Zhou，Feiteng Huang，Kai Zheng

CIKM 2021

论文解读

5. DAEMON: Unsupervised Anomaly Detection and Interpretation for Multivariate Time Series

by Xuanhao Chen，Liwei Deng，Feiteng Huang，Chengwei Zhang，Zongquan Zhang，Yan Zhao，Kai Zheng

ICDE 2021

论文解读

Year 2020

1. Intelligent Index Tuning Approach for Relational Databases

by Tao Qiu，Bin Wang，Zhaowei Shu，Zhibo Zhao，Ziwen Song，Yanhui Zhong

Journal of Software，2020，31(3):634−647

2. Toward Scalable Blockchain for Data Management in VANETs

by El-hacen Diallo，Khaldoun Al Agha，Omar Dib，Alexandre Laubé，Hafedh Mohamed-Babou

Advanced Information Networking and Applications（AINA），2020

Year 2019

1. Efficient Block replication to optimize the blockchain resources

by El-hacen Diallo，Alexandre Laube，Khaldoun Al Agha，Steven Martin

IEEE Cyber Security in Networking Conference （CSNet），2019